Starting a new iteration of CUTTING 
All measurements are [61973.176999999996, 61480.96799999999, 62014.833]
Initial Performance is 61822.9926667

Round 2
Updated performance is 64158.2836
FF Packing has 6 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres'], 1: ['tsaianson/node-apt-app', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 2: ['library/postgres:9.4', 'mysql:5.6.32', 'kibana:4'], 3: ['kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['kibana:4', 'elasticsearch:2.4']}
IMR aware Packing has 6 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'kibana:4'], 2: ['kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'kibana:4', 'elasticsearch:2.4'], 4: ['kibana:4', 'kibana:4'], 5: ['tsaianson/node-apt-app']}
Action Taken for mysql:5.6.32,CPU-QUOTA is -35.0
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -23.0
Action Taken for kibana:4,DISK is -13028546.0
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -11.5
Action Taken for kibana:4,NET is -83627.0
Action Taken for library/postgres:9.4,DISK is -8685694.0
Action Taken for haproxy:1.7,DISK is -8685694.0
Action Taken for osalpekar/spark-image-compress...,DISK is -4342842.0
Action Taken for hantaowang/logstash-postgres,NET is -125440.0
Action Taken for hantaowang/logstash-postgres,DISK is -8685694.0
Action Taken for tsaianson/node-apt-app,DISK is -8685694.0
Action Taken for osalpekar/spark-image-compress...,NET is -41813.0
Action Taken for elasticsearch:2.4,NET is -125440.0
Action Taken for mysql:5.6.32,DISK is -13028546.0
Action Taken for mysql:5.6.32,NET is -83627.0
elasticsearch:2.4,CPU-QUOTA,46.0,RAW
kibana:4,NET,83626.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,46.0,RAW
osalpekar/spark-image-compress...,NET,41813.0,RAW
elasticsearch:2.4,DISK,17371409.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,8685715.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,125439.0,RAW
mysql:5.6.32,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,46.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,70.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 3
Updated performance is 70417.4516
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4'], 1: ['tsaianson/node-apt-app', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -23.0
Action Taken for kibana:4,NET is -41813.0
Action Taken for tsaianson/node-apt-app,NET is -125440.0
Action Taken for haproxy:1.7,CPU-QUOTA is -23.0
Action Taken for osalpekar/spark-image-compress...,NET is -20907.0
Action Taken for elasticsearch:2.4,DISK is -8685694.0
Action Taken for mysql:5.6.32,NET is -41813.0
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -11.5
Action Taken for kibana:4,DISK is -6514273.0
Action Taken for library/postgres:9.4,NET is -125440.0
Action Taken for osalpekar/spark-image-compress...,DISK is -2171421.0
Action Taken for mysql:5.6.32,DISK is -6514273.0
Action Taken for library/postgres:9.4,DISK is -4342847.0
Action Taken for hantaowang/logstash-postgres,NET is -62720.0
Action Taken for mysql:5.6.32,CPU-QUOTA is -17.5
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -5.75
Action Taken for library/postgres:9.4,CPU-QUOTA is -23.0
Action Taken for haproxy:1.7,DISK is -4342847.0
Action Taken for hantaowang/logstash-postgres,DISK is -4342847.0
Action Taken for tsaianson/node-apt-app,DISK is -4342847.0
Action Taken for kibana:4,CPU-QUOTA is -35.0
Action Taken for elasticsearch:2.4,NET is -62720.0
elasticsearch:2.4,CPU-QUOTA,23.0,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,11.5,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,4342868.0,RAW
kibana:4,CPU-QUOTA,35.0,RAW
elasticsearch:2.4,NET,62719.0,RAW


Step 4, no pipelines found, increasing partition size to 5
Round 5
Updated performance is 71581.9918
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4'], 1: ['tsaianson/node-apt-app', 'elasticsearch:2.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -11.5
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -5.75
Action Taken for kibana:4,NET is -20907.0
Action Taken for library/postgres:9.4,DISK is -2171424.0
Action Taken for haproxy:1.7,DISK is -2171424.0
Action Taken for hantaowang/logstash-postgres,DISK is -2171424.0
Action Taken for kibana:4,CPU-QUOTA is -17.5
Action Taken for elasticsearch:2.4,DISK is -4342847.0
Action Taken for elasticsearch:2.4,NET is -31360.0
elasticsearch:2.4,CPU-QUOTA,11.5,RAW
kibana:4,NET,20906.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,2171444.0,RAW
hantaowang/logstash-postgres,DISK,2171444.0,RAW
tsaianson/node-apt-app,DISK,4342868.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 6
Updated performance is 71631.4652
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'kibana:4', 'kibana:4']}
Action Taken for mysql:5.6.32,CPU-QUOTA is -8.75
Action Taken for osalpekar/spark-image-compress...,DISK is -1085710.0
Action Taken for tsaianson/node-apt-app,DISK is -2171424.0
Action Taken for haproxy:1.7,DISK is -1085712.0
Action Taken for osalpekar/spark-image-compress...,NET is -10453.0
elasticsearch:2.4,CPU-QUOTA,11.5,RAW
kibana:4,NET,20906.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,1085732.0,RAW
hantaowang/logstash-postgres,DISK,2171444.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 7
Updated performance is 69303.4395
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'kibana:4', 'kibana:4'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4', 'mysql:5.6.32']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'mysql:5.6.32']}
Action Taken for kibana:4,CPU-QUOTA is -8.75
Action Taken for osalpekar/spark-image-compress...,DISK is -542855.0
Action Taken for kibana:4,DISK is -3257137.0
Action Taken for hantaowang/logstash-postgres,DISK is -1085712.0
elasticsearch:2.4,CPU-QUOTA,11.5,RAW
kibana:4,NET,20906.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,3257157.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,542876.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,1085732.0,RAW
hantaowang/logstash-postgres,DISK,1085732.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,8.75,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 8
Updated performance is 73211.51275
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'mysql:5.6.32']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -5.75
Action Taken for kibana:4,DISK is -1628568.0
Action Taken for kibana:4,NET is -10453.0
Action Taken for library/postgres:9.4,DISK is -1085712.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -11.5
Action Taken for haproxy:1.7,DISK is -542856.0
Action Taken for hantaowang/logstash-postgres,DISK is -542856.0
Action Taken for hantaowang/logstash-postgres,NET is -31360.0
Action Taken for elasticsearch:2.4,DISK is -2171424.0
elasticsearch:2.4,CPU-QUOTA,5.75,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,1628589.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,542876.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,1085732.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,542876.0,RAW
hantaowang/logstash-postgres,DISK,542876.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,8.75,RAW
elasticsearch:2.4,NET,31359.0,RAW


Step 9, no pipelines found, increasing partition size to 7
Round 10
Updated performance is 71782.4635
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['haproxy:1.7', 'kibana:4', 'kibana:4', 'kibana:4', 'mysql:5.6.32']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -2.875
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -2.875
Action Taken for kibana:4,NET is -5227.0
Action Taken for tsaianson/node-apt-app,DISK is -1085712.0
Action Taken for kibana:4,CPU-QUOTA is -4.375
Action Taken for elasticsearch:2.4,DISK is -1085712.0
elasticsearch:2.4,CPU-QUOTA,2.875,RAW
kibana:4,NET,5226.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,1085732.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,1628589.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,542876.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,1085732.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,542876.0,RAW
hantaowang/logstash-postgres,DISK,542876.0,RAW
tsaianson/node-apt-app,DISK,1085732.0,RAW
kibana:4,CPU-QUOTA,4.375,RAW
elasticsearch:2.4,NET,31359.0,RAW


Starting a new iteration of CUTTING 
All measurements are [64360.858, 63939.435999999994, 63159.998999999996, 65104.891, 64754.209]
Initial Performance is 64263.8786

Round 2
Updated performance is 70722.8143333
FF Packing has 4 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4'], 2: ['mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['kibana:4', 'kibana:4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -23.0
Action Taken for kibana:4,NET is -83627.0
Action Taken for tsaianson/node-apt-app,NET is -125440.0
Action Taken for haproxy:1.7,CPU-QUOTA is -23.0
Action Taken for osalpekar/spark-image-compress...,NET is -41813.0
Action Taken for elasticsearch:2.4,DISK is -8685694.0
Action Taken for mysql:5.6.32,NET is -83627.0
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -23.0
Action Taken for kibana:4,DISK is -13028546.0
Action Taken for library/postgres:9.4,NET is -125440.0
Action Taken for osalpekar/spark-image-compress...,DISK is -4342842.0
Action Taken for mysql:5.6.32,DISK is -13028546.0
Action Taken for library/postgres:9.4,DISK is -8685694.0
Action Taken for hantaowang/logstash-postgres,NET is -125440.0
Action Taken for mysql:5.6.32,CPU-QUOTA is -35.0
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -11.5
Action Taken for library/postgres:9.4,CPU-QUOTA is -23.0
Action Taken for haproxy:1.7,DISK is -8685694.0
Action Taken for hantaowang/logstash-postgres,DISK is -8685694.0
Action Taken for tsaianson/node-apt-app,DISK is -8685694.0
Action Taken for kibana:4,CPU-QUOTA is -35.0
Action Taken for elasticsearch:2.4,NET is -125440.0
elasticsearch:2.4,CPU-QUOTA,23.0,RAW
kibana:4,NET,83626.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,41813.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,8685715.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,125439.0,RAW
mysql:5.6.32,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,35.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 3
Updated performance is 71402.0065
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'library/postgres:9.4', 'mysql:5.6.32']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'library/postgres:9.4', 'mysql:5.6.32']}
Action Taken for kibana:4,DISK is -6514273.0
Action Taken for kibana:4,NET is -41813.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -11.5
Action Taken for haproxy:1.7,DISK is -4342847.0
Action Taken for tsaianson/node-apt-app,DISK is -4342847.0
Action Taken for hantaowang/logstash-postgres,NET is -62720.0
Action Taken for osalpekar/spark-image-compress...,NET is -20907.0
elasticsearch:2.4,CPU-QUOTA,23.0,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,8685715.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,4342868.0,RAW
kibana:4,CPU-QUOTA,35.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 4
Updated performance is 71824.1832
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'mysql:5.6.32']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4'], 1: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4', 'elasticsearch:2.4', 'mysql:5.6.32'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -11.5
Action Taken for kibana:4,NET is -20907.0
Action Taken for library/postgres:9.4,DISK is -4342847.0
Action Taken for haproxy:1.7,CPU-QUOTA is -11.5
Action Taken for osalpekar/spark-image-compress...,DISK is -2171421.0
Action Taken for tsaianson/node-apt-app,DISK is -2171424.0
Action Taken for mysql:5.6.32,CPU-QUOTA is -17.5
elasticsearch:2.4,CPU-QUOTA,11.5,RAW
kibana:4,NET,20906.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,35.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Step 5, no pipelines found, increasing partition size to 5
Step 6, no pipelines found, increasing partition size to 7
Round 7
Updated performance is 70644.293
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -5.75
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -11.5
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -5.75
Action Taken for elasticsearch:2.4,DISK is -4342847.0
Action Taken for kibana:4,NET is -10453.0
Action Taken for osalpekar/spark-image-compress...,DISK is -1085710.0
Action Taken for tsaianson/node-apt-app,DISK is -1085712.0
Action Taken for hantaowang/logstash-postgres,NET is -31360.0
Action Taken for kibana:4,CPU-QUOTA is -17.5
Action Taken for mysql:5.6.32,CPU-QUOTA is -8.75
Action Taken for mysql:5.6.32,DISK is -6514273.0
Action Taken for elasticsearch:2.4,NET is -62720.0
elasticsearch:2.4,CPU-QUOTA,5.75,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,11.5,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,1085732.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,62719.0,RAW


Round 8
Updated performance is 73729.8505
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4'], 1: ['haproxy:1.7', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'kibana:4']}
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -5.75
Action Taken for elasticsearch:2.4,DISK is -2171424.0
Action Taken for elasticsearch:2.4,NET is -31360.0
elasticsearch:2.4,CPU-QUOTA,5.75,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,5.75,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,1085732.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 9
Updated performance is 74364.3778
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7'], 1: ['osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -2.875
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -2.875
Action Taken for library/postgres:9.4,DISK is -2171424.0
Action Taken for tsaianson/node-apt-app,DISK is -542856.0
Action Taken for osalpekar/spark-image-compress...,NET is -10453.0
Action Taken for hantaowang/logstash-postgres,NET is -15680.0
elasticsearch:2.4,CPU-QUOTA,5.75,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,2.875,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,15679.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,542876.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 10
Updated performance is 73345.9893333
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7'], 1: ['osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -2.875
Action Taken for haproxy:1.7,DISK is -2171424.0
Action Taken for kibana:4,CPU-QUOTA is -8.75
elasticsearch:2.4,CPU-QUOTA,2.875,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,2.875,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,15679.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,2171444.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,542876.0,RAW
kibana:4,CPU-QUOTA,8.75,RAW
elasticsearch:2.4,NET,31359.0,RAW


Starting a new iteration of CUTTING 
All measurements are [65482.517, 65749.924, 63774.645, 67012.7, 65723.347, 66299.825, 67601.191]
Initial Performance is 65949.1641429

Round 2
Updated performance is 71104.65375
FF Packing has 4 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'library/postgres:9.4'], 2: ['mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['kibana:4', 'kibana:4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -23.0
Action Taken for kibana:4,NET is -83627.0
Action Taken for tsaianson/node-apt-app,NET is -125440.0
Action Taken for haproxy:1.7,CPU-QUOTA is -23.0
Action Taken for osalpekar/spark-image-compress...,NET is -41813.0
Action Taken for elasticsearch:2.4,DISK is -8685694.0
Action Taken for mysql:5.6.32,NET is -83627.0
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -23.0
Action Taken for kibana:4,DISK is -13028546.0
Action Taken for library/postgres:9.4,NET is -125440.0
Action Taken for osalpekar/spark-image-compress...,DISK is -4342842.0
Action Taken for mysql:5.6.32,DISK is -13028546.0
Action Taken for library/postgres:9.4,DISK is -8685694.0
Action Taken for hantaowang/logstash-postgres,NET is -125440.0
Action Taken for mysql:5.6.32,CPU-QUOTA is -35.0
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -11.5
Action Taken for library/postgres:9.4,CPU-QUOTA is -23.0
Action Taken for haproxy:1.7,DISK is -8685694.0
Action Taken for hantaowang/logstash-postgres,DISK is -8685694.0
Action Taken for tsaianson/node-apt-app,DISK is -8685694.0
Action Taken for kibana:4,CPU-QUOTA is -35.0
Action Taken for elasticsearch:2.4,NET is -125440.0
elasticsearch:2.4,CPU-QUOTA,23.0,RAW
kibana:4,NET,83626.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,41813.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,8685715.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,125439.0,RAW
mysql:5.6.32,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,35.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 3
Updated performance is 69972.099
FF Packing has 4 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'elasticsearch:2.4', 'mysql:5.6.32'], 2: ['kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['kibana:4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4'], 1: ['tsaianson/node-apt-app', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['kibana:4', 'kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -11.5
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -5.75
Action Taken for library/postgres:9.4,DISK is -4342847.0
Action Taken for tsaianson/node-apt-app,DISK is -4342847.0
Action Taken for osalpekar/spark-image-compress...,NET is -20907.0
Action Taken for kibana:4,CPU-QUOTA is -17.5
Action Taken for hantaowang/logstash-postgres,NET is -62720.0
elasticsearch:2.4,CPU-QUOTA,11.5,RAW
kibana:4,NET,83626.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,23.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,4342868.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 4
Updated performance is 74319.8976
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'mysql:5.6.32', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -5.75
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -2.875
Action Taken for kibana:4,DISK is -6514273.0
Action Taken for mysql:5.6.32,CPU-QUOTA is -17.5
Action Taken for elasticsearch:2.4,DISK is -4342847.0
Action Taken for kibana:4,NET is -41813.0
Action Taken for haproxy:1.7,DISK is -4342847.0
Action Taken for haproxy:1.7,CPU-QUOTA is -11.5
Action Taken for hantaowang/logstash-postgres,DISK is -4342847.0
Action Taken for tsaianson/node-apt-app,DISK is -2171424.0
Action Taken for osalpekar/spark-image-compress...,NET is -10453.0
Action Taken for elasticsearch:2.4,NET is -62720.0
Action Taken for mysql:5.6.32,DISK is -6514273.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -11.5
Action Taken for mysql:5.6.32,NET is -41813.0
elasticsearch:2.4,CPU-QUOTA,5.75,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,23.0,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,4342868.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,62719.0,RAW


Step 5, no pipelines found, increasing partition size to 5
Round 6
Updated performance is 74303.9672
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'library/postgres:9.4', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['haproxy:1.7', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'library/postgres:9.4', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app']}
Action Taken for mysql:5.6.32,CPU-QUOTA is -8.75
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -11.5
Action Taken for elasticsearch:2.4,CPU-QUOTA is -2.875
Action Taken for library/postgres:9.4,DISK is -2171424.0
Action Taken for haproxy:1.7,DISK is -2171424.0
Action Taken for hantaowang/logstash-postgres,NET is -31360.0
Action Taken for osalpekar/spark-image-compress...,NET is -5227.0
Action Taken for elasticsearch:2.4,NET is -31360.0
elasticsearch:2.4,CPU-QUOTA,2.875,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,5226.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,11.5,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,2171444.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,2171444.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Step 7, no pipelines found, increasing partition size to 7
Round 8
Updated performance is 77941.7376
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['haproxy:1.7', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -1.4375
Action Taken for osalpekar/spark-image-compress...,DISK is -2171421.0
Action Taken for tsaianson/node-apt-app,DISK is -1085712.0
elasticsearch:2.4,CPU-QUOTA,1.4375,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,5226.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,11.5,RAW
kibana:4,DISK,6514294.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,2171444.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,1085732.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 9
Updated performance is 78649.7138
FF Packing has 2 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['haproxy:1.7', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 2 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'kibana:4', 'elasticsearch:2.4', 'mysql:5.6.32']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -0.71875
Action Taken for kibana:4,DISK is -3257137.0
Action Taken for haproxy:1.7,DISK is -1085712.0
Action Taken for osalpekar/spark-image-compress...,DISK is -1085710.0
Action Taken for hantaowang/logstash-postgres,DISK is -2171424.0
Action Taken for elasticsearch:2.4,NET is -15680.0
elasticsearch:2.4,CPU-QUOTA,0.71875,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,125439.0,RAW
haproxy:1.7,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,NET,5226.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,41813.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,11.5,RAW
kibana:4,DISK,3257157.0,RAW
library/postgres:9.4,NET,125439.0,RAW
osalpekar/spark-image-compress...,DISK,1085731.0,RAW
mysql:5.6.32,DISK,6514294.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,46.0,RAW
library/postgres:9.4,DISK,2171444.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,31359.0,RAW
mysql:5.6.32,CPU-QUOTA,8.75,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,2.875,RAW
library/postgres:9.4,CPU-QUOTA,11.5,RAW
haproxy:1.7,DISK,1085732.0,RAW
hantaowang/logstash-postgres,DISK,2171444.0,RAW
tsaianson/node-apt-app,DISK,1085732.0,RAW
kibana:4,CPU-QUOTA,17.5,RAW
elasticsearch:2.4,NET,15679.0,RAW


Starting a new iteration of CUTTING 
All measurements are [176926.45299999998, 177519.683, 169422.401, 176516.731, 170565.47300000003]
Initial Performance is 174190.1482

Starting a new iteration of CUTTING 
All measurements are [38134.261999999995, 39444.261999999995, 39028.229999999996, 36677.157999999996, 37910.975]
Initial Performance is 38238.9774

Round 2
Updated performance is 41013.1553333
FF Packing has 6 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'elasticsearch:2.4'], 2: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32'], 3: ['kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['kibana:4', 'kibana:4']}
IMR aware Packing has 6 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['tsaianson/node-apt-app', 'elasticsearch:2.4', 'library/postgres:9.4'], 2: ['mysql:5.6.32', 'kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['tsaianson/node-apt-app']}
Action Taken for mysql:5.6.32,CPU-QUOTA is -23.0
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -11.5
Action Taken for elasticsearch:2.4,CPU-QUOTA is -35.0
Action Taken for elasticsearch:2.4,DISK is -8685694.0
Action Taken for library/postgres:9.4,DISK is -8685694.0
Action Taken for haproxy:1.7,DISK is -8685694.0
Action Taken for osalpekar/spark-image-compress...,DISK is -4342842.0
Action Taken for haproxy:1.7,CPU-QUOTA is -35.0
Action Taken for hantaowang/logstash-postgres,DISK is -8685694.0
Action Taken for tsaianson/node-apt-app,DISK is -8685694.0
Action Taken for osalpekar/spark-image-compress...,NET is -41813.0
Action Taken for elasticsearch:2.4,NET is -125440.0
Action Taken for mysql:5.6.32,DISK is -13028546.0
Action Taken for mysql:5.6.32,NET is -83627.0
elasticsearch:2.4,CPU-QUOTA,35.0,RAW
kibana:4,NET,167253.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,NET,41813.0,RAW
elasticsearch:2.4,DISK,8685715.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,70.0,RAW
kibana:4,DISK,26057113.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,8685715.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,250879.0,RAW
mysql:5.6.32,CPU-QUOTA,23.0,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,46.0,RAW
elasticsearch:2.4,NET,125439.0,RAW


Round 3
Updated performance is 41146.7498
FF Packing has 6 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'elasticsearch:2.4'], 2: ['haproxy:1.7', 'library/postgres:9.4', 'mysql:5.6.32'], 3: ['kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['kibana:4', 'kibana:4']}
IMR aware Packing has 6 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32'], 2: ['kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['tsaianson/node-apt-app']}
Action Taken for mysql:5.6.32,CPU-QUOTA is -11.5
Action Taken for kibana:4,NET is -83627.0
Action Taken for library/postgres:9.4,DISK is -4342847.0
Action Taken for osalpekar/spark-image-compress...,NET is -20907.0
Action Taken for kibana:4,CPU-QUOTA is -23.0
Action Taken for elasticsearch:2.4,DISK is -4342847.0
Action Taken for elasticsearch:2.4,NET is -62720.0
elasticsearch:2.4,CPU-QUOTA,35.0,RAW
kibana:4,NET,83626.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,70.0,RAW
kibana:4,DISK,26057113.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,250879.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,11.5,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,23.0,RAW
elasticsearch:2.4,NET,62719.0,RAW


Step 4, no pipelines found, increasing partition size to 5
Step 5, no pipelines found, increasing partition size to 7
Round 6
Updated performance is 39455.80225
FF Packing has 6 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...'], 1: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7'], 2: ['elasticsearch:2.4', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4'], 3: ['kibana:4', 'kibana:4'], 4: ['kibana:4', 'kibana:4'], 5: ['kibana:4']}
IMR aware Packing has 6 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'mysql:5.6.32'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'kibana:4'], 2: ['kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4'], 4: ['kibana:4'], 5: ['tsaianson/node-apt-app']}
Action Taken for osalpekar/spark-image-compress...,CPU-QUOTA is -5.75
Action Taken for hantaowang/logstash-postgres,NET is -125440.0
Action Taken for kibana:4,NET is -41813.0
elasticsearch:2.4,CPU-QUOTA,35.0,RAW
kibana:4,NET,41813.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,35.0,RAW
osalpekar/spark-image-compress...,NET,20906.0,RAW
elasticsearch:2.4,DISK,4342868.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,70.0,RAW
kibana:4,DISK,26057113.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,125439.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,8685715.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,23.0,RAW
elasticsearch:2.4,NET,62719.0,RAW


Round 7
Updated performance is 40324.6602
FF Packing has 4 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres'], 1: ['tsaianson/node-apt-app', 'haproxy:1.7', 'elasticsearch:2.4', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'kibana:4', 'kibana:4'], 2: ['library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4'], 3: ['kibana:4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/logstash-postgres', 'haproxy:1.7', 'elasticsearch:2.4', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'library/postgres:9.4'], 1: ['tsaianson/node-apt-app', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['kibana:4', 'kibana:4', 'kibana:4'], 3: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app']}
Action Taken for elasticsearch:2.4,CPU-QUOTA is -17.5
Action Taken for hantaowang/logstash-postgres,CPU-QUOTA is -35.0
Action Taken for kibana:4,DISK is -13028546.0
Action Taken for kibana:4,NET is -20907.0
Action Taken for haproxy:1.7,CPU-QUOTA is -17.5
Action Taken for hantaowang/logstash-postgres,DISK is -4342847.0
Action Taken for hantaowang/logstash-postgres,NET is -62720.0
Action Taken for elasticsearch:2.4,NET is -31360.0
Action Taken for elasticsearch:2.4,DISK is -2171424.0
Action Taken for osalpekar/spark-image-compress...,NET is -10453.0
elasticsearch:2.4,CPU-QUOTA,17.5,RAW
kibana:4,NET,20906.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,35.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,4342862.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,23.0,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 8
Updated performance is 41472.8546
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres'], 1: ['tsaianson/node-apt-app', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4']}
Action Taken for kibana:4,CPU-QUOTA is -11.5
Action Taken for osalpekar/spark-image-compress...,DISK is -2171421.0
Action Taken for kibana:4,NET is -10453.0
elasticsearch:2.4,CPU-QUOTA,17.5,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,35.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,11.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 9
Updated performance is -1
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres'], 1: ['tsaianson/node-apt-app', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4']}
elasticsearch:2.4,CPU-QUOTA,17.5,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,35.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,11.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Round 10
Updated performance is -1
FF Packing has 3 bins, with placement {0: ['tsaianson/node-apt-app', 'tsaianson/node-apt-app', 'hantaowang/logstash-postgres'], 1: ['tsaianson/node-apt-app', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4', 'kibana:4', 'kibana:4'], 2: ['library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4', 'kibana:4']}
IMR aware Packing has 3 bins with placement {0: ['tsaianson/node-apt-app', 'hantaowang/logstash-postgres', 'haproxy:1.7', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'osalpekar/spark-image-compress...', 'elasticsearch:2.4', 'kibana:4'], 1: ['tsaianson/node-apt-app', 'library/postgres:9.4', 'mysql:5.6.32', 'kibana:4', 'kibana:4'], 2: ['tsaianson/node-apt-app', 'kibana:4', 'kibana:4', 'kibana:4']}
elasticsearch:2.4,CPU-QUOTA,17.5,RAW
kibana:4,NET,10453.0,RAW
tsaianson/node-apt-app,NET,250879.0,RAW
haproxy:1.7,CPU-QUOTA,17.5,RAW
osalpekar/spark-image-compress...,NET,10453.0,RAW
elasticsearch:2.4,DISK,2171444.0,RAW
mysql:5.6.32,NET,83626.0,RAW
hantaowang/logstash-postgres,CPU-QUOTA,35.0,RAW
kibana:4,DISK,13028567.0,RAW
library/postgres:9.4,NET,250879.0,RAW
osalpekar/spark-image-compress...,DISK,2171441.0,RAW
mysql:5.6.32,DISK,13028567.0,RAW
tsaianson/node-apt-app,CPU-QUOTA,70.0,RAW
library/postgres:9.4,DISK,4342868.0,RAW
haproxy:1.7,NET,250879.0,RAW
hantaowang/logstash-postgres,NET,62719.0,RAW
mysql:5.6.32,CPU-QUOTA,11.5,RAW
osalpekar/spark-image-compress...,CPU-QUOTA,5.75,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,8685715.0,RAW
hantaowang/logstash-postgres,DISK,4342868.0,RAW
tsaianson/node-apt-app,DISK,8685715.0,RAW
kibana:4,CPU-QUOTA,11.5,RAW
elasticsearch:2.4,NET,31359.0,RAW


Starting a new iteration of CUTTING 
All measurements are [10165.0]
Initial Performance is 10165.0

Round 2
Updated performance is 11082.0
FF Packing has 7 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 4: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 4: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-api:log,DISK is -2605701.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -13.8
Action Taken for hantaowang/hotrod-frontend,NET is -50176.0
Action Taken for hantaowang/redis,DISK is -2605701.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-frontend,DISK is -7817123.0
Action Taken for hantaowang/hotrod-mapper:log,DISK is -5211412.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -13.8
Action Taken for hantaowang/hotrod-driver:log,NET is -25088.0
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,26057113.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,8685704.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,17371409.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,17371409.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,117077.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,6080003.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,83626.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,32.2,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,26057113.0,RAW
nginx:1.7.9,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,NET,250879.0,RAW
hantaowang/hotrod-frontend,DISK,18239990.0,RAW


Round 3
Updated performance is 11992.5
FF Packing has 7 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 4: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 3: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
Action Taken for hantaowang/hotrod-api:log,NET is -25088.0
Action Taken for hantaowang/hotrod-api:log,DISK is -1823990.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -9.66
Action Taken for hantaowang/hotrod-frontend,NET is -35124.0
Action Taken for hantaowang/hotrod-route:log,DISK is -5211412.0
Action Taken for nginx:1.7.9,DISK is -7817123.0
Action Taken for nginx:1.7.9,NET is -50176.0
Action Taken for hantaowang/hotrod-mapper:log,NET is -75264.0
Action Taken for hantaowang/hotrod-frontend,DISK is -5471987.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -9.66
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,8685704.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,17371409.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,12159997.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,81953.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,6080003.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,26057113.0,RAW
nginx:1.7.9,NET,117077.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,12768003.0,RAW


Step 4, no pipelines found, increasing partition size to 5
Round 5
Updated performance is 11498.5
FF Packing has 7 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 4: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-route:log'], 3: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 5: ['hantaowang/hotrod-route:log'], 6: ['hantaowang/redis']}
Action Taken for hantaowang/redis,DISK is -1823990.0
Action Taken for hantaowang/hotrod-route:log,DISK is -3647989.0
Action Taken for library/postgres:9.4,DISK is -5211412.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-driver:log,DISK is -2605701.0
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,12159997.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,81953.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,26057113.0,RAW
nginx:1.7.9,NET,117077.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,12768003.0,RAW


Round 6
Updated performance is 11548.5
FF Packing has 7 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 4: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-route:log'], 3: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 5: ['hantaowang/hotrod-route:log'], 6: ['hantaowang/redis']}
Action Taken for hantaowang/redis,DISK is -1276793.0
Action Taken for hantaowang/hotrod-route:log,DISK is -2553592.0
Action Taken for nginx:1.7.9,DISK is -5471987.0
Action Taken for hantaowang/hotrod-frontend,NET is -24586.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -7817123.0
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,12159997.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,5958416.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,57367.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,2979220.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,18239990.0,RAW
nginx:1.7.9,NET,117077.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,12768003.0,RAW


Round 7
Updated performance is 12141.0
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 6 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
Action Taken for hantaowang/hotrod-api:log,DISK is -1276793.0
Action Taken for nginx:1.7.9,NET is -35124.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -5471987.0
Action Taken for haproxy:1.7,CPU-QUOTA is -6.9
Action Taken for nginx:1.7.9,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-frontend,DISK is -3830390.0
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,16.1,RAW
nginx:1.7.9,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,2979220.0,RAW
library/postgres:9.4,DISK,12159997.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,5958416.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,57367.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,2979220.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,12768003.0,RAW
nginx:1.7.9,NET,81953.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,8937613.0,RAW


Step 8, no pipelines found, increasing partition size to 7
Round 9
Updated performance is -1
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 6 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,16.1,RAW
nginx:1.7.9,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,2979220.0,RAW
library/postgres:9.4,DISK,12159997.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,5958416.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,57367.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,2979220.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,12768003.0,RAW
nginx:1.7.9,NET,81953.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,8937613.0,RAW


Round 10
Updated performance is -1
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 6 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 3: ['haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,16.1,RAW
nginx:1.7.9,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,250879.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,250879.0,RAW
hantaowang/hotrod-api:log,DISK,2979220.0,RAW
library/postgres:9.4,DISK,12159997.0,RAW
haproxy:1.7,NET,167253.0,RAW
hantaowang/hotrod-route:log,DISK,5958416.0,RAW
hantaowang/hotrod-customer:log,NET,167253.0,RAW
hantaowang/hotrod-mapper:log,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,NET,57367.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,2979220.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,22.54,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,26057113.0,RAW
hantaowang/hotrod-customer:log,DISK,12768003.0,RAW
nginx:1.7.9,NET,81953.0,RAW
hantaowang/hotrod-mapper:log,NET,175615.0,RAW
hantaowang/hotrod-frontend,DISK,8937613.0,RAW


Starting a new iteration of CUTTING 
All measurements are [10454.0]
Initial Performance is 10454.0

Round 2
Updated performance is 10825.5
FF Packing has 7 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 2: ['hantaowang/hotrod-driver:log', 'hantaowang/redis', 'haproxy:1.7', 'hantaowang/hotrod-frontend'], 3: ['haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 2: ['hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/redis', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-mapper:log,DISK is -7817123.0
Action Taken for hantaowang/hotrod-api:log,DISK is -2605701.0
Action Taken for library/postgres:9.4,DISK is -7817123.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -13.8
Action Taken for haproxy:1.7,DISK is -5211412.0
Action Taken for haproxy:1.7,NET is -75264.0
Action Taken for hantaowang/hotrod-route:log,DISK is -7817123.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -13.8
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-frontend,NET is -75264.0
hantaowang/hotrod-customer:log,CPU-QUOTA,23.0,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,17371409.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,83626.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,70.0,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,8685704.0,RAW
hantaowang/hotrod-route:log,NET,167253.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,18239990.0,RAW
haproxy:1.7,NET,175615.0,RAW
hantaowang/hotrod-route:log,DISK,18239990.0,RAW
hantaowang/hotrod-customer:log,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,175615.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,83626.0,RAW
nginx:1.7.9,CPU-QUOTA,23.0,RAW
library/postgres:9.4,CPU-QUOTA,32.2,RAW
haproxy:1.7,DISK,12159997.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,NET,167253.0,RAW
hantaowang/hotrod-frontend,DISK,17371409.0,RAW


Round 3
Updated performance is 10712.0
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 2: ['hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 7 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 5: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 6: ['hantaowang/redis']}
Action Taken for library/postgres:9.4,DISK is -5471987.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -5211412.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-route:log,DISK is -5471987.0
Action Taken for hantaowang/hotrod-frontend,DISK is -5211412.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -2605701.0
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -21.0
Action Taken for hantaowang/hotrod-frontend,NET is -52685.0
Action Taken for haproxy:1.7,NET is -52685.0
hantaowang/hotrod-customer:log,CPU-QUOTA,16.1,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,17371409.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,83626.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,49.0,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,167253.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,12768003.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,12768003.0,RAW
hantaowang/hotrod-customer:log,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,122930.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,83626.0,RAW
nginx:1.7.9,CPU-QUOTA,23.0,RAW
library/postgres:9.4,CPU-QUOTA,32.2,RAW
haproxy:1.7,DISK,12159997.0,RAW
hantaowang/hotrod-customer:log,DISK,12159997.0,RAW
nginx:1.7.9,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,NET,167253.0,RAW
hantaowang/hotrod-frontend,DISK,12159997.0,RAW


Round 4
Updated performance is 11300.5
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/hotrod-route:log']}
IMR aware Packing has 6 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/redis']}
Action Taken for library/postgres:9.4,CPU-QUOTA is -9.66
Action Taken for haproxy:1.7,DISK is -3647989.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -3647989.0
Action Taken for hantaowang/hotrod-route:log,DISK is -3830390.0
Action Taken for hantaowang/hotrod-route:log,NET is -50176.0
Action Taken for nginx:1.7.9,DISK is -5211412.0
Action Taken for nginx:1.7.9,NET is -75264.0
Action Taken for hantaowang/hotrod-mapper:log,NET is -50176.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -1823990.0
Action Taken for hantaowang/hotrod-frontend,NET is -36879.0
hantaowang/hotrod-customer:log,CPU-QUOTA,16.1,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,83626.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,49.0,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,12768003.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,8937613.0,RAW
hantaowang/hotrod-customer:log,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,86051.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,83626.0,RAW
nginx:1.7.9,CPU-QUOTA,23.0,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,8512008.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,117077.0,RAW
hantaowang/hotrod-frontend,DISK,12159997.0,RAW


Round 5
Updated performance is 12147.0
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 2: ['hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-api:log,NET is -25088.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -6.9
Action Taken for library/postgres:9.4,DISK is -3830390.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -2553592.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -4.83
Action Taken for haproxy:1.7,CPU-QUOTA is -6.9
Action Taken for nginx:1.7.9,DISK is -3647989.0
Action Taken for hantaowang/hotrod-api:log,DISK is -1823990.0
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -14.7
Action Taken for hantaowang/hotrod-driver:log,NET is -25088.0
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,16.1,RAW
nginx:1.7.9,DISK,8512008.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,34.3,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,8937613.0,RAW
hantaowang/hotrod-customer:log,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,86051.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,5958416.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,117077.0,RAW
hantaowang/hotrod-frontend,DISK,12159997.0,RAW


Step 6, no pipelines found, increasing partition size to 5
Round 7
Updated performance is 12292.0
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'library/postgres:9.4'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
Action Taken for hantaowang/hotrod-api:log,NET is -17562.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -3.381
Action Taken for hantaowang/hotrod-route:log,DISK is -2681273.0
Action Taken for haproxy:1.7,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-mapper:log,NET is -35124.0
Action Taken for haproxy:1.7,NET is -36879.0
hantaowang/hotrod-customer:log,CPU-QUOTA,7.889,RAW
haproxy:1.7,CPU-QUOTA,11.27,RAW
nginx:1.7.9,DISK,8512008.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,34.3,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,86051.0,RAW
hantaowang/hotrod-route:log,DISK,6256340.0,RAW
hantaowang/hotrod-customer:log,NET,250879.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,86051.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,40976.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,5958416.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,12159997.0,RAW


Round 8
Updated performance is 11817.5
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 2: ['hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 4: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log']}
Action Taken for haproxy:1.7,CPU-QUOTA is -3.381
Action Taken for hantaowang/hotrod-frontend,DISK is -3647989.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-frontend,NET is -25816.0
Action Taken for hantaowang/hotrod-customer:log,NET is -75264.0
hantaowang/hotrod-customer:log,CPU-QUOTA,7.889,RAW
haproxy:1.7,CPU-QUOTA,7.889,RAW
nginx:1.7.9,DISK,8512008.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,34.3,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,86051.0,RAW
hantaowang/hotrod-route:log,DISK,6256340.0,RAW
hantaowang/hotrod-customer:log,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,60235.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,40976.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,5958416.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,8512008.0,RAW


Round 9
Updated performance is 12496.5
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis']}
Action Taken for hantaowang/hotrod-route:log,DISK is -1876892.0
Action Taken for hantaowang/hotrod-frontend,DISK is -2553592.0
Action Taken for nginx:1.7.9,DISK is -2553592.0
Action Taken for hantaowang/hotrod-api:log,NET is -12293.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -2.3667
hantaowang/hotrod-customer:log,CPU-QUOTA,5.5223,RAW
haproxy:1.7,CPU-QUOTA,7.889,RAW
nginx:1.7.9,DISK,5958416.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,34.3,RAW
library/postgres:9.4,NET,167253.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,86051.0,RAW
hantaowang/hotrod-route:log,DISK,4379448.0,RAW
hantaowang/hotrod-customer:log,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,60235.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,28683.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,5958416.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Round 10
Updated performance is 11935.5
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis']}
Action Taken for hantaowang/hotrod-customer:log,NET is -52685.0
Action Taken for haproxy:1.7,DISK is -2553592.0
Action Taken for library/postgres:9.4,NET is -50176.0
Action Taken for haproxy:1.7,CPU-QUOTA is -2.3667
Action Taken for nginx:1.7.9,DISK is -1787514.0
Action Taken for hantaowang/hotrod-mapper:log,NET is -24586.0
hantaowang/hotrod-customer:log,CPU-QUOTA,5.5223,RAW
haproxy:1.7,CPU-QUOTA,5.5223,RAW
nginx:1.7.9,DISK,4170902.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,34.3,RAW
library/postgres:9.4,NET,117077.0,RAW
hantaowang/redis,NET,83626.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,4256013.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,86051.0,RAW
hantaowang/hotrod-route:log,DISK,4379448.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,60235.0,RAW
hantaowang/redis,CPU-QUOTA,70.0,RAW
hantaowang/redis,DISK,8685704.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,32.2,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-api:log,NET,28683.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,22.54,RAW
haproxy:1.7,DISK,5958416.0,RAW
hantaowang/hotrod-customer:log,DISK,5958416.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,57367.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Starting a new iteration of CUTTING 
All measurements are [12753.0]
Initial Performance is 12753.0

Round 2
Updated performance is 13393.5
FF Packing has 6 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/redis', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'haproxy:1.7'], 3: ['haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 6 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 3: ['haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 4: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 5: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/redis,DISK is -2605701.0
Action Taken for hantaowang/hotrod-route:log,CPU-QUOTA is -21.0
Action Taken for hantaowang/hotrod-api:log,NET is -25088.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -6.9
Action Taken for library/postgres:9.4,DISK is -7817123.0
Action Taken for haproxy:1.7,DISK is -5211412.0
Action Taken for library/postgres:9.4,NET is -50176.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-route:log,DISK is -7817123.0
Action Taken for hantaowang/hotrod-customer:log,NET is -75264.0
Action Taken for hantaowang/redis,NET is -25088.0
Action Taken for hantaowang/hotrod-route:log,NET is -50176.0
Action Taken for hantaowang/hotrod-driver:log,NET is -25088.0
Action Taken for nginx:1.7.9,NET is -75264.0
Action Taken for hantaowang/hotrod-mapper:log,NET is -50176.0
Action Taken for nginx:1.7.9,DISK is -5211412.0
Action Taken for hantaowang/hotrod-frontend,DISK is -5211412.0
Action Taken for haproxy:1.7,NET is -75264.0
Action Taken for hantaowang/hotrod-frontend,NET is -75264.0
hantaowang/hotrod-customer:log,CPU-QUOTA,16.1,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,23.0,RAW
hantaowang/hotrod-driver:log,NET,58538.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,46.0,RAW
library/postgres:9.4,NET,117077.0,RAW
hantaowang/redis,NET,58538.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,8685704.0,RAW
hantaowang/hotrod-route:log,NET,117077.0,RAW
hantaowang/hotrod-api:log,DISK,8685704.0,RAW
library/postgres:9.4,DISK,18239990.0,RAW
haproxy:1.7,NET,175615.0,RAW
hantaowang/hotrod-route:log,DISK,18239990.0,RAW
hantaowang/hotrod-customer:log,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,DISK,26057113.0,RAW
hantaowang/hotrod-frontend,NET,175615.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,6080003.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,70.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,16.1,RAW
library/postgres:9.4,CPU-QUOTA,70.0,RAW
haproxy:1.7,DISK,12159997.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,117077.0,RAW
hantaowang/hotrod-frontend,DISK,12159997.0,RAW


Round 3
Updated performance is 14675.0
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 3: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-driver:log,DISK is -2605701.0
Action Taken for hantaowang/hotrod-route:log,DISK is -5471987.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -6.9
Action Taken for hantaowang/hotrod-api:log,DISK is -2605701.0
Action Taken for library/postgres:9.4,DISK is -5471987.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -21.0
Action Taken for haproxy:1.7,DISK is -3647989.0
Action Taken for library/postgres:9.4,NET is -35124.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -4.83
Action Taken for hantaowang/redis,DISK is -1823990.0
Action Taken for hantaowang/hotrod-customer:log,NET is -52685.0
Action Taken for hantaowang/redis,NET is -17562.0
Action Taken for hantaowang/hotrod-route:log,NET is -35124.0
Action Taken for hantaowang/hotrod-driver:log,NET is -17562.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-mapper:log,NET is -35124.0
Action Taken for hantaowang/hotrod-frontend,DISK is -3647989.0
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -13.8
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -21.0
Action Taken for hantaowang/hotrod-frontend,NET is -52685.0
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,16.1,RAW
hantaowang/hotrod-driver:log,NET,40976.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,32.2,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,6080003.0,RAW
hantaowang/hotrod-route:log,NET,81953.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,12768003.0,RAW
haproxy:1.7,NET,175615.0,RAW
hantaowang/hotrod-route:log,DISK,12768003.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,26057113.0,RAW
hantaowang/hotrod-frontend,NET,122930.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,49.0,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,175615.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,8512008.0,RAW


Round 4
Updated performance is 14950.0
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-mapper:log,DISK is -7817123.0
Action Taken for library/postgres:9.4,DISK is -3830390.0
Action Taken for haproxy:1.7,NET is -52685.0
Action Taken for hantaowang/hotrod-route:log,DISK is -3830390.0
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -9.66
Action Taken for hantaowang/hotrod-route:log,NET is -24586.0
Action Taken for nginx:1.7.9,NET is -52685.0
Action Taken for hantaowang/hotrod-frontend,DISK is -2553592.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -4.83
Action Taken for hantaowang/hotrod-driver:log,DISK is -1823990.0
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,40976.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,22.54,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,57367.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,8937613.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,122930.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,49.0,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Round 5
Updated performance is -1
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,40976.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,22.54,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,57367.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,8937613.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,122930.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,49.0,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Step 6, no pipelines found, increasing partition size to 5
Round 7
Updated performance is -1
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,40976.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,22.54,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,57367.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,8937613.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,18239990.0,RAW
hantaowang/hotrod-frontend,NET,122930.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,49.0,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,17371409.0,RAW
nginx:1.7.9,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Round 8
Updated performance is 14932.5
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis']}
Action Taken for library/postgres:9.4,CPU-QUOTA is -14.7
Action Taken for hantaowang/hotrod-customer:log,DISK is -5211412.0
Action Taken for hantaowang/hotrod-driver:log,NET is -12293.0
Action Taken for hantaowang/hotrod-route:log,DISK is -2681273.0
Action Taken for hantaowang/hotrod-mapper:log,DISK is -5471987.0
Action Taken for hantaowang/hotrod-frontend,NET is -36879.0
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,28683.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,22.54,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,57367.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,6256340.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,NET,86051.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,34.3,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,12159997.0,RAW
nginx:1.7.9,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Round 9
Updated performance is -1
FF Packing has 5 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'haproxy:1.7'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['library/postgres:9.4']}
IMR aware Packing has 5 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 4: ['hantaowang/redis']}
hantaowang/hotrod-customer:log,CPU-QUOTA,11.27,RAW
haproxy:1.7,CPU-QUOTA,23.0,RAW
nginx:1.7.9,DISK,12159997.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,11.27,RAW
hantaowang/hotrod-driver:log,NET,28683.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,22.54,RAW
library/postgres:9.4,NET,81953.0,RAW
hantaowang/redis,NET,40976.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,46.0,RAW
hantaowang/hotrod-driver:log,DISK,4256013.0,RAW
hantaowang/hotrod-route:log,NET,57367.0,RAW
hantaowang/hotrod-api:log,DISK,6080003.0,RAW
library/postgres:9.4,DISK,8937613.0,RAW
haproxy:1.7,NET,122930.0,RAW
hantaowang/hotrod-route:log,DISK,6256340.0,RAW
hantaowang/hotrod-customer:log,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,DISK,12768003.0,RAW
hantaowang/hotrod-frontend,NET,86051.0,RAW
hantaowang/redis,CPU-QUOTA,46.0,RAW
hantaowang/redis,DISK,4256013.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,49.0,RAW
hantaowang/hotrod-api:log,NET,58538.0,RAW
nginx:1.7.9,CPU-QUOTA,11.27,RAW
library/postgres:9.4,CPU-QUOTA,34.3,RAW
haproxy:1.7,DISK,8512008.0,RAW
hantaowang/hotrod-customer:log,DISK,12159997.0,RAW
nginx:1.7.9,NET,122930.0,RAW
hantaowang/hotrod-mapper:log,NET,81953.0,RAW
hantaowang/hotrod-frontend,DISK,5958416.0,RAW


Step 10, no pipelines found, increasing partition size to 7