Starting a new iteration of CUTTING 
All measurements are [19061.0]
Initial Performance is 19061.0

Round 2
Updated performance is 20170.5
FF Packing has 4 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', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 4 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', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-route:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-route:log,CPU-QUOTA is -10.5
Action Taken for nginx:1.7.9,CPU-QUOTA is -10.5
Action Taken for library/postgres:9.4,DISK is -3908556.0
Action Taken for haproxy:1.7,DISK is -3908556.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/redis,DISK is -3908556.0
Action Taken for haproxy:1.7,CPU-QUOTA is -10.5
Action Taken for hantaowang/redis,NET is -37632.0
Action Taken for hantaowang/hotrod-route:log,NET is -37632.0
Action Taken for nginx:1.7.9,DISK is -3908556.0
Action Taken for hantaowang/hotrod-api:log,DISK is -3908556.0
Action Taken for nginx:1.7.9,NET is -37632.0
Action Taken for hantaowang/hotrod-frontend,DISK is -3908556.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -3908556.0
Action Taken for haproxy:1.7,NET is -37632.0
Action Taken for hantaowang/hotrod-frontend,NET is -37632.0
hantaowang/hotrod-customer:log,CPU-QUOTA,24.5,RAW
haproxy:1.7,CPU-QUOTA,24.5,RAW
nginx:1.7.9,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,NET,125439.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,35.0,RAW
library/postgres:9.4,NET,125439.0,RAW
hantaowang/redis,NET,87807.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,9120000.0,RAW
hantaowang/hotrod-route:log,NET,87807.0,RAW
hantaowang/hotrod-api:log,DISK,9120000.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,87807.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,125439.0,RAW
hantaowang/hotrod-mapper:log,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,9120000.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,125439.0,RAW
nginx:1.7.9,CPU-QUOTA,24.5,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,9120000.0,RAW
nginx:1.7.9,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,NET,125439.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Round 3
Updated performance is 19935.5
FF Packing has 4 bins, with placement {0: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', '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', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-api:log,NET is -37632.0
Action Taken for hantaowang/redis,NET is -26343.0
Action Taken for hantaowang/hotrod-customer:log,CPU-QUOTA is -7.35
Action Taken for hantaowang/redis,DISK is -2735990.0
Action Taken for haproxy:1.7,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-route:log,NET is -26343.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-driver:log,NET is -37632.0
Action Taken for haproxy:1.7,NET is -26343.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-driver:log,NET,87807.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,125439.0,RAW
hantaowang/redis,NET,61464.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,9120000.0,RAW
hantaowang/hotrod-route:log,NET,61464.0,RAW
hantaowang/hotrod-api:log,DISK,9120000.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,61464.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,125439.0,RAW
hantaowang/hotrod-mapper:log,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,6384010.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,24.5,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,9120000.0,RAW
nginx:1.7.9,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,NET,125439.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Round 4
Updated performance is 20958.0
FF Packing has 4 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/redis', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/hotrod-route:log', 'library/postgres:9.4']}
IMR aware Packing has 4 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', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/redis', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-route:log,NET is -18440.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -7.35
Action Taken for library/postgres:9.4,NET is -37632.0
Action Taken for haproxy:1.7,NET is -18440.0
Action Taken for hantaowang/redis,DISK is -1915193.0
Action Taken for hantaowang/hotrod-customer:log,NET is -37632.0
Action Taken for hantaowang/redis,NET is -18440.0
Action Taken for nginx:1.7.9,DISK is -2735990.0
Action Taken for hantaowang/hotrod-api:log,DISK is -2735990.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -2735990.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-driver:log,NET,87807.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,43024.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,6384010.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,43024.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,4468817.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,9120000.0,RAW
nginx:1.7.9,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,NET,125439.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Round 5
Updated performance is 21674.5
FF Packing has 3 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 3 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/redis', 'hantaowang/hotrod-api:log', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
Action Taken for library/postgres:9.4,DISK is -2735990.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -2735990.0
Action Taken for haproxy:1.7,NET is -12908.0
Action Taken for haproxy:1.7,CPU-QUOTA is -5.145
Action Taken for nginx:1.7.9,NET is -26343.0
Action Taken for hantaowang/hotrod-mapper:log,NET is -37632.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-driver:log,NET is -26343.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,12.005,RAW
nginx:1.7.9,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,43024.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,6384010.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,6384010.0,RAW
haproxy:1.7,NET,30116.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,4468817.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,6384010.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Round 6
Updated performance is 21548.5
FF Packing has 3 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 1: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/hotrod-api:log', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 3 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 2: ['hantaowang/redis', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -5.145
Action Taken for nginx:1.7.9,CPU-QUOTA is -5.145
Action Taken for hantaowang/hotrod-customer:log,DISK is -1915193.0
Action Taken for haproxy:1.7,NET is -9035.0
Action Taken for hantaowang/redis,DISK is -1340635.0
Action Taken for hantaowang/hotrod-customer:log,NET is -26343.0
Action Taken for hantaowang/redis,NET is -12908.0
Action Taken for hantaowang/hotrod-frontend,DISK is -2735990.0
Action Taken for hantaowang/hotrod-mapper:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -1915193.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,12.005,RAW
nginx:1.7.9,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,12.005,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,30116.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,4468817.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,6384010.0,RAW
haproxy:1.7,NET,21081.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,3128182.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,12.005,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,4468817.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,6384010.0,RAW


Step 7, no pipelines found, increasing partition size to 5
Round 8
Updated performance is 21019.0
FF Packing has 3 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 1: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/hotrod-api:log', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 3 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/redis', 'library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
Action Taken for haproxy:1.7,CPU-QUOTA is -3.6015
Action Taken for hantaowang/hotrod-mapper:log,DISK is -2735990.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -3.6015
Action Taken for hantaowang/hotrod-api:log,NET is -26343.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -1340635.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,8.4035,RAW
nginx:1.7.9,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,8.4035,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,30116.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,4468817.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,6384010.0,RAW
haproxy:1.7,NET,21081.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,3128182.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,61464.0,RAW
nginx:1.7.9,CPU-QUOTA,12.005,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,3128182.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,6384010.0,RAW


Round 9
Updated performance is 22858.0
FF Packing has 3 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 2: ['library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 3 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-route:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/redis', 'library/postgres:9.4', 'hantaowang/hotrod-route:log']}
Action Taken for hantaowang/redis,DISK is -938444.0
Action Taken for nginx:1.7.9,DISK is -1915193.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -5.145
Action Taken for haproxy:1.7,DISK is -2735990.0
Action Taken for nginx:1.7.9,NET is -18440.0
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,8.4035,RAW
nginx:1.7.9,DISK,4468817.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,8.4035,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,30116.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,4468817.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,6384010.0,RAW
haproxy:1.7,NET,21081.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,2189738.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,12.005,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,61464.0,RAW
nginx:1.7.9,CPU-QUOTA,12.005,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,6384010.0,RAW
hantaowang/hotrod-customer:log,DISK,3128182.0,RAW
nginx:1.7.9,NET,43024.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,6384010.0,RAW


Round 10
Updated performance is -1
FF Packing has 3 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis', 'haproxy:1.7', 'haproxy:1.7'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 2: ['library/postgres:9.4', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log']}
IMR aware Packing has 3 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-route:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/redis', 'library/postgres:9.4', 'hantaowang/hotrod-route:log']}
hantaowang/hotrod-customer:log,CPU-QUOTA,17.15,RAW
haproxy:1.7,CPU-QUOTA,8.4035,RAW
nginx:1.7.9,DISK,4468817.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,8.4035,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,30116.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,4468817.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,6384010.0,RAW
haproxy:1.7,NET,21081.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,2189738.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,12.005,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,61464.0,RAW
nginx:1.7.9,CPU-QUOTA,12.005,RAW
library/postgres:9.4,CPU-QUOTA,35.0,RAW
haproxy:1.7,DISK,6384010.0,RAW
hantaowang/hotrod-customer:log,DISK,3128182.0,RAW
nginx:1.7.9,NET,43024.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,6384010.0,RAW


Starting a new iteration of CUTTING 
All measurements are [18566.0]
Initial Performance is 18566.0

Round 2
Updated performance is 19344.5
FF Packing has 4 bins, with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'nginx:1.7.9', 'hantaowang/redis', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/hotrod-route:log', 'library/postgres:9.4', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-driver:log', 'nginx:1.7.9', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/redis', 'library/postgres:9.4', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log']}
Action Taken for hantaowang/hotrod-route:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-frontend,NET is -37632.0
Action Taken for hantaowang/hotrod-route:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-api:log,NET is -37632.0
Action Taken for haproxy:1.7,CPU-QUOTA is -10.5
Action Taken for hantaowang/redis,NET is -37632.0
Action Taken for library/postgres:9.4,DISK is -3908556.0
Action Taken for library/postgres:9.4,CPU-QUOTA is -10.5
Action Taken for haproxy:1.7,DISK is -3908556.0
Action Taken for library/postgres:9.4,NET is -37632.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -3908556.0
Action Taken for haproxy:1.7,NET is -37632.0
Action Taken for hantaowang/redis,DISK is -3908556.0
Action Taken for hantaowang/hotrod-customer:log,NET is -37632.0
Action Taken for hantaowang/hotrod-route:log,NET is -37632.0
Action Taken for nginx:1.7.9,NET is -37632.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-driver:log,NET is -37632.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,24.5,RAW
nginx:1.7.9,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-driver:log,NET,87807.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,35.0,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,87807.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,9120000.0,RAW
hantaowang/hotrod-route:log,NET,87807.0,RAW
hantaowang/hotrod-api:log,DISK,13028556.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,87807.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,DISK,13028556.0,RAW
hantaowang/hotrod-frontend,NET,87807.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,9120000.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,35.0,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,9120000.0,RAW
nginx:1.7.9,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,NET,125439.0,RAW
hantaowang/hotrod-frontend,DISK,13028556.0,RAW


Round 3
Updated performance is 20455.0
FF Packing has 4 bins, with placement {0: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log'], 1: ['hantaowang/hotrod-mapper:log', 'hantaowang/redis', 'hantaowang/hotrod-frontend', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log'], 2: ['hantaowang/hotrod-customer:log', 'haproxy:1.7', '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', 'library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'nginx:1.7.9', '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'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-route:log'], 3: ['hantaowang/redis', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-mapper:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-api:log,DISK is -3908556.0
Action Taken for hantaowang/hotrod-driver:log,NET is -26343.0
Action Taken for hantaowang/redis,DISK is -2735990.0
Action Taken for haproxy:1.7,CPU-QUOTA is -7.35
Action Taken for nginx:1.7.9,DISK is -3908556.0
Action Taken for nginx:1.7.9,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-mapper:log,NET is -37632.0
Action Taken for hantaowang/hotrod-driver:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-frontend,NET is -26343.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-driver:log,NET,61464.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,87807.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,9120000.0,RAW
hantaowang/hotrod-route:log,NET,87807.0,RAW
hantaowang/hotrod-api:log,DISK,9120000.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,87807.0,RAW
hantaowang/hotrod-route:log,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,NET,61464.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,6384010.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,24.5,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,9120000.0,RAW
nginx:1.7.9,NET,87807.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,13028556.0,RAW


Round 4
Updated performance is 21299.5
FF Packing has 4 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/redis', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend'], 2: ['haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/redis', 'library/postgres:9.4']}
Action Taken for nginx:1.7.9,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-customer:log,DISK is -2735990.0
Action Taken for hantaowang/hotrod-route:log,DISK is -2735990.0
Action Taken for hantaowang/hotrod-customer:log,NET is -26343.0
Action Taken for hantaowang/redis,NET is -26343.0
Action Taken for hantaowang/hotrod-route:log,NET is -26343.0
Action Taken for nginx:1.7.9,DISK is -2735990.0
Action Taken for nginx:1.7.9,NET is -26343.0
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -10.5
Action Taken for hantaowang/hotrod-driver:log,NET is -18440.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-driver:log,NET,43024.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,87807.0,RAW
hantaowang/redis,NET,61464.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,9120000.0,RAW
hantaowang/hotrod-route:log,NET,61464.0,RAW
hantaowang/hotrod-api:log,DISK,9120000.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,87807.0,RAW
hantaowang/hotrod-route:log,DISK,6384010.0,RAW
hantaowang/hotrod-customer:log,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,DISK,9120000.0,RAW
hantaowang/hotrod-frontend,NET,61464.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,6384010.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,6384010.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,13028556.0,RAW


Step 5, no pipelines found, increasing partition size to 5
Round 6
Updated performance is 21320.5
FF Packing has 4 bins, with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/redis', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7'], 2: ['haproxy:1.7', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/hotrod-api:log', 'library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['nginx:1.7.9', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['hantaowang/redis', 'library/postgres:9.4']}
Action Taken for hantaowang/hotrod-mapper:log,DISK is -2735990.0
Action Taken for hantaowang/hotrod-route:log,NET is -18440.0
Action Taken for hantaowang/hotrod-api:log,DISK is -2735990.0
Action Taken for library/postgres:9.4,NET is -26343.0
Action Taken for hantaowang/hotrod-route:log,DISK is -1915193.0
Action Taken for hantaowang/hotrod-customer:log,NET is -18440.0
Action Taken for hantaowang/hotrod-driver:log,DISK is -2735990.0
Action Taken for nginx:1.7.9,DISK is -1915193.0
Action Taken for hantaowang/hotrod-frontend,DISK is -3908556.0
Action Taken for hantaowang/hotrod-frontend,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-frontend,NET is -18440.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,4468817.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-driver:log,NET,43024.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,61464.0,RAW
hantaowang/redis,NET,61464.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,6384010.0,RAW
hantaowang/hotrod-route:log,NET,43024.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,87807.0,RAW
hantaowang/hotrod-route:log,DISK,4468817.0,RAW
hantaowang/hotrod-customer:log,NET,43024.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,43024.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,6384010.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,6384010.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Round 7
Updated performance is 22131.0
FF Packing has 4 bins, with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/redis']}
Action Taken for hantaowang/hotrod-mapper:log,CPU-QUOTA is -7.35
Action Taken for hantaowang/hotrod-route:log,NET is -12908.0
Action Taken for hantaowang/hotrod-driver:log,NET is -12908.0
Action Taken for hantaowang/hotrod-customer:log,DISK is -1915193.0
Action Taken for haproxy:1.7,NET is -26343.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,4468817.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-driver:log,NET,30116.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,61464.0,RAW
hantaowang/redis,NET,61464.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,6384010.0,RAW
hantaowang/hotrod-route:log,NET,30116.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,61464.0,RAW
hantaowang/hotrod-route:log,DISK,4468817.0,RAW
hantaowang/hotrod-customer:log,NET,43024.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,43024.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,6384010.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,9120000.0,RAW
hantaowang/hotrod-customer:log,DISK,4468817.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Step 8, no pipelines found, increasing partition size to 7
Round 9
Updated performance is 22198.0
FF Packing has 4 bins, with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/redis'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log'], 3: ['library/postgres:9.4']}
IMR aware Packing has 4 bins with placement {0: ['hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'hantaowang/hotrod-mapper:log', 'nginx:1.7.9', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-driver:log', 'hantaowang/hotrod-customer:log'], 1: ['hantaowang/hotrod-customer:log', 'hantaowang/hotrod-customer:log', 'hantaowang/hotrod-frontend', 'haproxy:1.7', 'haproxy:1.7', 'hantaowang/hotrod-route:log', 'hantaowang/hotrod-route:log'], 2: ['hantaowang/hotrod-route:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'hantaowang/hotrod-api:log', 'library/postgres:9.4'], 3: ['hantaowang/redis']}
Action Taken for hantaowang/redis,DISK is -1915193.0
Action Taken for hantaowang/hotrod-route:log,DISK is -1340635.0
Action Taken for hantaowang/hotrod-route:log,NET is -9035.0
Action Taken for haproxy:1.7,DISK is -2735990.0
hantaowang/hotrod-customer:log,CPU-QUOTA,35.0,RAW
haproxy:1.7,CPU-QUOTA,17.15,RAW
nginx:1.7.9,DISK,4468817.0,RAW
hantaowang/hotrod-frontend,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-driver:log,NET,30116.0,RAW
hantaowang/hotrod-driver:log,CPU-QUOTA,24.5,RAW
library/postgres:9.4,NET,61464.0,RAW
hantaowang/redis,NET,61464.0,RAW
hantaowang/hotrod-api:log,CPU-QUOTA,35.0,RAW
hantaowang/hotrod-driver:log,DISK,6384010.0,RAW
hantaowang/hotrod-route:log,NET,21081.0,RAW
hantaowang/hotrod-api:log,DISK,6384010.0,RAW
library/postgres:9.4,DISK,9120000.0,RAW
haproxy:1.7,NET,61464.0,RAW
hantaowang/hotrod-route:log,DISK,3128182.0,RAW
hantaowang/hotrod-customer:log,NET,43024.0,RAW
hantaowang/hotrod-mapper:log,DISK,6384010.0,RAW
hantaowang/hotrod-frontend,NET,43024.0,RAW
hantaowang/redis,CPU-QUOTA,35.0,RAW
hantaowang/redis,DISK,4468817.0,RAW
hantaowang/hotrod-mapper:log,CPU-QUOTA,17.15,RAW
hantaowang/hotrod-route:log,CPU-QUOTA,24.5,RAW
hantaowang/hotrod-api:log,NET,87807.0,RAW
nginx:1.7.9,CPU-QUOTA,17.15,RAW
library/postgres:9.4,CPU-QUOTA,24.5,RAW
haproxy:1.7,DISK,6384010.0,RAW
hantaowang/hotrod-customer:log,DISK,4468817.0,RAW
nginx:1.7.9,NET,61464.0,RAW
hantaowang/hotrod-mapper:log,NET,87807.0,RAW
hantaowang/hotrod-frontend,DISK,9120000.0,RAW


Step 10, no pipelines found, increasing partition size to 9