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© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Greg Chase, Moderator
@GregChase
Greenplum Experts Panel
Greenplum Operations at Scale
Introducing our Panel…
● Ronald Scott Smith, VP of Data Warehousing, Conversant
● Ailun Quin, VP of Global Operations, Morgan Stanley Technology
● Eran Shaked, Product Owner, Verint
● Dmitry Pavlov, Chief Product Officer, Arenadata
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Conversant
Ronald Scott Smith, VP Data Warehouse
rsmith@conversantmedia.com
PostgresConf 2019 | Greenplum Summit 2019
Per Server Per Cluster
Cluster
Name
# Segment
Servers
Segment
Server
Type CPU
RAM
(Gb) Data Disk
Useable
File
System
(Tb) Segs/Node CPU RAM (Gb)
Current
Storage
Used (Tb)
Total
Primary
Segs
GPB 192 R730
2 x CPU E5-2680 v3 @ 2.50GHz
(12c) 256 558.38 x 24 10.8 12 384 (4608c) 49152 581.38 1152
GPC 192 R730
2 x CPU E5-2680 v3 @ 2.50GHz
(12c) 256 558.38 x 24 10.8 12 384 (4608c) 49152 703.39 1152
GPD 16 R730
2 x CPU E5-2695 v3 @ 2.30GHz
(14c) 128 558.38 x 12 4.4 12 32 (448c) 2048 7.3 96
GPE 26 R740
2 x Gold 6140 CPU @ 2.30GHz
(18c) 352 837.75 x 24 18 12 52 (936c) 9152 191.28 156
GPF 26 R740
2 x Gold 6140 CPU @ 2.30GHz
(18c) 384 837.75 x 24 18 12 52 (936c) 9984 43.44 156
GPV2 144 R720
2 x CPU E5-2660 0 @ 2.20GHz
(8c) 256 278.46 x 24 5.4 12 288 (2304) 36864 55.45 864
GPCloud1 12 r4.4xlarge
Platinum 8175M CPU @
2.50GHz (8c) 128 340 x 4 1.3 8 24 (192) 1536 1.1 48
GPCloud2 12 r4.4xlarge
Platinum 8175M CPU @
2.50GHz (8c) 128 340 x 4 1.3 8 24 (192) 1536 3 48
1586.34
Conversant: Examples of Monitoring
GP-Prod Storage GP-Prod Connect and Usability
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Morgan Stanley
Ailun Quin, VP of Global Operations
ailun.quin@morganstanley.com
PostgresConf 2019 | Greenplum Summit 2019
• 51 Clusters; 1077 Nodes; Thousands of Cores (based on contract); Hundreds of Users
– 25 Production Instances
– 12 QA Instances
– 14 Test Instances
– A Typical Production Instances are compromised of a 22 or 40 host node setup.
756 GB of MemoryPer Segment Hosts
Between 600 to 1200 TB Per Plant
400 to 1800 CPU Cores Per Plant
10 Gig Network Interconnect
A prod Pairing that have equal data content and hardware metrics. App teams use dual ETA to keep DB’s in sync.
– Current Software Versions are on GP 5.X and GP 4.3.30.X.
– Hardware models are Dell/Lenovo and VMware for new Dev/QA systems
– GP Physical systems use local disk & Raid 5 config
Greenplum Plant at Morgan Stanley
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Verint
Eran Shaked, Product Owner
eran.shaked@verint.com
PostgresConf 2019 | Greenplum Summit 2019
Verint inclusion of Greenplum
● 20 Deployments of Verint Application with Greenplum worldwide
● Largest customer deployment
● 8 racks
● 128 servers, 1024 Postgres processes, 32768 CPU
● Continuously loading 6B records a day!
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Arenadata
Dmitry Pavlov, Chief Product Officer
pds@arenadata.io
PostgresConf 2019 | Greenplum Summit 2019
#ScaleMatters
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.

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Greenplum Experts Panel, Greenplum Operations at Scale - Greenplum Summit 2019

  • 1.
  • 2. © Copyright 2019 Pivotal Software, Inc. All rights Reserved. Greg Chase, Moderator @GregChase Greenplum Experts Panel Greenplum Operations at Scale
  • 3. Introducing our Panel… ● Ronald Scott Smith, VP of Data Warehousing, Conversant ● Ailun Quin, VP of Global Operations, Morgan Stanley Technology ● Eran Shaked, Product Owner, Verint ● Dmitry Pavlov, Chief Product Officer, Arenadata
  • 4. © Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved. Conversant Ronald Scott Smith, VP Data Warehouse rsmith@conversantmedia.com PostgresConf 2019 | Greenplum Summit 2019
  • 5. Per Server Per Cluster Cluster Name # Segment Servers Segment Server Type CPU RAM (Gb) Data Disk Useable File System (Tb) Segs/Node CPU RAM (Gb) Current Storage Used (Tb) Total Primary Segs GPB 192 R730 2 x CPU E5-2680 v3 @ 2.50GHz (12c) 256 558.38 x 24 10.8 12 384 (4608c) 49152 581.38 1152 GPC 192 R730 2 x CPU E5-2680 v3 @ 2.50GHz (12c) 256 558.38 x 24 10.8 12 384 (4608c) 49152 703.39 1152 GPD 16 R730 2 x CPU E5-2695 v3 @ 2.30GHz (14c) 128 558.38 x 12 4.4 12 32 (448c) 2048 7.3 96 GPE 26 R740 2 x Gold 6140 CPU @ 2.30GHz (18c) 352 837.75 x 24 18 12 52 (936c) 9152 191.28 156 GPF 26 R740 2 x Gold 6140 CPU @ 2.30GHz (18c) 384 837.75 x 24 18 12 52 (936c) 9984 43.44 156 GPV2 144 R720 2 x CPU E5-2660 0 @ 2.20GHz (8c) 256 278.46 x 24 5.4 12 288 (2304) 36864 55.45 864 GPCloud1 12 r4.4xlarge Platinum 8175M CPU @ 2.50GHz (8c) 128 340 x 4 1.3 8 24 (192) 1536 1.1 48 GPCloud2 12 r4.4xlarge Platinum 8175M CPU @ 2.50GHz (8c) 128 340 x 4 1.3 8 24 (192) 1536 3 48 1586.34
  • 6. Conversant: Examples of Monitoring GP-Prod Storage GP-Prod Connect and Usability
  • 7. © Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved. Morgan Stanley Ailun Quin, VP of Global Operations ailun.quin@morganstanley.com PostgresConf 2019 | Greenplum Summit 2019
  • 8. • 51 Clusters; 1077 Nodes; Thousands of Cores (based on contract); Hundreds of Users – 25 Production Instances – 12 QA Instances – 14 Test Instances – A Typical Production Instances are compromised of a 22 or 40 host node setup. 756 GB of MemoryPer Segment Hosts Between 600 to 1200 TB Per Plant 400 to 1800 CPU Cores Per Plant 10 Gig Network Interconnect A prod Pairing that have equal data content and hardware metrics. App teams use dual ETA to keep DB’s in sync. – Current Software Versions are on GP 5.X and GP 4.3.30.X. – Hardware models are Dell/Lenovo and VMware for new Dev/QA systems – GP Physical systems use local disk & Raid 5 config Greenplum Plant at Morgan Stanley
  • 9. © Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved. Verint Eran Shaked, Product Owner eran.shaked@verint.com PostgresConf 2019 | Greenplum Summit 2019
  • 10. Verint inclusion of Greenplum ● 20 Deployments of Verint Application with Greenplum worldwide ● Largest customer deployment ● 8 racks ● 128 servers, 1024 Postgres processes, 32768 CPU ● Continuously loading 6B records a day!
  • 11. © Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved. Arenadata Dmitry Pavlov, Chief Product Officer pds@arenadata.io PostgresConf 2019 | Greenplum Summit 2019
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  • 17. #ScaleMatters © Copyright 2019 Pivotal Software, Inc. All rights Reserved.