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© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Jon Roberts
Principal Engineer
Twitterless
Pivotal Greenplum
Cloud Marketplaces
Cover w/ Image
■ FAST
■ Leverage the Cloud
■ Same Experience Across Clouds
■ Secure
Goals for Cloud
Deployments
Goal 1 - Fast
● Companies use Greenplum for SPEED
● Cloud Deployments Must be Fast too
Performance Tuning
What is Tuned?
● Virtual Machine
● Operating System
● Disk
● Memory
● Network
● Marketplace Template
How is it Measured?
● "gpcheckperf" (Greenplum Utility)
for Network and Disk
● TPC-DS Benchmark
● Cloud Vendor Specs
TPC-DS Performance Test
Score
● Transaction Processing Performance Council (TPC)
● Members include:
○ Pivotal, Cloudera, HP, IBM, Microsoft, MapR, Oracle, RedHat,
Teradata, Intel, VMWare, Dell, and many others
● Decision Support (DS): Standard for Big Data / Data Warehousing
● Star Schema with 24 Tables and 99 Queries
● 3TB of data
● 1 and 5 Users
https://github.com/pivotalguru/tpc-ds
Score is a Function of
Duration and Hardware
Larger Score = Faster
TPC-DS Performance Test
TPC-DS Performance Test
Goal 2 - Leverage The Cloud
● Take Advantage of Cloud-Only Features
○ On-Demand Provisioning
○ Node Replacement
○ Disk Snapshots
○ Upgrades
○ Optional Installations
○ Web Based
On-Demand Provisioning
● Deployments Take less than 1 Hour to Complete
● Removes Barriers to Evaluate and Buy
● Empowers Business Units
Azure Resource Group
Deployment
AWS CloudFormation
GCP Deployment
Manager
Node Replacement
Pivotal Greenplum Self-Healing
● ANY Node Failure gets Automatically Replaced and Recovered
● Full Recovery in as little as 5 Minutes
○ On-Premises Recovery can last for Days!
● Online Recovery for Standby and Segment Hosts
● pgBouncer pause before Rebalance
VM VM
VMVM
VM
X
Demos in Pivotal
Booth!
Node Replacement
Pivotal Greenplum Self-Healing
Single Master
● Maintains High Availability
● No Performance Loss
● Fast Recovery with Self-Healing
● Save $$ on Infrastructure and
Licensing Costs
Interconnect
sdw1
Standby
Seg1
Seg2
Seg3
Seg4
sdw2
Seg5
Seg6
Seg7
Seg8
sdw3
Seg9
Seg10
Seg11
Seg12
...
mdw
Master
Disk Snapshots
gpsnap
● Schedule, Create, List, Delete, and Restore Snapshots with "gpsnap" and
"gpcronsnap"
● IaaS Snapshots Provide Fast Backup of a Volume
● Full Cluster Backup Measured in Minutes
● Automatically Configured to take a Weekly Snapshot Backup
● Snapshots are executed in Parallel so they are very FAST!
Data Volume Snapshot Restore
Demos in Pivotal
Booth!
Upgrades
gprelease
● Notification of New Version Availability with gpcronrelease (Executes Weekly)
● Installation of New Version with gprelease
● Existing Optional Packages (MADlib, PostGIS, Command Center, etc) Re-Installed and
Upgraded if Needed
Demos in Pivotal
Booth!
Optional Installations
gpoptional
● Deployment Parameters to Install
Components
● Or Post Deployment Tool
gpoptional
● Included Packages
○ Command Center
○ Data Science R and Python
○ MADlib
○ PostGIS
○ PL/R
Demos in Pivotal
Booth!
Web Based
Greenplum Browser
● Schema Browser
● SQL Queries
● Self-Signed SSL
Certificate
● Open Source
Goal 3 - Same Experience Across Clouds
● Similar Deployment
● Same Tools
● Same Software Versions
Parameters - Basics
Parameter AWS Azure GCP
Name? Stack Name Deployment Name Deployment Name
Where
Deployed?
Availability
Zone
Resource Group +
Location
Zone
SSH Key? Key Name SSH Public Key N/A
Who Can
Access?
SSH Location SSH Location SSH Location
Subnet CIDR ClusterSubnet Subnet Subnet
Instance
Type?
Instance
Type+Storage
Instance
Type+Storage
Instance Type
Instance
Storage?
N/A N/A Node Storage
How Many? Instance Count Instance Count Node Count
● GCP SSH Key is Managed
Automatically
● Azure Deployments are in a
Resource Group as well as
in a Location
● AWS and Azure Storage is
set by Instance Type for
Optimal Performance
● GCP Disk Size does not
impact performance
Demos in Pivotal
Booth!
Parameters - AWS
Parameter AWS
Name? Stack Name
SSH Key? Key Name
Who Can
Access?
SSH Location
Where
Deployed?
Availability
Zone
Subnet CIDR Subnet
Instance
Type?
Instance
Type+Storage
How Many? Instance Count
Parameters - Azure
Parameter Azure
Name? Deployment Name
SSH Key? SSH Public Key
Who Can
Access?
SSH Location
Subnet Subnet
Where
Deployed?
Resource Group + Location
Parameters - Azure
Parameter Azure
Instance
Type?
Instance Type+Storage
How Many? Instance Count
Parameters - GCP
Parameter GCP
Name? Deployment Name
Where
Deployed?
Zone
Subnet Subnet
Instance
Type?
Instance Type
How Many? Node Count
Instance
Storage?
Node Storage
Who Can
Access?
SSH Location
Dynamic SSH Keys
Parameters - Optional Installs
Parameter AWS Azure GCP
Install? Command Center Command Center Command Center
Install? MADlib MADlib MADlib
Install? Data Science Python Data Science Python Data Science Python
Install? Data Science R Data Science R Data Science R
Install? PL/R PL/R PL/R
Install? PostGIS PostGIS PostGIS
● Optional Installs performed by "gpoptional"
Optional Installs
AWS Azure GCP
Same Experience Across Clouds
Goal 4 - Secure
● Must Be Secure
● Customers Must Have Confidence In Solution
Secure
● Templates and Machine Images Reviewed by Cloud Vendor
● Best Practices Implemented
○ Password Authentication Disabled
○ Greenplum MD5 Encrypted Password Authentication
○ Root Login Disabled
● Data At Rest Encryption Available
● Network Isolation
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved.
Frequently Asked Questions
Greenplum on Cloud Marketplaces
FAQs
● Encryption
● Documentation
● Feature Comparison
● Licensing
Encryption
● AWS
○ EBS Encryption Option
● Azure
○ Partner: Thales Vormetric
● GCP
○ Automatic
Documentation
● Release Notes
○ Detailed Information
○ Located On Each Marketplace Listing
● Overview
○ One Pager
○ Located on Each Marketplace Listing
Documentation
AWS
Azure
GCP
Cloud Marketplace Feature Comparison
Feature AWS Azure GCP
Marketplace
BYOL License Yes Yes Yes
Hourly License Yes Yes Yes
Tools
GP Browser Yes Yes Yes
pgBouncer Yes Yes Yes
Optional Installer Yes Yes Yes
Upgrade Utility Yes Yes Yes
Recovery Self Healing Yes Yes Yes
Snapshots
Backup / Restore Yes Yes Yes
Disaster Recovery Yes No Yes
Licensing
Free, BYOL, or Metered
● Free: Pivotal Web Services
○ Greenplum Tile: Fully Managed, Automated
Maintenance, Multi-Tenancy
● Bring Your Own License (BYOL)
○ AWS and GCP: 1 core = 2 vCPUs (hyperthreading)
○ Azure: 1 core = 1 vCPU
○ Same Support as On-Premise
○ 90 Day Evaluation in EULA (but without Support)
● Metered
○ Pivotal Greenplum additional $0.50 per core per hour
#ScaleMatters
© Copyright 2019 Pivotal Software, Inc. All rights Reserved.

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Pivotal Greenplum Cloud Marketplaces - Greenplum Summit 2019

  • 1.
  • 2. © Copyright 2019 Pivotal Software, Inc. All rights Reserved. Jon Roberts Principal Engineer Twitterless Pivotal Greenplum Cloud Marketplaces
  • 3. Cover w/ Image ■ FAST ■ Leverage the Cloud ■ Same Experience Across Clouds ■ Secure Goals for Cloud Deployments
  • 4. Goal 1 - Fast ● Companies use Greenplum for SPEED ● Cloud Deployments Must be Fast too
  • 5. Performance Tuning What is Tuned? ● Virtual Machine ● Operating System ● Disk ● Memory ● Network ● Marketplace Template How is it Measured? ● "gpcheckperf" (Greenplum Utility) for Network and Disk ● TPC-DS Benchmark ● Cloud Vendor Specs
  • 6. TPC-DS Performance Test Score ● Transaction Processing Performance Council (TPC) ● Members include: ○ Pivotal, Cloudera, HP, IBM, Microsoft, MapR, Oracle, RedHat, Teradata, Intel, VMWare, Dell, and many others ● Decision Support (DS): Standard for Big Data / Data Warehousing ● Star Schema with 24 Tables and 99 Queries ● 3TB of data ● 1 and 5 Users https://github.com/pivotalguru/tpc-ds
  • 7. Score is a Function of Duration and Hardware Larger Score = Faster TPC-DS Performance Test
  • 9. Goal 2 - Leverage The Cloud ● Take Advantage of Cloud-Only Features ○ On-Demand Provisioning ○ Node Replacement ○ Disk Snapshots ○ Upgrades ○ Optional Installations ○ Web Based
  • 10. On-Demand Provisioning ● Deployments Take less than 1 Hour to Complete ● Removes Barriers to Evaluate and Buy ● Empowers Business Units Azure Resource Group Deployment AWS CloudFormation GCP Deployment Manager
  • 11. Node Replacement Pivotal Greenplum Self-Healing ● ANY Node Failure gets Automatically Replaced and Recovered ● Full Recovery in as little as 5 Minutes ○ On-Premises Recovery can last for Days! ● Online Recovery for Standby and Segment Hosts ● pgBouncer pause before Rebalance VM VM VMVM VM X Demos in Pivotal Booth!
  • 12. Node Replacement Pivotal Greenplum Self-Healing Single Master ● Maintains High Availability ● No Performance Loss ● Fast Recovery with Self-Healing ● Save $$ on Infrastructure and Licensing Costs Interconnect sdw1 Standby Seg1 Seg2 Seg3 Seg4 sdw2 Seg5 Seg6 Seg7 Seg8 sdw3 Seg9 Seg10 Seg11 Seg12 ... mdw Master
  • 13. Disk Snapshots gpsnap ● Schedule, Create, List, Delete, and Restore Snapshots with "gpsnap" and "gpcronsnap" ● IaaS Snapshots Provide Fast Backup of a Volume ● Full Cluster Backup Measured in Minutes ● Automatically Configured to take a Weekly Snapshot Backup ● Snapshots are executed in Parallel so they are very FAST! Data Volume Snapshot Restore Demos in Pivotal Booth!
  • 14. Upgrades gprelease ● Notification of New Version Availability with gpcronrelease (Executes Weekly) ● Installation of New Version with gprelease ● Existing Optional Packages (MADlib, PostGIS, Command Center, etc) Re-Installed and Upgraded if Needed Demos in Pivotal Booth!
  • 15. Optional Installations gpoptional ● Deployment Parameters to Install Components ● Or Post Deployment Tool gpoptional ● Included Packages ○ Command Center ○ Data Science R and Python ○ MADlib ○ PostGIS ○ PL/R Demos in Pivotal Booth!
  • 16. Web Based Greenplum Browser ● Schema Browser ● SQL Queries ● Self-Signed SSL Certificate ● Open Source
  • 17. Goal 3 - Same Experience Across Clouds ● Similar Deployment ● Same Tools ● Same Software Versions
  • 18. Parameters - Basics Parameter AWS Azure GCP Name? Stack Name Deployment Name Deployment Name Where Deployed? Availability Zone Resource Group + Location Zone SSH Key? Key Name SSH Public Key N/A Who Can Access? SSH Location SSH Location SSH Location Subnet CIDR ClusterSubnet Subnet Subnet Instance Type? Instance Type+Storage Instance Type+Storage Instance Type Instance Storage? N/A N/A Node Storage How Many? Instance Count Instance Count Node Count ● GCP SSH Key is Managed Automatically ● Azure Deployments are in a Resource Group as well as in a Location ● AWS and Azure Storage is set by Instance Type for Optimal Performance ● GCP Disk Size does not impact performance Demos in Pivotal Booth!
  • 19. Parameters - AWS Parameter AWS Name? Stack Name SSH Key? Key Name Who Can Access? SSH Location Where Deployed? Availability Zone Subnet CIDR Subnet Instance Type? Instance Type+Storage How Many? Instance Count
  • 20. Parameters - Azure Parameter Azure Name? Deployment Name SSH Key? SSH Public Key Who Can Access? SSH Location Subnet Subnet Where Deployed? Resource Group + Location
  • 21. Parameters - Azure Parameter Azure Instance Type? Instance Type+Storage How Many? Instance Count
  • 22. Parameters - GCP Parameter GCP Name? Deployment Name Where Deployed? Zone Subnet Subnet Instance Type? Instance Type How Many? Node Count Instance Storage? Node Storage Who Can Access? SSH Location Dynamic SSH Keys
  • 23. Parameters - Optional Installs Parameter AWS Azure GCP Install? Command Center Command Center Command Center Install? MADlib MADlib MADlib Install? Data Science Python Data Science Python Data Science Python Install? Data Science R Data Science R Data Science R Install? PL/R PL/R PL/R Install? PostGIS PostGIS PostGIS ● Optional Installs performed by "gpoptional"
  • 24. Optional Installs AWS Azure GCP Same Experience Across Clouds
  • 25. Goal 4 - Secure ● Must Be Secure ● Customers Must Have Confidence In Solution
  • 26. Secure ● Templates and Machine Images Reviewed by Cloud Vendor ● Best Practices Implemented ○ Password Authentication Disabled ○ Greenplum MD5 Encrypted Password Authentication ○ Root Login Disabled ● Data At Rest Encryption Available ● Network Isolation
  • 27. © Copyright 2019 Pivotal Software, Inc. All rights Reserved.© Copyright 2019 Pivotal Software, Inc. All rights Reserved. Frequently Asked Questions Greenplum on Cloud Marketplaces
  • 28. FAQs ● Encryption ● Documentation ● Feature Comparison ● Licensing
  • 29. Encryption ● AWS ○ EBS Encryption Option ● Azure ○ Partner: Thales Vormetric ● GCP ○ Automatic
  • 30. Documentation ● Release Notes ○ Detailed Information ○ Located On Each Marketplace Listing ● Overview ○ One Pager ○ Located on Each Marketplace Listing
  • 32. Cloud Marketplace Feature Comparison Feature AWS Azure GCP Marketplace BYOL License Yes Yes Yes Hourly License Yes Yes Yes Tools GP Browser Yes Yes Yes pgBouncer Yes Yes Yes Optional Installer Yes Yes Yes Upgrade Utility Yes Yes Yes Recovery Self Healing Yes Yes Yes Snapshots Backup / Restore Yes Yes Yes Disaster Recovery Yes No Yes
  • 33. Licensing Free, BYOL, or Metered ● Free: Pivotal Web Services ○ Greenplum Tile: Fully Managed, Automated Maintenance, Multi-Tenancy ● Bring Your Own License (BYOL) ○ AWS and GCP: 1 core = 2 vCPUs (hyperthreading) ○ Azure: 1 core = 1 vCPU ○ Same Support as On-Premise ○ 90 Day Evaluation in EULA (but without Support) ● Metered ○ Pivotal Greenplum additional $0.50 per core per hour
  • 34. #ScaleMatters © Copyright 2019 Pivotal Software, Inc. All rights Reserved.