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MongoDB Atlas -
A Tale of
Three
Cloud Providers
Narrator
Implementation Deep Dive
4+ years at MongoDB
2+ years: Lead for Ops Manager
Last 18+ months: Lead for Atlas
Flashback
December 2015
Implementation Deep Dive
Cloud Team was 4 years old
Define an Atlas MVP
Worked through Winter/Spring
Atlas released June 2016 at
MongoDB World
Flashback
December 2016
Implementation Deep Dive
AWS is great, but we want to be
on GCP/Azure too
Worked through Winter/Spring
Here we are at MongoDB World
2017 releasing on GCP/Azure.
Present Day
Implementation Deep Dive
Chapter 1: Hardware
Chapter 2: Account Layout
Chapter 3: Software
Epilogue: MongoDB 2018
Chapter 1: Hardware
7
A Customer on AWS
AWS Account X - Region Y
VPC for Customer N
Availability Zone A Availability Zone B Availability Zone C
Subnet A Subnet B Subnet C
mongod - 27107 mongod - 27107 mongod - 27107
8
A Customer on Azure
Azure Subscription X
Resource Group for Customer Y
VNET
Availability Set
mongod - 27107mongod - 27107mongod - 27107
9
A Customer on Google Cloud Platform
GCP Organization
Project for Customer N
Zone A Zone B Zone C
Network
Subnet
mongod - 27107 mongod - 27107 mongod - 27107
10
Disk Comparison
Cloud Storage Type Capacity Performance
AWS GP2 10GB - 16TB 3 IOPS/GB
AWS IO1 10GB - 16TB 15/30 IOPS/GB
Azure P-Series 128GB
512GB
1024GB
500 IOPS
2300 IOPS
5000 IOPS
GCP SSD Persistent Storage 1GB-64TB 30 IOPS/GB
11
Instance Size Comparison
Cloud AWS Azure GCP
AWS T2-Series (M10/M20) ⅕ Core
⅖ Core
2GB
4GB
AWS M4-Series (M30+) 2 Core
4 Core
...
8GB
16GB
...
Azure DS_v2 1 Core
2 Core
...
3.5GB
7GB
...
GCP G1 Series 1/2 1.7GB
GCP N1 Series 1 Core
2 Core
...
3.75GB
7.5GB
...
Chapter 2: Account Structure
Goals
Implementation Deep Dive
Consolidated Authentication
Consolidated Billing
Scales
14
AWS Account Layout
One root account
1000 customers per Account
Service account per Account
Consolidated billing to root account
Delegated auth from root account
AWS Root
Account
Dev
Account
QA
Account
Prod
Account
Dev
VPC N
15
Azure Account Layout
Azure AD holds users / applications
Customer assigned to Subscription
400 customers per Subscription
Active
Directory
Dev
Sub.
QA
Sub.
Prod
Sub
Dev
Resource
Group N
16
GCP Account Layout
One GCP Organization
A folder per environment
Customer gets a project in a folder
Service account per folder
Organization
Dev
Folder
QA
Folder
Prod
Folder
Dev
Project
N
Chapter 3: Software
What was easy and what was not
18
Cloud Agents - Easy!
● Monitoring Agent, Backup Agent, Automation Agent
● Our tools, written in Go.
● Talk to / Manage MongoDB and report back to Cloud infrastructure
19
Machine Images - Easy!
● All CentOS 7
● Minor updates to Chef cookbooks
● Scripts to build Azure/GCP Images
20
Split Horizon DNS - More Difficult
AWS provided this for free
Need to build for Azure/GCP
Used multiple Zones (Route53)
Used dnsmasq on the VMs
mongodb.net
(Authoritative Zone)
mongodb.net
(Private Zone)
Customer Atlas Server
dnsmasq
Local DNS
Server
Local DNS
Server
Rest of
Internet
21
Azure Availability Sets - More Difficult
AWS has Availability Zones
GCP has Zones
Azure has Availability Sets (FD, UD)
● Availability Set per shard
● Can not assign FD, UD
● Managed disk copies
Availability Set - Shard 1
FD0, UP0 FD1, UD1 FD2, UD2
Availability Set - Shard 2
FD0, UP0 FD2, UD2 FD1, UD1
22
GCP is Under Construction - More Difficult
● Lots of feature we found critical were beta, or even alpha.
● Had to use beta endpoints for some changes
● Evaluate on a case-by-case basis if something was really needed
Epilogue
24
MongoDB 2018 Preview
● Optimized disk and instance size upgrades on Azure/GCP
● Cross-region Clusters
● Cross-cloud Cluster
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New Features in MongoDB Atlas

  • 1. MongoDB Atlas - A Tale of Three Cloud Providers
  • 2. Narrator Implementation Deep Dive 4+ years at MongoDB 2+ years: Lead for Ops Manager Last 18+ months: Lead for Atlas
  • 3. Flashback December 2015 Implementation Deep Dive Cloud Team was 4 years old Define an Atlas MVP Worked through Winter/Spring Atlas released June 2016 at MongoDB World
  • 4. Flashback December 2016 Implementation Deep Dive AWS is great, but we want to be on GCP/Azure too Worked through Winter/Spring Here we are at MongoDB World 2017 releasing on GCP/Azure.
  • 5. Present Day Implementation Deep Dive Chapter 1: Hardware Chapter 2: Account Layout Chapter 3: Software Epilogue: MongoDB 2018
  • 7. 7 A Customer on AWS AWS Account X - Region Y VPC for Customer N Availability Zone A Availability Zone B Availability Zone C Subnet A Subnet B Subnet C mongod - 27107 mongod - 27107 mongod - 27107
  • 8. 8 A Customer on Azure Azure Subscription X Resource Group for Customer Y VNET Availability Set mongod - 27107mongod - 27107mongod - 27107
  • 9. 9 A Customer on Google Cloud Platform GCP Organization Project for Customer N Zone A Zone B Zone C Network Subnet mongod - 27107 mongod - 27107 mongod - 27107
  • 10. 10 Disk Comparison Cloud Storage Type Capacity Performance AWS GP2 10GB - 16TB 3 IOPS/GB AWS IO1 10GB - 16TB 15/30 IOPS/GB Azure P-Series 128GB 512GB 1024GB 500 IOPS 2300 IOPS 5000 IOPS GCP SSD Persistent Storage 1GB-64TB 30 IOPS/GB
  • 11. 11 Instance Size Comparison Cloud AWS Azure GCP AWS T2-Series (M10/M20) ⅕ Core ⅖ Core 2GB 4GB AWS M4-Series (M30+) 2 Core 4 Core ... 8GB 16GB ... Azure DS_v2 1 Core 2 Core ... 3.5GB 7GB ... GCP G1 Series 1/2 1.7GB GCP N1 Series 1 Core 2 Core ... 3.75GB 7.5GB ...
  • 12. Chapter 2: Account Structure
  • 13. Goals Implementation Deep Dive Consolidated Authentication Consolidated Billing Scales
  • 14. 14 AWS Account Layout One root account 1000 customers per Account Service account per Account Consolidated billing to root account Delegated auth from root account AWS Root Account Dev Account QA Account Prod Account Dev VPC N
  • 15. 15 Azure Account Layout Azure AD holds users / applications Customer assigned to Subscription 400 customers per Subscription Active Directory Dev Sub. QA Sub. Prod Sub Dev Resource Group N
  • 16. 16 GCP Account Layout One GCP Organization A folder per environment Customer gets a project in a folder Service account per folder Organization Dev Folder QA Folder Prod Folder Dev Project N
  • 17. Chapter 3: Software What was easy and what was not
  • 18. 18 Cloud Agents - Easy! ● Monitoring Agent, Backup Agent, Automation Agent ● Our tools, written in Go. ● Talk to / Manage MongoDB and report back to Cloud infrastructure
  • 19. 19 Machine Images - Easy! ● All CentOS 7 ● Minor updates to Chef cookbooks ● Scripts to build Azure/GCP Images
  • 20. 20 Split Horizon DNS - More Difficult AWS provided this for free Need to build for Azure/GCP Used multiple Zones (Route53) Used dnsmasq on the VMs mongodb.net (Authoritative Zone) mongodb.net (Private Zone) Customer Atlas Server dnsmasq Local DNS Server Local DNS Server Rest of Internet
  • 21. 21 Azure Availability Sets - More Difficult AWS has Availability Zones GCP has Zones Azure has Availability Sets (FD, UD) ● Availability Set per shard ● Can not assign FD, UD ● Managed disk copies Availability Set - Shard 1 FD0, UP0 FD1, UD1 FD2, UD2 Availability Set - Shard 2 FD0, UP0 FD2, UD2 FD1, UD1
  • 22. 22 GCP is Under Construction - More Difficult ● Lots of feature we found critical were beta, or even alpha. ● Had to use beta endpoints for some changes ● Evaluate on a case-by-case basis if something was really needed
  • 24. 24 MongoDB 2018 Preview ● Optimized disk and instance size upgrades on Azure/GCP ● Cross-region Clusters ● Cross-cloud Cluster