SlideShare a Scribd company logo
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2021. All rights reserved.
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
How AWS Snowball + SpaceX Starlink + Couchbase Capella
= more uptime, lower latency and better bandwidth usage for apps at the edge
Mark Gamble | Director, Product & Solutions Marketing @ Couchbase
June 15, 2023
ASC For Really Remote
Edge Computing
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
Agenda Edge Computing
The ASC Stack
01/
02/
Latency and bandwidth test results
03/
3
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
1 Edge Computing
4
• Slow and unreliable internet connectivity makes real-
time insight impossible
• This slows production and jeopardizes safety
Oil Platform
Problem
• Need apps to monitor high velocity data
coming from sensors and meters
5
• Entire crew needs to know inventory and availability
of meals and duty free goods
• Solution must work without internet
Airlines
Problem
• Flight staff needs instant access to
passenger profile information
6
• Capture guest data, use it to optimize experience
• Make best use of occasional connectivity and limited
bandwidth
Cruise Lines
Problem
• Need to power guest and crew apps at
sea with unreliable internet
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 7
How do you guarantee speed and uptime for apps
especially when operating in internet dead zones?
With Edge Computing
● Bring data processing to the near side of the network — close to the users who need it
● Embed a database to edge clients, reducing dependencies on distant cloud data centers
● Sync data between the edge and the cloud for consistency and integrity
The Promise Of
Edge Computing
Speed Reliability Privacy
:
Q:
Bandwidth
8
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF
West Region
INTERNET
Cloud
Web-Services
Cloud computing architecture
Client
9
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge computing architecture
SF
West Region
INTERNET
Web-Services
Edge SF
ISP, 5G
Client
PAN
10
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
Client
PAN
11
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
Client
PAN
12
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
Client
PAN
13
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
NYC
East Region
NYC
Client
PAN
14
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
NYC
East Region
Web-Services
NYC
Web-Services
Client
PAN
15
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
Cloud
Edge
Edge computing architecture
SF
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
NYC
East Region
Web-Services
NYC
Web-Services
Client
PAN
16
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
17
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
18
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
19
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
20
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
21
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
22
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved.
SF LA NYC
Cloud
Edge
Edge computing architecture
West Region
INTERNET
Web-Services
SF
ISP, 5G
Web-Services
East Region
Web-Services
NYC
Web-Services
Client
PAN
Devices running
Couchbase Lite
Couchbase
Running on Edge
and Cloud DCs
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. 23
Couchbase mobile and edge stack
Couchbase Server
Scalable, performant
NoSQL Data Platform
Sync Gateway
Secure gateway for data
sync and access control
Full Featured NoSQL
Embedded Database
Couchbase Lite
Fully managed backend that brings the power of Couchbase Mobile’s industry leading offline-first data sync capability to Capella
SELF MANAGED
FULLY MANAGED
FLEXIBLE
DEPLOYMENT
COUCHBASE
MOBILE
STACK
Public Cloud Private Cloud On Prem
Cloud Edge
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 24
Capella App Services
DBaaS App Services
Websockets
REST
Couchbase Lite Couchbase Lite
Mobile, Desktop, Embedded Apps
OFFLINE FIRST
SYNC
Secure
Data Sync
Browser, Desktop, Mobile Apps
Couchbase Lite
CLOUD DATA
ACCESS
Secure
Public Data
Access
Mobile, Desktop Apps
Couchbase Lite
Couchbase Lite
PEER-TO-PEER WITH
CLOUD SYNC
Secure
Data Sync
Sync Gateway
Couchbase Server
25
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
2 “ASC” For Edge
Computing
AWS Snowball + SpaceX Starlink + Couchbase
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 26
A database that
syncs between
the cloud and
edge
A network
connecting the
cloud and the
edge
An edge
compute
environment
A cloud
compute
environment
To build an edge architecture that works anywhere,
you need four fundamental system components:
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 27
Couchbase
Capella
To build an edge architecture that works anywhere,
you need four fundamental system components:
SpaceX
Starlink
AWS
Snowball
AWS
Region
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 28
Test scenario
Independent test by Couchbase Engineering, intended to measure the difference in
overall response times and bandwidth usage when accessing a web-service:
1. Backed by Couchbase database
2. Deployed in AWS US East Region vs AWS Snowball device
The Environment:
● Cloud: Couchbase Capella App Services deployed on AWS East Region
● Edge: Couchbase Server, Sync Gateway deployed on AWS Snowball device
● Internet: Starlink
● Client: Macbook Pro on LAN
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 29
Testing the stack
Architecture
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 30
Test 1: Write 1,000 new docs to the Snowball Edge over a wired local
area network (LAN) and measure the amount of data transferred and
latency per operation.
Test 2: Sync the 1,000 new docs from Snowball to Capella over Starlink
and measure the amount of data transferred and complete time to
transfer.
Test 3: Write 1,000 new docs to Capella over Starlink and measure the
amount of data transferred and latency per operation.
Test 4: Sync the 1,000 new docs from Capella to Snowball over Starlink
and measure the amount of data transferred and complete time to
transfer.
Tests
Testing the stack
31
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
3 ASC stack latency and
bandwidth test results
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 32
Results
Latency and bandwidth improvements using ASC stack
98%
reduction in latency
Latency (MS) - edge vs cloud Total data volume sent over Starlink (bytes)
42%
reduction in data over network
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 33
Cloud
Edge
Why is the ASC stack best for really remote edge apps?
App User
AWS Region
STARLINK
Web-Services
AWS Snowball
LAN
Web-Services
Client Less distance
for data to travel
= lower latency
Sync data is highly
compressed
(cross-record compression, delta
compression, batching, filtering, etc)
It reduces the
amount of data
sent over the
network…
…and it makes
apps perform
faster
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 34
Couchbase
Capella
The ASC Stack supports MANY use cases…
SpaceX
Starlink
AWS
Snowball
AWS
Region
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 35
Energy
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 36
Airlines
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 37
Cruise Lines
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. 38
Couchbase Capella supports AWS Edge Services
Reference architectures and deployments:
● AWS Local Zones, AWS Wavelength, AWS Outposts
Certification:
● “Service Ready” for AWS Outposts
Proven Results:
● Couchbase latency tests on AWS Availability Zone vs
AWS Wavelength Zone showed amazing results!
AWS
Outpost
AWS
Wavelength
AWS
Local Zones
5G
On-Prem
Metro Areas
AWS
Snowball
AWS
Snowcone
AWS
Snowmobile
39
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
Q&A
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved.
THANK YOU

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MARK GAMBLE_ASC For Really Remote Edge Computing - AWS Community Day Chicago 2023.pptx

  • 1. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2021. All rights reserved. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. How AWS Snowball + SpaceX Starlink + Couchbase Capella = more uptime, lower latency and better bandwidth usage for apps at the edge Mark Gamble | Director, Product & Solutions Marketing @ Couchbase June 15, 2023 ASC For Really Remote Edge Computing
  • 2. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. Agenda Edge Computing The ASC Stack 01/ 02/ Latency and bandwidth test results 03/
  • 3. 3 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 1 Edge Computing
  • 4. 4 • Slow and unreliable internet connectivity makes real- time insight impossible • This slows production and jeopardizes safety Oil Platform Problem • Need apps to monitor high velocity data coming from sensors and meters
  • 5. 5 • Entire crew needs to know inventory and availability of meals and duty free goods • Solution must work without internet Airlines Problem • Flight staff needs instant access to passenger profile information
  • 6. 6 • Capture guest data, use it to optimize experience • Make best use of occasional connectivity and limited bandwidth Cruise Lines Problem • Need to power guest and crew apps at sea with unreliable internet
  • 7. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 7 How do you guarantee speed and uptime for apps especially when operating in internet dead zones? With Edge Computing ● Bring data processing to the near side of the network — close to the users who need it ● Embed a database to edge clients, reducing dependencies on distant cloud data centers ● Sync data between the edge and the cloud for consistency and integrity The Promise Of Edge Computing Speed Reliability Privacy : Q: Bandwidth
  • 8. 8 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF West Region INTERNET Cloud Web-Services Cloud computing architecture Client
  • 9. 9 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge computing architecture SF West Region INTERNET Web-Services Edge SF ISP, 5G Client PAN
  • 10. 10 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services Client PAN
  • 11. 11 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services Client PAN
  • 12. 12 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services Client PAN
  • 13. 13 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services NYC East Region NYC Client PAN
  • 14. 14 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services NYC East Region Web-Services NYC Web-Services Client PAN
  • 15. 15 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. Cloud Edge Edge computing architecture SF West Region INTERNET Web-Services SF ISP, 5G Web-Services NYC East Region Web-Services NYC Web-Services Client PAN
  • 16. 16 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 17. 17 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 18. 18 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 19. 19 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 20. 20 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 21. 21 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN
  • 22. 22 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. SF LA NYC Cloud Edge Edge computing architecture West Region INTERNET Web-Services SF ISP, 5G Web-Services East Region Web-Services NYC Web-Services Client PAN Devices running Couchbase Lite Couchbase Running on Edge and Cloud DCs
  • 23. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. 23 Couchbase mobile and edge stack Couchbase Server Scalable, performant NoSQL Data Platform Sync Gateway Secure gateway for data sync and access control Full Featured NoSQL Embedded Database Couchbase Lite Fully managed backend that brings the power of Couchbase Mobile’s industry leading offline-first data sync capability to Capella SELF MANAGED FULLY MANAGED FLEXIBLE DEPLOYMENT COUCHBASE MOBILE STACK Public Cloud Private Cloud On Prem Cloud Edge
  • 24. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 24 Capella App Services DBaaS App Services Websockets REST Couchbase Lite Couchbase Lite Mobile, Desktop, Embedded Apps OFFLINE FIRST SYNC Secure Data Sync Browser, Desktop, Mobile Apps Couchbase Lite CLOUD DATA ACCESS Secure Public Data Access Mobile, Desktop Apps Couchbase Lite Couchbase Lite PEER-TO-PEER WITH CLOUD SYNC Secure Data Sync Sync Gateway Couchbase Server
  • 25. 25 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 2 “ASC” For Edge Computing AWS Snowball + SpaceX Starlink + Couchbase
  • 26. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 26 A database that syncs between the cloud and edge A network connecting the cloud and the edge An edge compute environment A cloud compute environment To build an edge architecture that works anywhere, you need four fundamental system components:
  • 27. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 27 Couchbase Capella To build an edge architecture that works anywhere, you need four fundamental system components: SpaceX Starlink AWS Snowball AWS Region
  • 28. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 28 Test scenario Independent test by Couchbase Engineering, intended to measure the difference in overall response times and bandwidth usage when accessing a web-service: 1. Backed by Couchbase database 2. Deployed in AWS US East Region vs AWS Snowball device The Environment: ● Cloud: Couchbase Capella App Services deployed on AWS East Region ● Edge: Couchbase Server, Sync Gateway deployed on AWS Snowball device ● Internet: Starlink ● Client: Macbook Pro on LAN
  • 29. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 29 Testing the stack Architecture
  • 30. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 30 Test 1: Write 1,000 new docs to the Snowball Edge over a wired local area network (LAN) and measure the amount of data transferred and latency per operation. Test 2: Sync the 1,000 new docs from Snowball to Capella over Starlink and measure the amount of data transferred and complete time to transfer. Test 3: Write 1,000 new docs to Capella over Starlink and measure the amount of data transferred and latency per operation. Test 4: Sync the 1,000 new docs from Capella to Snowball over Starlink and measure the amount of data transferred and complete time to transfer. Tests Testing the stack
  • 31. 31 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 3 ASC stack latency and bandwidth test results
  • 32. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 32 Results Latency and bandwidth improvements using ASC stack 98% reduction in latency Latency (MS) - edge vs cloud Total data volume sent over Starlink (bytes) 42% reduction in data over network
  • 33. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 33 Cloud Edge Why is the ASC stack best for really remote edge apps? App User AWS Region STARLINK Web-Services AWS Snowball LAN Web-Services Client Less distance for data to travel = lower latency Sync data is highly compressed (cross-record compression, delta compression, batching, filtering, etc) It reduces the amount of data sent over the network… …and it makes apps perform faster
  • 34. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 34 Couchbase Capella The ASC Stack supports MANY use cases… SpaceX Starlink AWS Snowball AWS Region
  • 35. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 35 Energy
  • 36. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 36 Airlines
  • 37. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. 37 Cruise Lines
  • 38. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2022. All rights reserved. 38 Couchbase Capella supports AWS Edge Services Reference architectures and deployments: ● AWS Local Zones, AWS Wavelength, AWS Outposts Certification: ● “Service Ready” for AWS Outposts Proven Results: ● Couchbase latency tests on AWS Availability Zone vs AWS Wavelength Zone showed amazing results! AWS Outpost AWS Wavelength AWS Local Zones 5G On-Prem Metro Areas AWS Snowball AWS Snowcone AWS Snowmobile
  • 39. 39 Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. Q&A
  • 40. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2023. All rights reserved. THANK YOU