The document outlines strategies for optimizing cloud infrastructure to save costs, focusing on serverless add-ons and static site hosting methods. It discusses the integration of APIs with frameworks like AWS Lambda for executing code and managing data, emphasizing pay-per-use benefits and serverless architecture. Additionally, it includes usage tracking examples and the effective deployment of resources across multiple platforms.

1. KLAUS IHLBERG
TEAM LEAD • CONFLUENCE
Saving Money By Optimising
Your Cloud Infrastructure
PATRICK STREULE
ARCHITECT • ECOSYSTEM

2. • Big cool statistic
• 2,56
9
• Add-Ons in Marketplace
SERVERS
SERVERS EVERYWHERE

3. • Big cool statistic
• 2,56
9
• Add-Ons in Marketplace

4. STATIC ADD ONS
Agenda

5. STORING ADD ON DATA
STATIC ADD ONS
Agenda

6. STORING ADD ON DATA
STATIC ADD ONS
SERVERLESS ADD ONS
Agenda

7. Static Add-Ons

8. Static Site
Static Add-on
HTML
JS
CSS
HTML
JS
CSS
Browser
Static Hosting
CDN
Cheap
Fast
Cacheable

9. Static Site
Static Add-on
HTML
JS
CSS
HTML
JS
CSS
Browser
Static Hosting
CDN
Host

10. Static Site
Static Add-on
HTML
JS
CSS
HTML
JS
CSS
Browser
Static Hosting
CDN
Host
API
Iframe bridge
JS (and REST) API

11. Example:
Image Editor

13. Host Client API Lib
Adobe editor
Versioned add-on CSS
Versioned add-on JS
React Mount Point

14. Caching
<script src="//d2q4nobwyhnvov.cloudfront.net/8c9e5743ca3d/editor.js"></script>
Version 1
<script src="//d2q4nobwyhnvov.cloudfront.net/7a8h273ac3c1/editor.js"></script>
Version 2
Cache-Control: public, max-age=31536000
Tell browser to cache for a year
Cache-Control: public, max-age=31536000
New version hash: No cache hit

15. Lifecycle Hooks JWT Opt-Out
No Yes
installable": {
"callbackUrl": "https://addon…",
"allowRoom": true,
"allowGlobal": false
}
{
"key": "editor",
"title": {
"value": "Image editor"
},
"url": "https://image-editor…",
"authentication": "none"
},

16. No Webhooks
(or other server-side modules)
Scopes are still needed
No Yes
"webhook": {
"url": "https://addon…",
"event": "room_message",
"pattern": "something"
}
"hipchatApiConsumer": {
"scopes": [
"send_notification",
"view_room"
]
}

17. Free up to two add-onsIntegrated in BitbucketHosted on Aerobatic
Automatic asset
versioning, CDN, SSL
Git push deployments Yes, free!
Hosting

19. Serverless Data Storage

21. JSON
Properties
var property = {
key: "usage",
value: {
views: [
{
date: "2016-08-26T03:35:57.138Z",
views: 122,
},{
date: "2016-08-27T03:35:57.138Z",
views: 65,
}
],
users: [
{
fullName: "Klaus Ihlberg",
id: "kihlberg"
},
{
fullName: "Patrick Streule",
id: "pstreule"
}
]
},
};

22. var property = {
key: "usage",
value: {
views: [
{
date: "2016-08-26T03:35:57.138Z",
views: 122,
},{
date: "2016-08-27T03:35:57.138Z",
views: 65,
}
],
users: [
{
fullName: "Klaus Ihlberg",
id: "kihlberg"
},
{
fullName: "Patrick Streule",
id: "pstreule"
}
]
},
};
Property Key

23. var property = {
key: "usage",
value: {
views: [
{
date: "2016-08-26T03:35:57.138Z",
views: 122,
},{
date: "2016-08-27T03:35:57.138Z",
views: 65,
}
],
users: [
{
fullName: "Klaus Ihlberg",
id: "kihlberg"
},
{
fullName: "Patrick Streule",
id: "pstreule"
}
]
},
};
Value Object

24. var property = {
key: "usage",
value: {
views: [
{
date: "2016-08-26T03:35:57.138Z",
views: 122,
},{
date: "2016-08-27T03:35:57.138Z",
views: 65,
}
],
users: [
{
fullName: "Klaus Ihlberg",
id: "kihlberg"
},
{
fullName: "Patrick Streule",
id: "pstreule"
}
]
},
};
Array of Page Views

25. var property = {
key: "usage",
value: {
views: [
{
date: "2016-08-26T03:35:57.138Z",
views: 122,
},{
date: "2016-08-27T03:35:57.138Z",
views: 65,
}
],
users: [
{
fullName: "Klaus Ihlberg",
id: "kihlberg"
},
{
fullName: "Patrick Streule",
id: "pstreule"
}
]
},
};
Array of Users

26. Blueprint
Browser
Add-On
Aerobatic
iframe

27. Blueprint
Browser
RESTAPI
Add-On
Aerobatic
iframe
iFrameBridge

28. Blueprint
Browser
RESTAPI
Database
Add-On
Aerobatic
iframe
iFrameBridge

29. iFrameBridge
Add-On
AP.request()
Pages
Comments
Spaces

30. iFrameBridge
Add-On
AP.request()
POST /rest/api/space/{key}/property
Pages
Comments
Spaces

31. iFrameBridge
Add-On
AP.request()
POST /rest/api/content/{id}/property
Pages
Comments
Spaces

32. AP.request({
url: "/rest/api/content/" + contentId + “/property/usage",
success: function(response) {
var property = JSON.parse(response);
console.log(property);
}
});
Connect AP.request Module

33. AP.request({
url: "/rest/api/content/" + contentId + “/property/usage",
success: function(response) {
var property = JSON.parse(response);
console.log(property);
}
});
Content Property URL
with Content ID…
…and property
key

34. AP.request({
url: "/rest/api/content/" + contentId + “/property/usage",
success: function(response) {
var property = JSON.parse(response);
console.log(property);
}
});
Success function

35. GET /rest/api/content/{id}/property
GET /rest/api/space/{key}/property
GET /rest/api/2/issue/{id}/properties
GET /rest/api/2/project/{key}/properties
GET /rest/api/2/user/properties
GET /rest/atlassian-connect/1/addons/{add-on-key}/properties

36. 32 kB size limit

37. …and you can have more than
one

38. Custom Content
Other Options for Data Storage

39. Custom Content Media API
Other Options for Data Storage

40. Serverless“ ”

41. Client-accessible
backend services.
Pay for what you use.
Run short-lived
backend code.
Don't pay for idle
time.
Backend as a
Service
Functions as a
Service

42. Functions as a Service
time
𝝺 𝝺𝝺
Invocation
Deployed,
but not running
𝝺
Invocation
Started when
called
𝝺
Stopped when
inactive
𝝺
May stay active
across multiple
calls

43. Elastic ScalingLess OpsNo Infrastructure Cheap Pre-prod
Benefits
No base image
updates, no instance
provisioning
Monitoring, deployment
infrastructure etc. still
needed.
Serverless != NoOps
Low-traffic dev and
staging environments
don't add cost
Managed and
automatic
Dev
Staging
Production

44. Start-up penaltyExpensive at scaleTooling
Less mature tooling
for development,
deployment,
debugging, …
Possibly cheaper to
run instances and
containers at scale
Increased latency on
requests that spin up
the function
Downsides

45. Example 1

46. Example
Lambda

47. Functionality

48. AWS API GatewayAWS Lambda
Runs the code.
Pay only for
execution time
HTTP to Lambda
gateway. Pay for # of
calls and data
transfer.
What is being used?

49. Blueprint
/wolfram 1+1
APIGateway
𝝺
Implementation
webhook
webhook response
Wolfram Lambda - 8:12 PM
1+1: 2

50. Deployed to AWS
Test data
Business Logic
Test helper
API token config
Lambda entry point
Deployment
descriptor

51. Exclude files not
needed at runtime
Keep them as
low as possible
This is the
entry point POST /wolfram

52. This is the
entry point
Reply to the
HipChat
web hook
Call Wolfram
Alpha API
Transform
API Result
(removed error handling)

53. Monthly cost?
2000
calls/month
Free calls to
Wolfram Alpha API
API responses
10KB
data per call+ = $0.01

54. Example 2

55. Example
ACTIVITY GRAPH

57. AWS DynamoDBAWS API GatewayAWS Lambda
Runs the code.
Pay only for
execution time.
HTTP to Lambda
gateway.
Pay for # of calls and
data transfer.
Stores the data.
Pay for storage and
access.
What is being used?
Aerobatic
Hosts static assets.
Free for two add-ons.

58. Blueprint
Browser
git push
APIGateway
𝝺
Implementation
DynamoDB
Aerobatic
iframe
webhook
data and assets

59. Two
endpoints:
- handle git push
- return data to UI
DynamoDB
Table Definition

60. Static page,
ajax call to
/activity for
data
Webhook called
on every push
Base URL,
replaced by
Aerobatic

61. Proxy calls
to Lambda
Add cache header

62. Environment variable to configure Lambda URL

63. Monthly cost?
100'000
views/day
One query
per view
One write
per commit
≈$15+
20'000
commits/day
1KB
data size+
Counters
are small

64. Links
Wolfram Lambda Code: https://bitbucket.org/pstreule/wolfram-lambda
Commit Stats Code: https://bitbucket.org/pstreule/bb-activity-graph
Usage Tracking Code: https://bitbucket.org/kihlberg/usage-tracking

65. Thank you!
KLAUS IHLBERG
TEAM LEAD • CONFLUENCE
@TWITTERHANDLE
PATRICK STREULE
ARCHITECT • ECOSYSTEM
@PSTREULE