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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS re:INVENT
Breathe Life into a Mobile Game
P i l j o o n g K i m , A W S S o l u t i o n s A r c h i t e c t
C h a n g s u L e e , A W S S o l u t i o n s A r c h i t e c t
N o v e m b e r 2 7 , 2 0 1 7
G A M 3 0 9
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What to expect from this workshop
Learn how to build the commonly used mobile game features in a serverless
manner on Amazon Web Services (AWS)
At the end of the workshop, you will:
1. Understand how the commonly used mobile game features are implemented
using AWS managed services
2. Gain experience in using:
• Amazon Cognito for authN and authZ
• Amazon SQS/Amazon SNS for asynchronous processing
• Amazon API Gateway/AWS Lambda for API services
• Amazon Kinesis Firehose for data ingestion
• Amazon Athena for ad hoc query analytics
• Amazon QuickSight for data visualization
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
http://bit.ly/GamingOnAWS-Assets
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Need help?
Piljoong Kim
Gaming
Solutions Architect
Changsu Lee
Solutions Architect
SeungDo Yang
Sr. Solutions Architect
Manager
KiWaon Kim
Solutions Architect
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Mobile shooting game
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
https://www.assetstore.unity3d.com/en/#!/content/40756
Survival Shooter
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Game design
• Score is the virtual currency
• Three weapons are available
• A: Damage range (20-40) + gun light (yellow)
• B: Damage range (40-70) + score decrease (5) + gun light (green)
• C: Damage range (70-130) + score decrease (8) + HP decrease (3)
+ gun light (red)
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Demo
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Mobile game features
• Assets downloader
• Social login and authentication
• Data analytics
• In-game events
• Leaderboards
• Gacha (random box)
• Social media posting
• Gifting/rewards
• Crash/bug report
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Mobile game features
• Assets downloader
• Social login and authentication
• Data analytics
• In-game events
• Leaderboards
• Gacha (random box)
• Social media posting
• Gifting/rewards
• Crash/bug report
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab one
Authentication
Build authentication using Amazon Cognito user pools and
identity pools
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab one: Authentication
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab one: Authentication
Social
Identity
Providers
Mobile Game
Client with SDK
Amazon Cognito
User Pools
AWS
Resources
SAML
Amazon Cognito
Identity Pools
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab one: Authentication
Mobile client Amazon Cognito
User Pools
AWS
Lambda
Amazon API
Gateway
1. initiate auth (username & password & API key)
2. return ID Tokens
Amazon Cognito
Identity Pools
3. get AWS scoped credentials
AWS
Lambda
Pre signup
(auto-confirm)
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab guide:
http://bit.ly/GamingOnAWS-Lab1
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab two
Gifting and rewards
Build gifting and rewards using Amazon SQS and Amazon
SNS
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Gifting and rewards
• Player to player (gifting)
• Service to player (rewards)
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Mobile client
(receiver)
2-1. record history
1. poll queue
AWS
Lambda
Amazon
DynamoDB
3. receive gift
2. get new gift
Mobile client
(sender)
1. send message
3. enqueue message
Amazon
SNS
Amazon
SQS
AWS
Lambda
2-2. determine receiver
Amazon
DynamoDB
Lab two: Gifting
1. create queue
When a player’s registration
is confirmed
2. add queue url
Amazon Cognito
User Pools
AWS
Lambda
3. registration gift
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
2. sync trigger
AWS
Lambda
3. receive reward
Mobile client
1. keep syncing 3. enqueue message
Amazon
Cognito
Amazon
SQS
1. poll queue
2. get new reward
Redis
Amazon
DynamoDB
Lab two: Rewards
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
2. invoke
AWS
Lambda
3. receive reward
Mobile client Amazon
SQS
1. poll queue
2. get new reward
Redis
Amazon
DynamoDB
Lab two: Rewards (alt)
Amazon
SNS
1. keep syncing 3. enqueue message
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab guide:
http://bit.ly/GamingOnAWS-Lab2
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab three
Data analytics
Build data analytics platform using Amazon Athena and
Amazon QuickSight
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Data analytics
No one considers this less important
Especially when your game is losing values:
- DAU is decreasing
- ARPPU is decreasing
- Revenue is decreasing
- Operation costs are increasing
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What is happening?
0
50000
100000
150000
200000
250000
1
5
9
13
17
21
25
29
33
37
41
45
49
53
57
61
65
69
73
77
81
85
89
93
97
101
105
109
113
117
121
125
129
133
137
141
145
149
153
157
161
165
# of playing times
Start Count
Hurdle!
Stage #
Stage-based puzzle game
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What to measure—KPI
• DAU/MAU: Daily and monthly active users
• Retention Rate: Measure 1-, 7-, and 30-day retention rates
• ARPU: Average revenue per user
• ARPPU: Average revenue per paying user
• LTV (Lifetime Value): Value of your game user over their lifetime in the
game
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What to measure—behaviors
• Hours played day/week
• Number of active users per day/week/month
• Level/stage progression
• Purchase count
4 days ago 3 days ago 2 days ago 1 day ago Stage
6408 6765 6972 7171 1
1671 1719 1743 1789 2
…
32 33 23 25 85
6 5 5 4 86
4 4 5 4 87
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab three: Data analytics
Mobile client bucket Amazon
Athena
AmazonKinesis
Firehose
Amazon
QuickSight
AWS Glue
Analyst
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab three: Data analytics (ext)
Mobile client
Analyst
bucket Amazon
Athena
AmazonKinesis
Firehose
Amazon
QuickSight
AWS Glue
Amazon
EMR
Amazon
Redshift
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab guide:
http://bit.ly/GamingOnAWS-Lab3
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab four
Game features
Build some game features using AWS Lambda, Amazon API
Gateway, and Amazon DynamoDB
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How to report: Crash
• Log everything on device
• Upload
• at launch
• foreground
• in service process
Stored Data
Report Server
Upload
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What to report
• Device information
• User information
• Action information
• Context
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab four: Crash report
2. event trigger AWS
Lambda
3. ticket update /
email notification
Mobile client Bucket1. upload data
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What is Gacha?
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab four: Gacha
Mobile client
2-1. check availability and consume
1. request gacha
AWS
Lambda
Amazon API
Gateway
Redis
AWS
Lambda
Amazon
DynamoDB
2-2. select random item3. respond with random item
2. handle transaction
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab guide:
http://bit.ly/GamingOnAWS-Lab4
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Wrap-up
• Game features are a source of revenue!
• No reason not to implement if it is able to easily…
• prepare
• interact in a feedback loop; locate first and react
• utilize in multiple games
• You can focus more on business value by leveraging AWS Managed
Services
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Serverless mobile game features on AWS
• Assets downloader
• Social login
• Data analytics
• In-game events
• Leaderboards
• Gacha
• Social media posting
• Gifting/rewards
• Crash/bug report
• Much more
Managed Service
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
User authN and authZ
Run Game Logic
Analyze User Behavior
Synchronize data
Amazon Pinpoint
Amazon Cognito (Sync)
Amazon Lambda
Amazon API Gateway
Amazon Cognito
IAM
Store and share assets
Send push notifications
Amazon CloudFront
Amazon S3
Amazon SNS Mobile Push
Amazon Pinpoint
Stream real-time data
Amazon Kinesis
Amazon Pinpoint
Store shared data
Amazon DynamoDB
Amazon RDS
Accept conversational inputRun Targeted Campaigns
Amazon Lex
Mobile Game
AWS Mobile SDK
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Thank you!

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GAM309-Breathe Life into a Mobile Game_NoNotes.pdf

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS re:INVENT Breathe Life into a Mobile Game P i l j o o n g K i m , A W S S o l u t i o n s A r c h i t e c t C h a n g s u L e e , A W S S o l u t i o n s A r c h i t e c t N o v e m b e r 2 7 , 2 0 1 7 G A M 3 0 9
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What to expect from this workshop Learn how to build the commonly used mobile game features in a serverless manner on Amazon Web Services (AWS) At the end of the workshop, you will: 1. Understand how the commonly used mobile game features are implemented using AWS managed services 2. Gain experience in using: • Amazon Cognito for authN and authZ • Amazon SQS/Amazon SNS for asynchronous processing • Amazon API Gateway/AWS Lambda for API services • Amazon Kinesis Firehose for data ingestion • Amazon Athena for ad hoc query analytics • Amazon QuickSight for data visualization
  • 3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. http://bit.ly/GamingOnAWS-Assets
  • 4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Need help? Piljoong Kim Gaming Solutions Architect Changsu Lee Solutions Architect SeungDo Yang Sr. Solutions Architect Manager KiWaon Kim Solutions Architect
  • 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Mobile shooting game
  • 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. https://www.assetstore.unity3d.com/en/#!/content/40756 Survival Shooter
  • 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Game design • Score is the virtual currency • Three weapons are available • A: Damage range (20-40) + gun light (yellow) • B: Damage range (40-70) + score decrease (5) + gun light (green) • C: Damage range (70-130) + score decrease (8) + HP decrease (3) + gun light (red)
  • 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Demo
  • 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Mobile game features • Assets downloader • Social login and authentication • Data analytics • In-game events • Leaderboards • Gacha (random box) • Social media posting • Gifting/rewards • Crash/bug report
  • 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Mobile game features • Assets downloader • Social login and authentication • Data analytics • In-game events • Leaderboards • Gacha (random box) • Social media posting • Gifting/rewards • Crash/bug report
  • 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab one Authentication Build authentication using Amazon Cognito user pools and identity pools
  • 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab one: Authentication
  • 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab one: Authentication Social Identity Providers Mobile Game Client with SDK Amazon Cognito User Pools AWS Resources SAML Amazon Cognito Identity Pools
  • 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab one: Authentication Mobile client Amazon Cognito User Pools AWS Lambda Amazon API Gateway 1. initiate auth (username & password & API key) 2. return ID Tokens Amazon Cognito Identity Pools 3. get AWS scoped credentials AWS Lambda Pre signup (auto-confirm)
  • 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab guide: http://bit.ly/GamingOnAWS-Lab1
  • 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab two Gifting and rewards Build gifting and rewards using Amazon SQS and Amazon SNS
  • 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Gifting and rewards • Player to player (gifting) • Service to player (rewards)
  • 18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Mobile client (receiver) 2-1. record history 1. poll queue AWS Lambda Amazon DynamoDB 3. receive gift 2. get new gift Mobile client (sender) 1. send message 3. enqueue message Amazon SNS Amazon SQS AWS Lambda 2-2. determine receiver Amazon DynamoDB Lab two: Gifting 1. create queue When a player’s registration is confirmed 2. add queue url Amazon Cognito User Pools AWS Lambda 3. registration gift
  • 19. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 2. sync trigger AWS Lambda 3. receive reward Mobile client 1. keep syncing 3. enqueue message Amazon Cognito Amazon SQS 1. poll queue 2. get new reward Redis Amazon DynamoDB Lab two: Rewards
  • 20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 2. invoke AWS Lambda 3. receive reward Mobile client Amazon SQS 1. poll queue 2. get new reward Redis Amazon DynamoDB Lab two: Rewards (alt) Amazon SNS 1. keep syncing 3. enqueue message
  • 21. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab guide: http://bit.ly/GamingOnAWS-Lab2
  • 22. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab three Data analytics Build data analytics platform using Amazon Athena and Amazon QuickSight
  • 23. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Data analytics No one considers this less important Especially when your game is losing values: - DAU is decreasing - ARPPU is decreasing - Revenue is decreasing - Operation costs are increasing
  • 24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What is happening? 0 50000 100000 150000 200000 250000 1 5 9 13 17 21 25 29 33 37 41 45 49 53 57 61 65 69 73 77 81 85 89 93 97 101 105 109 113 117 121 125 129 133 137 141 145 149 153 157 161 165 # of playing times Start Count Hurdle! Stage # Stage-based puzzle game
  • 25. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What to measure—KPI • DAU/MAU: Daily and monthly active users • Retention Rate: Measure 1-, 7-, and 30-day retention rates • ARPU: Average revenue per user • ARPPU: Average revenue per paying user • LTV (Lifetime Value): Value of your game user over their lifetime in the game
  • 26. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What to measure—behaviors • Hours played day/week • Number of active users per day/week/month • Level/stage progression • Purchase count 4 days ago 3 days ago 2 days ago 1 day ago Stage 6408 6765 6972 7171 1 1671 1719 1743 1789 2 … 32 33 23 25 85 6 5 5 4 86 4 4 5 4 87
  • 27. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab three: Data analytics Mobile client bucket Amazon Athena AmazonKinesis Firehose Amazon QuickSight AWS Glue Analyst
  • 28. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab three: Data analytics (ext) Mobile client Analyst bucket Amazon Athena AmazonKinesis Firehose Amazon QuickSight AWS Glue Amazon EMR Amazon Redshift
  • 29. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab guide: http://bit.ly/GamingOnAWS-Lab3
  • 30. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab four Game features Build some game features using AWS Lambda, Amazon API Gateway, and Amazon DynamoDB
  • 31. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How to report: Crash • Log everything on device • Upload • at launch • foreground • in service process Stored Data Report Server Upload
  • 32. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What to report • Device information • User information • Action information • Context
  • 33. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab four: Crash report 2. event trigger AWS Lambda 3. ticket update / email notification Mobile client Bucket1. upload data
  • 34. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What is Gacha?
  • 35. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab four: Gacha Mobile client 2-1. check availability and consume 1. request gacha AWS Lambda Amazon API Gateway Redis AWS Lambda Amazon DynamoDB 2-2. select random item3. respond with random item 2. handle transaction
  • 36. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab guide: http://bit.ly/GamingOnAWS-Lab4
  • 37. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Wrap-up • Game features are a source of revenue! • No reason not to implement if it is able to easily… • prepare • interact in a feedback loop; locate first and react • utilize in multiple games • You can focus more on business value by leveraging AWS Managed Services
  • 38. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Serverless mobile game features on AWS • Assets downloader • Social login • Data analytics • In-game events • Leaderboards • Gacha • Social media posting • Gifting/rewards • Crash/bug report • Much more Managed Service
  • 39. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. User authN and authZ Run Game Logic Analyze User Behavior Synchronize data Amazon Pinpoint Amazon Cognito (Sync) Amazon Lambda Amazon API Gateway Amazon Cognito IAM Store and share assets Send push notifications Amazon CloudFront Amazon S3 Amazon SNS Mobile Push Amazon Pinpoint Stream real-time data Amazon Kinesis Amazon Pinpoint Store shared data Amazon DynamoDB Amazon RDS Accept conversational inputRun Targeted Campaigns Amazon Lex Mobile Game AWS Mobile SDK
  • 40. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Thank you!