AWS Summit Seoul 2023 | 삼성전자/쿠팡의 대규모 트래픽 처리를 위한 클라우드 네이티브 데이터베이스 활용
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AWS Summit Seoul 2023 | 삼성전자/쿠팡의 대규모 트래픽 처리를 위한 클라우드 네이티브 데이터베이스 활용
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이커머스 기업 쿠팡은 폭발적인 성장에 대응하기 위하여 Amazon Aurora 기반의 선택과 집중을 통해 DBA가 보다 의미 있는 일에 투자할 수 있도록 하고 있습니다. 삼성전자의 채팅플러스는 높은 수준의 가용성을 요구하는 통신 서비스의 특성에 맞게 적절한 AWS 데이터베이스를 활용하고 있습니다. 이 세션에서는 쿠팡이 Amazon Aurora를 통하여 얻은 경험 기반의 혁신 사례를 소개하며, 삼성전자에서 수 천만 명의 트래픽을 다루기 위해 Amazon DynamoDB, Amazon ElastiCache for Redis를 활용했던 경험을 공유합니다.
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AWS Summit Seoul 2023 | 삼성전자/쿠팡의 대규모 트래픽 처리를 위한 클라우드 네이티브 데이터베이스 활용
- 1. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. S E O U L | M A Y 3 , 2 0 2 3
- 2. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. / Principal Engineer, Architect Database Administrator Solutions Architect AWS
- 3. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1. 2. AWS - 3. “Shared repository architecture style” 4. 대용량 트래픽, 쿠팡의 DB 엔지니어가 클라우드를 사용하는 방법 Agenda
- 4. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Modern application requirements , AWS Users 1M+ Data volume Terabytes—petabytes Locality Global Performance Microsecond latency Request rate Millions per second Access Mobile, IoT, devices Scale Virtually unlimited Economics Pay as you go Developer access Instance API access Development Apps and storage are decoupled Online gaming Social media Media streaming E-commerce Shared economy
- 5. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. . , , ,
- 6. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?
- 7. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS purpose-built databases Aurora RDS DynamoDB DocumentDB Timestream Neptune ElastiCache QLDB Keyspaces MemoryDB
- 8. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Shared Repository Architecture Style Design Strategy 삼성전자
- 9. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Rich Communication Service 38,000,000 / 49,000,000 / Chatbot Platform File Transfer Instant Messaging SBC NNI Group Messaging 31,000,000 Capability Discovery GSMA, TTA
- 10. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. RCS1.0 SAMSUNGRCS1.0 (2019) Cluster-0 P-CSCF S-CSCF I-CSCF HSS Cluster-1 P-CSCF S-CSCF I-CSCF HSS Cluster-N P-CSCF S-CSCF I-CSCF HSS SLF “Lift and Shift” 1,000,000 10~20 Account Cluster Cluster-0 Cluster-1 Cluster-N 20% 30% 80% …
- 11. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. RCS1.0 / RCS2.0 SAMSUNGRCS1.0 (2019) Cluster-0 P-CSCF S-CSCF I-CSCF HSS Cluster-1 P-CSCF S-CSCF I-CSCF HSS Cluster-N P-CSCF S-CSCF I-CSCF HSS SLF SAMSUNGRCS2.0 (2022) “Lift and Shift” 1,000,000 10~20 Account Service Instant Messaging Capability Discovery Border Controller File Transfer Group Messaging / ISSUE “ ”
- 12. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Shared Repository Architecture Style Account Service Instant Messaging Capability Discovery Border Controller File Transfer Group Messaging Allocation Service Amazon Aurora Amazon DynamoDB Amazon ElastiCache Chatbot Profile Amazon ElastiCache MaaP Service ISSUE & Amazon DynamoDB
- 13. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. SAMSUNG RCS 2.0 CHATBOT PROFILE SERVICE , ( ) Cache Aurora
- 14. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , ( ) Cache Aurora Aurora ElastiCache SAMSUNG RCS 2.0 CHATBOT PROFILE SERVICE
- 15. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Aurora Aurora ElastiCache Aurora ElastiCache Data Provider Service - Local cache Chatbot Profile invalidate del , ( ) Cache Aurora update invalidate ElastiCache delete key_event missing Local Cache SAMSUNG RCS 2.0 CHATBOT PROFILE SERVICE
- 16. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Aurora Aurora ElastiCache Aurora ElastiCache - Key event subscription Data Provider Service - Local cache Chatbot Profile invalidate key_event del Aurora update invalidate ElastiCache delete Local Cache delete key_event Aurora ElastiCache Data Provider Service - Local cache , ( ) Cache Aurora update invalidate ElastiCache delete key_event missing Local Cache SAMSUNG RCS 2.0 CHATBOT PROFILE SERVICE
- 17. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. SAMSUNG RCS2.0 ALLOCATION SERVICE Handover, WIFI , Aurora DynamoDB
- 18. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Handover, WIFI , Aurora DynamoDB DynamoDB - Strong consistency read Aurora - Consistency lock SAMSUNG RCS2.0 ALLOCATION SERVICE
- 19. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Aurora DynamoDB DynamoDB - Strong consistency read Aurora - Consistency lock DynamoDB - Strong consistency read ElastiCache cache Handover, WIFI , SAMSUNG RCS2.0 ALLOCATION SERVICE
- 20. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Aurora DynamoDB DynamoDB - Strong consistency read Aurora - Consistency lock DynamoDB - Strong consistency read ElastiCache DynamoDB - Strong consistency read ElastiCache Data Provider Service - Elastic Cache consistency lock cache Handover, WIFI , SAMSUNG RCS2.0 ALLOCATION SERVICE
- 21. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , TACTICS ( ) - 5 - 10 30% RCS1.0 13% “ Managed Service .”
- 22. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. , DB
- 23. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. MSA N x100
- 24. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. G R A N U L A R - M S A • . • , . • . • . • , sharding .
- 25. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 2019 2020 2021 2022 ACL 150 426 902 1404 DDL 1214 2161 3124 4065 DML 684 2094 3414 5341 150 426 902 1404 1214 2161 3124 4065 684 2094 3414 5341 0 1000 2000 3000 4000 5000 6000 DML, DDL, ACL 작업 요청 증가 추세 681% 235% 836% DML( ) DDL( ) ACL(DB )
- 26. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. • . • . • . • . 24 /
- 27. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 28. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - DML 400~500
- 29. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. - DDL 300
- 30. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 서비스 안정화 방법들 • • • • • • • /
- 31. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. / • • • • • • • / On-premise AWS MySQL 30
- 32. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. / - COUPANG’S BLUE/GREEN SERVICE
- 33. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. / - COUPANG’S BLUE/GREEN SERVICE
- 34. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. WOW the customer
- 35. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 36. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Factors to consider when choosing a purpose-built database Application Workload Data Shape Performance requirements Operation burden
- 37. © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 감사합니다 © 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.