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마이크로서비스 기반 클라우드 아키텍처 구성 모범 사례 - 윤석찬 (AWS 테크에반젤리스트)

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마이크로서비스 기반 클라우드 아키텍처 구성 모범 사례에 대해 Netflix를 비롯하여 SK Planet, 배달의 민족, 삼성전자 등 다양한 국내 사례를 모아서 알려드립니다.

Publicada em: Tecnologia
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마이크로서비스 기반 클라우드 아키텍처 구성 모범 사례 - 윤석찬 (AWS 테크에반젤리스트)

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  8. 8. “Monolith ” 장기 개발 사이클 (다수개발자 공동 참여) 운영의 어려움 (특정 모듈 장애시) 애플리케이션 확장성 애로 l규 출시o 몇 St 걸림 l규 기R 추Jo n려p m키텍처 유y 진화s n려p 혁신 저해 고객 불만족 민첩성 저해
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  12. 12. 3 i 1 u UdF a & n n & n u r 13,4 ( “ , 2/ & 5 Jb W L S& MU U L WU a( XU Ib g V ) h a U g U b = WY U http://www.allthingsdistributed.com/2014/11/a pollo-amazon-deployment-engine.html
  13. 13. k & J ' • ) © • c “ ( ( y -,, u u “ u © • u GA • • • c w GA c ( GA © p7 • GA i c GAa5 b P ) GA DUUbc .,-0 https://www.slideshare.net/Channy/daum-ap-is-in-api-meetup-2014
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  15. 15. ) ” https://www.youtube.com/watch?v=OczG5FQIcXwhttps://www.youtube.com/watch?v=-mL3zT1iIKw s !
  16. 16. h l 33 W R Q (c) Josh Evans, Mastering Chaos A Netflix Guide to Microservices, QCon SF 2016 Netflix DVD Data Center - 2000 Linux Host Apache Tomcat Javaweb STORE LoadBalancer BILLING HTTP JDBC DB Link HTTP/S Monolithic code base Monolithic database Tightly coupled architecture
  17. 17. AN O R … 100s of microservices 1000s of daily production changes 10,000s of instances 100,000s of customer interactions per minute 1,000,000s of customers 1,000,000,000s of metrics 10,000,000,000 hours of streamed (c) Dave Hahn, A Day in the Life of a Netflix Engineer Using 37% of the Internet, re:Invent 2015 10s of operations engineers No Datacenter • 2008 – Datacenter failure (must be a better way) • 2009 – Cloud effort starts • 2010 – The first devices are talking to Netflix in the cloud (US-EAST-1) • 2011 – EU-WEST-1 • 2013 – US-WEST-2 (active/active) • 2015 – Migration Complete
  18. 18. “service-oriented architecture composed of loosely coupled elements that have bounded contexts” Adrian Cockcroft (VP of Cloud Architecture @ AWS, former Cloud Architect at Netflix) 4
  19. 19. © ( GA “ ( “ “service-oriented architecture composed of loosely coupled elements that have bounded contexts” Adrian Cockcroft (VP of Cloud Architecture @ AWS, former Cloud Architect at Netflix)
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  21. 21. Developer Build Stage #1 Stage #2 … Stage #N Production Build Build Build Build Bug! Spring Developer/ Team Developer/ Team Developer/ Team Developer/ Team tightly coupled
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  24. 24. Public API POST /restaurants GET /restaurants Application/Logic (code, libraries, etc) Data Store (eg, RDS, DynamoDB ElastiCache, ElasticSearch) x s
  25. 25. —j s Drivers micro-services Payments micro-service Location micro-services Ordering micro-services Restaurant micro-service
  26. 26. Client Application Client Library EVCache Client Service Client S S S S. . . DB DB DB DB. . . . . . . . . Microservice (c) Josh Evans, Mastering Chaos A Netflix Guide to Microservices, QCon SF 2016 t—x(
  27. 27. Edge ELB Zuul NCCP API Middle Tier & Platform Product • Bucket testing • Subscriber • Recommendations Platform • Routing • Configuration • Crypto Persistence • Cache • Database (c) Josh Evans, Mastering Chaos A Netflix Guide to Microservices, QCon SF 2016
  28. 28. i n • ” & a ZR ' • Y ScYb : U ZU & 5 p p … Y ab& ▶ ( • R SZ &5 Y ScYb × =fSU bY • “ &ER W' • YU b IYTU C T : SU • & ZNTJ' • g YS IU dYSU YaS dU g p+ HYRR ' =c UZ
  29. 29. i n o i rp (c) Ruslan Meshenberg, From Asgard to Zuul, re:Invent 2014
  30. 30. … & QJ ' r“ v Chaos Monkey https://github.com/ne tflix/chaosmonkey Instance Fail? Chaos Gorilla Zone Fail? Chaos Kong Region Fail? “ p
  31. 31. AN O R l N NWMNWLa Y ScYb R U ZU a( V R SZa( SX a IY U S YU ba =dU bc S aYabU Sg Dc bY) UWY V Y dU FLJ N cb )aS Y W HUTc T Sg k d YT IG G bYbY UT e Z Ta Y c U)T YdU TUaYW X a c TU T QJWPN cb bUT TU YdU g A bUW bUT SbYSUa BZPJWRbJ R W $ 5ZLQR NL ZN I cbY a VY ab( bU aUS T (c) Josh Evans, Mastering Chaos A Netflix Guide to Microservices, QCon SF 2016
  32. 32. netflix.github.io
  33. 33. . MI
  34. 34. 5HF v Building a Microservices Gaming Platform for Turbine Mobile Games (2016) From Monolithic to Microservices Evolving Architecture Patterns in the Cloud (2016) Developing Mobile Apps and Serverless Microservices for Enterprises using AWS (2016) Pure Play Video OTT- A Microservices Architecture (2015) Nike's Journey into Microservices (2014) A Journey to Microservices (2015) 마t크로dai 기반 모바u dai 마t그레tg (20#6 마t크로 dai m키텍처로 방h dai 진화 (20#6 cfw자 IBT dai 마t크로dai L축 b례
  35. 35. Clients HTTP REST EC2 Instances 5HF v Elastic Load Balancing EC2 Instances Amazon ECS Amazon API Gateway AWS Lambda
  36. 36. - ) v S3 CloudFront RDS ElastiCache EC2 Elastic Load Balancing EC2 Elastic Load Balancing Static Content Content Delivery API Layer Application Layer Persistency Layer Auto Scaling Group Auto Scaling Group
  37. 37. I v 5C= m GA ? =M O ) I Y W cT Pcc Xbb 5++e e R a WYbXcR Y + #T+.,-3+,2+-/+ YW bUe g Xb 1,u =C:
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  40. 40. . ) z v S3 CloudFront RDS ElastiCache EC2 Application Load Balancing Static Content Content Delivery API Layer Application Layer Persistency Layer API Gateway EC2 Container Service Auto Scaling Group
  41. 41. FJ WP WWNL CONNECT EVEN MORE WITH (c) 장수백(삼성전자), Samsung Connect 마이크로서비스 도입 사례, AWS Summit 2016
  42. 42. FJ WP WWNL 2,' YS bY Tc Ua 0 TYVVU U b W R bU a D aaYdU b VVYS IUSc U( aS R U T U Y R U QJ NWPN F R W RLZ NZ RLN 5ZLQR NL ZN W 5HF D YbXYS b Y U)W Y UT cb bY T A TU U TU b TU g U b = . b Y U a # cb IS Y W cb ca+ USU b YhUT (c) 장수백(삼성전자), Samsung Connect 마이크로서비스 도입 사례, AWS Summit 2016
  43. 43. Microservices Architecture of Samsung Connect IoT Connected Devices Event Pipeline Amazon ECS S3 Galaxy Devices Microservice Microservice Microservice IoT Protocol Endpoint ELB/ALB DynamoDB & Aurora Manufacturers Developers KMS CloudHSM Lambda/ API GW 3rd Party Cloud Admin CloudWatch Scale-in/out Policy ….. Microservice FJ WP WWNL (c) 장수백(삼성전자), Samsung Connect 마이크로서비스 도입 사례, AWS Summit 2016
  44. 44. = . G c R Y a X U b Y S a D P F E C F K M @ = C I A C F : C E A E ? c b I S Y W = I a U d Y S U d Y R Y Y b g P U d Y R Y Y b g P U : I S U Y + I S U c b Y S Y U a T T + U d U = I b a Z a DYS aU dYSU - DYS aU dYSU . DYS aU dYSU / FJ WP WWNL z r“ s Microservices Architecture - Automatic Service Scaling (c) 장수백(삼성전자), Samsung Connect 마이크로서비스 도입 사례, AWS Summit 2016
  45. 45. FJ WP WWNL j s DBwAlBad ACC )Deate image fDBm DBckeDfile 1GEh tB E)2 2egiEteD TaEk defiAitiBA JeAkiAE / E)2 AccBGAt #2 AccBGAt #3 Gitla6 / E)2 AccBGAt ## A/( 1BlicI AccBGAt #A TeDDafBDm IAfDaEtDGctGDe aE a cBde E)3 03 (iAE//i6E (iAE//i6E ACC2ACC# E)3 03 (iAE//i6E (iAE//i6E ACC2ACC# /Bcal JeAkiAE Amazon ECR Development Test/Build Production (c) 송주영(삼성전자), Samsung Knox 및 Connnect의 AWS 기반 콘테이너 활용 사례, AWS Summit 2016
  46. 46. / ) “ v S3 CloudFront Static Content Content Delivery API Layer Application Layer Persistency Layer API Gateway DynamoDBAWS Lambda
  47. 47. “ s (c) 이상현(빙글), Vingle의 AWS 기반 서버리스 마이크로 서비스 구현 사례
  48. 48. = abYS C T : SU MI F ae Za eee dY W U Ub Y- dY W U Ub = . : + SXU = . = . v … s MUR aU dU + : SZW c T M ZU + H=I GA + FHD + :caY Uaa WYS UUT IU SX T M YbY W T Y I (c) 이상현(빙글), Vingle의 AWS 기반 서버리스 마이크로 서비스 구현 사례
  49. 49. API Gateway Lambda DynamoDB (List of spam keywords) POST /api/validates Body: { data: “ABCDEFG” } “ ) (c) 이상현(빙글), Vingle의 AWS 기반 서버리스 마이크로 서비스 구현 사례
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