Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Reactive Microservices Architecture
Search
Go Tanaka
September 09, 2016
Technology
0
210
Reactive Microservices Architecture
Go Tanaka
September 09, 2016
Tweet
Share
More Decks by Go Tanaka
See All by Go Tanaka
事業を理解するために勉強したこと
tan_go238
0
1.1k
RDRAと業務と私
tan_go238
6
4.6k
エンジニアのための情報設計入門
tan_go238
10
7.6k
JVM in Action
tan_go238
1
520
Ordinary Object Pointer in JVM
tan_go238
5
5.7k
フロントエンドの基礎知識
tan_go238
28
9.8k
たぶん便利なパターンマッチ
tan_go238
0
260
ドメイン駆動設計 第一部まとめ
tan_go238
1
350
Other Decks in Technology
See All in Technology
CEL(Common Expression Language)で書いた条件にマッチしたIAM Policyを見つける / iam-policy-finder
fujiwara3
0
710
ペパボのオブザーバビリティ研修2024 説明資料
kesompochy
0
1.1k
What is DRE? - Road to SRE NEXT@広島
chanyou0311
3
630
ソフトウェアエンジニアリングの知見を活かして データ基盤をいい感じにする on Snowflake [MIERUNE BBQ #10]
mtpooh
2
150
MySQLのロックの種類とその競合
yoku0825
6
1.6k
スレットハンティングについて知っておきたいこと
hacket
0
130
エンジニアリングマネージャーはどう学んでいくのか #devsumi / How Do Engineering Managers Continue to Learn and Grow?
expajp
4
1.3k
大規模ドラレコデータ収集・機械学習基盤を支える AWS CDK 〜導入・運用事例紹介〜
pemugi
0
110
Datadog Cloud SIEMを使ってAWS環境の脅威を可視化した話/lifeistech-datadog-cloud-siem
gidajun
0
480
20240725 LLMによるDXのビジョンと、今何からやるべきか @Azure OpenAI Service Dev Day
nrryuya
3
1.2k
Flutter研修【MIXI 24新卒技術研修】
mixi_engineers
PRO
0
160
コンテナ・K8s研修 - 後半 Kubernetes 基礎&ハンズオン【MIXI 24新卒技術研修】
mixi_engineers
PRO
1
120
Featured
See All Featured
The Straight Up "How To Draw Better" Workshop
denniskardys
229
130k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
18
1.2k
Scaling GitHub
holman
458
140k
Faster Mobile Websites
deanohume
303
30k
10 Git Anti Patterns You Should be Aware of
lemiorhan
652
58k
Happy Clients
brianwarren
94
6.5k
Side Projects
sachag
451
42k
GraphQLとの向き合い方2022年版
quramy
36
13k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
121
18k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
502
140k
Bootstrapping a Software Product
garrettdimon
PRO
304
110k
How to Ace a Technical Interview
jacobian
274
23k
Transcript
Reactive Microservices Architecture @tan_go238
ࠓ͢͜ͱ
ͬ͘͘͢͟͝Γ͠·͢
ϚΠΫϩαʔϏεͷίϯηϓτ • খͯ͘͞ • ಠཱͨ͠αʔϏεͰ • ͦΕͧΕ͕ࣗͷυϝΠϯͷσʔλΛ࣋ͪ • ಠཱͯ͠ •
͞Ε͍ͯͯ • εέʔϥϒϧ • ͦͯ͠ରোੑ͕͋Δ
Monolith https://goo.gl/keQyrL
SOA Microservices Reactive Microservices ↓ ↓
Reactive Microserviceͱʁ
Reactive Manifest • ଈԠੑ • ରোੑ • ྗੑ • ϝοηʔδۦಈ
http://www.reactivemanifesto.org/ja
Reactive Microservice (Failure isolation) Bulkheading (SPOFΛͭ͘Βͳ͍)
Reactive Microservice (Own your state, Exclusively)
Reactive Microservice (Event Sourcing, CQRS)
Reactive Microservice (Asynchronous Message-Passing)
Reactive Microserviceͱʁ • ಠཱ͍ͯ͠Δ (DockerΈ͍ͨͳԾԽͱΈ߹ΘͤͯߋʹޮԽ) • ରোੑ͕͋Δ • ඇಉظϝοηʔδϯά ͍͠ɺམͪͯଞͷӨڹ͕গͳ͘ɺ
εέʔϥϒϧʹͰ͖ͯΔͷͰ͙͢ճ෮͢Δ
࣮ࡍͲ͏ͬͯ࡞Δͷʁ
Microservices Come in Systems (Service Discovery) • ͓ޓ͍ͷαʔϏεͷΞυϨεΛ͍ͬͯΔඞཁ͕͋Δ • ͦͷΛݞΘΓ͢Δͷ͕
Service Discovery • CAPఆཧͷ CP-Based ͱ AP-Based ͕͋Δ • CP-Based … Zookeeper, etcd • AP-Based … Lightbend Reactive Platform, eureka, Serf
Microservices Come in Systems (API Gateway) ΫϥΠΞϯτ͔ΒͷϦΫΤετΛड͚औͬͯɺਖ਼͍͠αʔϏε͢ ྫ) Netflix API,
Amazon API Gateway
Microservices Come in Systems (Managing Communication Patterns) • ίϛϡχέʔγϣϯύλʔϯෳࡶʹͳͬͯ͘Δ •
Publish-Subscribe ύλʔϯΛ͏ • SubscriberҎԼͷϥΠϒϥϦ͔ΒσʔλΛऔಘ͢Δ • Kafka, Amazon Kinesis, Cassandra, Riak • ·ͩෆे • σʔλετϦʔϜ … Akka Stream, Apache Camel
Microservices Come in Systems (Back-pressure) • Publish-Subscribe ͷΑ͏ͳύλʔϯͰ Pub ͷॲཧ͕
͗ͯ͢ Sub ͷॲཧ͕͍͔ͭͳ͍͜ͱ͕͋Δ • Subscriber͕͕ࣗॲཧͰ͖ΔྔΛPublisherʹϦΫΤε τΛૹΔ͜ͱͰແବͳ͘Subscriber͕ॲཧͰ͖ΔྔΛॲ ཧ͢ΔΈ • Akka Stream, RxJava, Spark Streaming, Cassandra drivers
Microservices Come in Systems (Circuit Breaker pattern) • ϦϞʔτΞΫηεͷޭʗࣦഊΛΧϯτ͠ɺ Τϥʔ
(failure rate) ͕ᮢΛ͑ͨͱ͖ʹࣗಈతʹΞΫη εΛःஅ͢ΔΈ • Netflix Hystrix, Akka (akka.pattern.CircuitBreaker)
Microservices Come in Systems (Event-Driven Architecture) • σʔλͷมߋ͙͢ଞͷαʔϏε͔Βར༻Ͱ͖ͳ͍ͱ͍͚ͳ͍ • Event
Sourcing, CQRS • Command … ෭࡞༻͕͋Δૢ࡞ • Event … Կ͔͕ىͬͨ͜ͱ͍͏ϩά (ࣄ࣮) • Event Logging and Event Streaming Product • Riak, RedBull Eventuate
Microservices Come in Systems (SAGA pattern) • ࢄγεςϜͰͷτϥϯβΫγϣϯ (Process Manager)
Summery • Reactive Microservice ʹ͢Δʹ • ҎԼͷಛੑʹݻࣥ͢Δ • ͢Δ͜ͱ •
̍αʔϏεʹ͖ͭ̍ͭͷͷΈ • ഉଞతͳঢ়ଶʹ͢Δ • ඇಉظϝοηʔδύογϯά • ػಈੑ͕͋Δ (Mobility) • ߋʹҎԼͷΑ͏ͳಛੑΛซͤ࣋ͭ • αʔϏεಉ࢜ڠௐͯ͠ಈ࡞͢Δ • ͦͷαʔϏε͚ͩͰ݁͢Δ
͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ