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
240
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
1.3k
RDRAと業務と私
tan_go238
6
5.1k
エンジニアのための情報設計入門
tan_go238
10
7.8k
JVM in Action
tan_go238
1
620
Ordinary Object Pointer in JVM
tan_go238
5
6k
フロントエンドの基礎知識
tan_go238
28
9.9k
たぶん便利なパターンマッチ
tan_go238
0
300
ドメイン駆動設計 第一部まとめ
tan_go238
1
410
Other Decks in Technology
See All in Technology
手動からの解放!!Strands Agents で実現する総合テスト自動化
ideaws
2
130
QAを早期に巻き込む”って どうやるの? モヤモヤから抜け出す実践知
moritamasami
2
150
20250708オープンエンドな探索と知識発見
sakana_ai
PRO
5
1.2k
Shadow DOM & Security - Exploring the boundary between light and shadow
masatokinugawa
0
620
TROCCO今昔
gtnao
0
180
セキュアなAI活用のためのLiteLLMの可能性
tk3fftk
1
550
claude codeでPrompt Engineering
iori0311
0
240
M365アカウント侵害時の初動対応
lhazy
5
3.6k
Microsoft Fabric ガバナンス設計の一歩目を考える
ryomaru0825
1
170
Semantic Machine Intelligence for Vision, Language, and Actions
keio_smilab
PRO
2
370
データエンジニアリング 4年前と変わったこと、 4年前と変わらないこと
tanakarian
1
320
AI時代にも変わらぬ価値を発揮したい: インフラ・クラウドを切り口にユーザー価値と非機能要件に向き合ってエンジニアとしての地力を培う
netmarkjp
0
190
Featured
See All Featured
The Cult of Friendly URLs
andyhume
79
6.5k
Raft: Consensus for Rubyists
vanstee
140
7k
Reflections from 52 weeks, 52 projects
jeffersonlam
351
21k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.4k
Building Flexible Design Systems
yeseniaperezcruz
328
39k
The Invisible Side of Design
smashingmag
301
51k
How GitHub (no longer) Works
holman
314
140k
Statistics for Hackers
jakevdp
799
220k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
How to Think Like a Performance Engineer
csswizardry
25
1.8k
Done Done
chrislema
184
16k
It's Worth the Effort
3n
185
28k
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