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
630
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
データモデリング通り #2オンライン勉強会 ~方法論の話をしよう~
datayokocho
0
150
AIに目を奪われすぎて、周りの困っている人間が見えなくなっていませんか?
cap120
1
550
2時間で300+テーブルをデータ基盤に連携するためのAI活用 / FukuokaDataEngineer
sansan_randd
0
150
OPENLOGI Company Profile for engineer
hr01
1
38k
Google Cloud で学ぶデータエンジニアリング入門 2025年版 #GoogleCloudNext / 20250805
kazaneya
PRO
20
4.9k
2025新卒研修・HTML/CSS #弁護士ドットコム
bengo4com
3
13k
九州の人に知ってもらいたいGISスポット / gis spot in kyushu 2025
sakaik
0
140
Foundation Model × VisionKit で実現するローカル OCR
sansantech
PRO
1
350
Telemetry APIから学ぶGoogle Cloud ObservabilityとOpenTelemetryの現在 / getting-started-telemetry-api-with-google-cloud
k6s4i53rx
0
140
全員が手を動かす組織へ - 生成AIが変えるTVerの開発現場 / everyone-codes-genai-transforms-tver-development
tohae
0
110
いかにして命令の入れ替わりについて心配するのをやめ、メモリモデルを愛するようになったか(改)
nullpo_head
7
2.6k
Claude Codeが働くAI中心の業務システム構築の挑戦―AIエージェント中心の働き方を目指して
os1ma
9
2.5k
Featured
See All Featured
A designer walks into a library…
pauljervisheath
207
24k
Faster Mobile Websites
deanohume
308
31k
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
How to Think Like a Performance Engineer
csswizardry
25
1.8k
How GitHub (no longer) Works
holman
314
140k
Why You Should Never Use an ORM
jnunemaker
PRO
58
9.5k
Speed Design
sergeychernyshev
32
1.1k
Fantastic passwords and where to find them - at NoRuKo
philnash
51
3.4k
Mobile First: as difficult as doing things right
swwweet
223
9.9k
Balancing Empowerment & Direction
lara
1
540
GitHub's CSS Performance
jonrohan
1031
460k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
248
1.3M
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