之前在 COSCUP 2016 榮幸講了一場 萬事萬物皆是 Log — 系統架構也來點科普。結束後被詢問有沒有一些靈感來源、延伸讀物、參考資料等等,這裡就把我有記下來的參考資料整理在此。一些時間關係沒有帶到的主題就也一起放在這了。
-
Linkedin 工程師寫的關於 LOG 架構的長篇好文,強烈推薦閱讀。 https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying
-
Microservice: http://blog.christianposta.com/microservices/the-hardest-part-about-microservices-data/ http://blog.christianposta.com/microservices/why-microservices-should-be-event-driven-autonomy-vs-authority/
-
講 Apache Samza 如何用 LOG 整個拆解掉 Database。很精彩,大推薦! http://www.confluent.io/blog/turning-the-database-inside-out-with-apache-samza/
-
Stream Processing: Spark: https://spark.apache.org/ Storm: https://storm.apache.org/ Kafka: https://kafka.apache.org/
-
Immutable Database — Datomic: http://www.datomic.com/rationale.html
-
Lamport Timestamp:所有對分散式系統有興趣的人都一定要瞭解一下。 http://www.goodmath.org/blog/2016/03/16/time-in-distributed-systems-lamport-timestamps/
-
CRDT:這也是我最近很有興趣的主題,條列一些參考資料在此。 https://swarmjs.github.io/articles/papoc/
-
A comprehensive study of Convergent and Commutative Replicated Data Types: http://hal.upmc.fr/inria-00555588/document http://underscore.io/blog/posts/2013/12/20/crdts-for-fun-and-eventual-profit.html
-
Google Spanner: https://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/archive/spanner-osdi2012.pdf
-
Martin 大叔介紹的 Event Sourcing 架構 http://martinfowler.com/eaaDev/EventSourcing.html An Introduction to Distributed System https://github.com/aphyr/distsys-class
-
Lambda/Kappa Architecture https://www.oreilly.com/ideas/questioning-the-lambda-architecture http://milinda.pathirage.org/kappa-architecture.com/
-
Consistent Hashing/CAP/Merkle Tree 三個分散式系統常見元素的系列介紹文: https://loveforprogramming.quora.com/Distributed-Systems-Part-1-A-peek-into-consistent-hashing https://loveforprogramming.quora.com/Distributed-Systems-Part-2-Consistency-versus-Availability-A-Pragmatic-Examplehttps://loveforprogramming.quora.com/Distributed-Systems-Part-3-Managing-Anti-Entropy-using-Merkle-Trees
-
最後又一個集大成文… WHAT WE TALK ABOUT WHEN WE TALK ABOUT DISTRIBUTED SYSTEMS https://videlalvaro.github.io/2015/12/learning-about-distributed-systems.html
對任何主題有興趣的話都歡迎來討論 XD