引言

你要不断提高你的认知，你要不断努力探索事务最本质的东西！

• gitbook在线阅读地址：在线阅读

译文目录 快捷链接

• 论文

  • 分布式事务-Paxos

    • Bigtable: A Distributed Storage System for Structured Data

    • The Chubby lock service for loosely-coupled distributed systems

    • The Google File System

    • MapReduce: Simplified Data Processing on Large Clusters

    • Paxos Made Live - An Engineering Perspective

    • Neat Algorithms - Paxos

  • Raft

    • Raft协议原始论文

    • Raft 一致性算法论文译文-InfoQ

    • Raft算法动画演示

      • Raft - The Secret Lives of Data

      • Raft Consensus Algorithm

      • Raft Distributed Consensus Algorithm Visualization

  • Gossip 一致性算法

    • Gossip协议原始论文

    • Gossip算法动画演示

      • Gossip Visualization

  • 分布式存储和数据库

    • Spanner: Google’s Globally-Distributed Database

    • Spanner, TrueTime & The CAP Theorem

    • F1 - The Fault-Tolerant Distributed RDBMS Supporting Google’s Ad Business

    • Cassandra: A Decentralized Structured Storage System

    • CRUSH: Controlled, Scalable, Decentralized Placement of Replicated Data

  • 分布式消息系统

    • Kafka: a Distributed Messaging System for Log Processing

    • Wormhole: Reliable Pub-Sub to Support Geo-replicated Internet Services

  • 日志和数据

    • TheLog_What every software engineer should know about real-time data’s unifying abstraction

    • 上文中译版

    • The Log-Structured Merge-Tree (LSM-Tree)

    • Immutability Changes Everything

    • Tango: Distributed Data Structures over a Shared Log

  • 分布式监控和跟踪

    • Dapper, a Large-Scale Distributed Systems Tracing Infrastructure

    • Zipkin

  • 数据分析

    • The Unified Logging Infrastructure for Data Analytics at Twitter

    • Scaling Big Data Mining Infrastructure: The Twitter Experience

    • Dremel: Interactive Analysis of Web-Scale Datasets

    • Resident Distributed Datasets: a Fault-Tolerant Abstraction for In-Memory Cluster Computing

分布式数据调度

Paxos算法

• Bigtable: A Distributed Storage System for Structured Data

• The Chubby lock service for loosely-coupled distributed systems

• The Google File System

• MapReduce: Simplifed Data Processing on Large Clusters

• Paxos Made Live – An Engineering Perspective :Paxos 算法细节

• Neat Algorithms - Paxos :比较容易读懂的

  如果你要自己实现 Paxos 算法，这里有几篇文章供你参考。

• Paxos Made Code -代码库libpaxos

• Paxos for System Builders

• Paxos Made Moderately Complex

• Paxos Made Practical

• Plain Paxos Implementations Python & Java

• A go implementation of the Paxos algorithm

• Zab: High-Performance broadcast for primary-backup systems

Raft算法

因为 Paxos 算法太过于晦涩，而且在实际的实现上有太多的坑，并不太容易写对。所以，有人搞出了另外一个一致性的算法，叫 Raft。

• In search of an Understandable Consensus Algorithm (Extended Version) - Raft 一致性算法论文译文

  Raft 算法的动画演示

• Raft – The Secret Lives of Data

• Raft Consensus Algorithm

• Raft Distributed Consensus Algorithm Visualization

逻辑钟和向量钟

• Dynamo: Amazon’s Highly Available Key Value Store

• 马萨诸塞大学课程 Distributed Operating System -第10节 Clock Synchronization

• Why Vector Clocks are Easy

• Why Vector Clocks are Hard

Gossip 协议

• Efficient Reconciliation and Flow Control for Anti-Entropy Protocols

  Gossip图画演示

• gossip visualization

分布式数据库

• Amazon Aurora: Design Considerations for High Throughput Cloud –Native Relation Databases

• Spanner: Google’s Globally-Distributed Database

  基于 Spanner 论文的开源实现

• CockroachDB

• TiDB

K8S

容器设计模式

• 容器设计模式

其他