paper_reading

经典论文阅读笔记，文章同步发布在知乎和博客上。欢迎提 PR。论文列表如下。

1. 分布式计算

1. Discretized Streams: Fault-Tolerant Streaming Computation at Scale: 笔记原文，知乎
2. Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark : 笔记原文，知乎
3. The dataflow model: a practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing：笔记原文，知乎
4. Distributed Snapshots: Determining Global States of a Distributed System: 笔记原文
5. MapReduce: Simplified Data Processing on Large Clusters
6. Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing
7. S4: Distributed Stream Computing Platform

2. 分布式协调

1. The Chubby lock service for loosely-coupled distributed systems
2. In Search of an Understandable Consensus Algorithm (Extended Version)

3. 分布式存储

1. The Google File System
2. Bigtable: A Distributed Storage System for Structured Data
3. Dynamo: Amazon’s Highly Available Key-value Store
4. Finding a Needle in Haystack: Facebook's Photo Storage
5. Spanner: Google's Globally-Distributed Database
6. F1 - The Fault-Tolerant Distributed RDBMS Supporting Google's Ad Business

4. 调度系统

1. Dominant Resource Fairness: Fair Allocation of Multiple Resource Types
2. Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center
3. Omega: flexible, scalable schedulers for large compute clusters
4. Large-scale cluster management at Google with Borg
5. Borg: the Next Generation

5. OLAP

1. F1 Query: Declarative Querying at Scale
2. Apache Druid

6. AutoScale

1. Autopilot: workload autoscaling at Google