• Drizzle- Fast and Adaptable Stream Processing at Scale
• [TODO] Pathways: Asynchronous Distributed Dataflow for ML
• Scaling Distributed Machine Learning with the Parameter Server
• Exoshuffle: Large-Scale Shuffle at the Application Level
• Dataframe Systems - Theory, Architecture, and Implementation
• [Doing] OneFlow: Redesign the Distributed Deep Learning Framework from Scratch
• [Book] Streaming Systems
• State Management in Apache Flink
• Apache Flink Stream and Batch Processing in a Single Engine
• 0. 重要会议
• The Dataflow Model
• Lightweight Asynchronous Snapshots for Distributed Dataflows
• Distributed snapshots: determining global states of distributed systems
• Bigtable: A Distributed Storage System for Structured Data
• GFS: The Google File System
• MapReduce: Simplified Data Processing on Large Clusters
• A Distributed Systems Reading List
• 1. 大数据技术栈