iflab.org

论文阅读目录2018版(付尧)

分布式计算:

谷歌三件套:

The Google File System

MapReduce: Simplified Data Processing on Large Clusters

Bigtable: A Distributed Storage System for Structured Data

分布式协议PaxosRaft

Time, Clocks, and the Ordering of Events in a Distributed System

In Search of an Understandable Consensus Algorithm

流式计算框架:

S4: Distributed Stream Computing Platform

Storm@twitter

分布式机器学习框架:

GraphLab: A New Framework for Parallel Machine Learning

Scaling Distributed Machine Learning with the Parameter Server

分布式图计算框架:

Pregel: a system for large-scale graph processing

Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs

深度学习:

ImageNetCNNImagenet classification with deep convolutional neural networks

DNNDeep residual learning for image recognition

RNNGenerating sequences with recurrent neural networks

NLPJoint Learning of Words and Meaning Representations for Open-Text Semantic Parsing

GANGenerative Adversarial Networks

区块链(不是论文):

比特币白皮书及开发者指南

区块链相关学习资料

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