Research papers I've read.
A running log of papers I've studied.
14 papers
MapReduce: Simplified Data Processing on Large Clusters
Jeffrey Dean, Sanjay Ghemawat
OSDI · 2004
Bigtable: A Distributed Storage System for Structured Data
Fay Chang et al.
OSDI · 2006
The Google File System
Sanjay Ghemawat et al.
SOSP · 2003
Dynamo: Amazon's Highly Available Key-value Store
Giuseppe DeCandia et al.
SOSP · 2007
In Search of an Understandable Consensus Algorithm (Raft)
Diego Ongaro, John Ousterhout
ATC · 2014
Paxos Made Simple
Leslie Lamport
SIGACT News · 2001
Attention Is All You Need
Ashish Vaswani et al.
NeurIPS · 2017
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin et al.
NAACL · 2019
Improving Language Understanding by Generative Pre-Training (GPT)
Alec Radford et al.
OpenAI · 2018
Language Models are Unsupervised Multitask Learners (GPT-2)
Alec Radford et al.
OpenAI · 2019
ImageNet Classification with Deep Convolutional Neural Networks
Alex Krizhevsky et al.
NeurIPS · 2012
Long Short-Term Memory
Sepp Hochreiter, Jürgen Schmidhuber
Neural Computation · 1997
A Few Useful Things to Know About Machine Learning
Pedro Domingos
CACM · 2012
The Unreasonable Effectiveness of Data
Alon Halevy et al.
IEEE Intelligent Systems · 2009