Introduction
Reading list
Theory
- Index
  - Impossibility of Distributed Consensus with One Faulty Process
  - Time, Clocks, and the Ordering of Events in a Distributed System
  - Using Reasoning About Knowledge to analyze Distributed Systems
  - CAP Twelve Years Later: How the “Rules” Have Changed
  - A Note on Distributed Computing
Operating System
- Index
Storage
- Index
Coordination
- Index
  - Logical Physical Clocks and Consistent Snapshots in Globally Distributed Databases
  - Paxos made simple
  - ZooKeeper: Wait-free coordination for Internet-scale systems
  - Just Say NO to Paxos Overhead: Replacing Consensus with Network Ordering
  - Keeping CALM: When Distributed Consistency is Easy
  - In Search of an Understandable Consensus Algorithm
  - A comprehensive study of Convergent and Commutative Replicated Data Types
Fault Tolerance
- Index
Cloud Computing
- Index
Systems for ML
- Index
ML for Systems
- Index
  - Short Summaries
Machine Learning
- Index
  - Deep Learning with Differential Privacy
  - Accelerating Deep Learning via Importance Sampling
  - A Few Useful Things to Know About Machine Learning
Video Analytics
- Index
Networking
- Index
  - Salsify: Low-Latency Network Video through Tighter Integration between a Video Codec and a Transport
  - Learning in situ: a randomized experiment in video streaming
  - Short Summaries
Serverless
- Index
  - Serverless Computing: One Step Forward, Two Steps Back
  - Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads
  - SAND: Towards High-Performance Serverless Computing
  - Pocket: Elastic Ephemeral Storage for Serverless Analytics
  - Fault-tolerant and Transactional Stateful Serverless Workflows
Resource Disaggregation
- Index
Edge Computing
- Index
Security/Privacy
- Index
Misc.
- Index
  - Rate Limiting
  - Load Balancing
  - Consistency Models in Distributed System
  - Managing Complexity
  - System Design
  - Deep Dive into the Spark Scheduler
  - The Actor Model
  - Python Global Interpreter Lock
  - About Research and PhD

Powered by GitBook

On this page

Reading list

PreviousIntroduction NextIndex

Last updated 4 years ago

Was this helpful?

CtrlK

Was this helpful?

How to read a paper?

Reading list by topic:

Distributed System:

Christopher Meiklejohn's "Readings in distributed systems"
CS525: Advanced Distributed Systems (S11) at UIUC
6.S897: Large-Scale Systems (F15) at MIT
CMPS232: Graduate Distributed Systems (S18) at UC Santa Cruz
CS349D: Cloud Computing Technology (F18) at Stanford
CS624: Reliable Software Systems (S21) at JHU
15-712 Advanced Operating Systems and Distributed Systems (S21) at CMU

Operating Systems:

COS518: Advanced Computer Systems (S17) at Princeton
CS 331: Advanced Operating Systems (W19) at UChicago
CS262:Advanced Topics in Computer Systems (F19) at UC Berkeley
(F10) at UC San Diego
(S20) at Stanford
(S20) at UC Berkeley
(F20) at MIT
(F20) at U of Michigan

Networking:

COS-56: Advanced Computer Networks (F18) at Princeton
CS268: Computer Networks (S19) at UC Berkeley
CS6450: Advanced Computer Networks (F19) at Cornell
(F19) at UW
(S20) at UWM
(S20) at Stanford
(S21) at UIUC

System for X:

CS291F: Advanced Data Analytics and ML Systems (W19) at UC San Diego
CS219: Web and Mobile Systems (F19) at UCLA
CS294: Machine Learning Systems (F19) at Berkeley
(F20) at UCLA
(F20) at UChicago
(W21) at U of Michigan

CSE 291H Modern Data Center Systems

CS240: Advanced Topics in Operating Systems

CS262: Advanced Topics in Computer Systems

6.828: Operating Systems (Graduate Seminar)

EECS582: Advanced Operating Systems

CS599N1: Network verification and synthesis

CS740: Advanced Computer Networks

CS244: Advanced Topics in Networking

CS538: Advanced Computer Networks

CS239: ML-driven Video Analytics Systems

CS34702: Machine Learning for Networking and Systems

EECS598: Systems for AI

Awesome System for Machine Learning