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Introduction
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Theory
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Operating System
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Storage
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Coordination
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Fault Tolerance
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Cloud Computing
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Systems for ML
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ML for Systems
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Machine Learning
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Video Analytics
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Networking
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Serverless
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Resource Disaggregation
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Edge Computing
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Reading list
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
CSE 291H Modern Data Center Systems
(F10) at UC San Diego
CS240: Advanced Topics in Operating Systems
(S20) at Stanford
CS262: Advanced Topics in Computer Systems
(S20) at UC Berkeley
6.828: Operating Systems (Graduate Seminar)
(F20) at MIT
EECS582: Advanced Operating Systems
(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
CS599N1: Network verification and synthesis
(F19) at UW
CS740: Advanced Computer Networks
(S20) at UWM
CS244: Advanced Topics in Networking
(S20) at Stanford
CS538: Advanced Computer Networks
(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
CS239: ML-driven Video Analytics Systems
(F20) at UCLA
CS34702: Machine Learning for Networking and Systems
(F20) at UChicago
EECS598: Systems for AI
(W21) at U of Michigan
Awesome System for Machine Learning
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