Starting point
Reference list
PhD application guidelines
Big Data System
- Index
Operating System
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  - OSTEP
    Virtualization
    CPU Abstraction: the Process
    Interlude: Process API
    Mechanism: Limited Direct Execution
    Intro
Networking
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Persistence
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  - Hardware
    Enhancing Lifetime and Security of PCM-Based Main Memory with Start-Gap Wear Leveling
    An Empirical Guide to the Behavior and Use of Scalable Persistent Memory
Database
- Index
Group
Cloud Computing
- Index
  - Cloud Reading Group
    Owl: Scale and Flexibility in Distribution of Hot Contents
    RubberBand: cloud-based hyperparameter tuning
Distributed System
- Distributed Systems Lecture Series
  - 1.1 Introduction
Conference
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Random
- Reading List
Grad School
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  - Resources for undergraduate students

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Conference

Index

MLSys 21

Chips and Compilers Symposium

PreviousMLSys 21 NextSupport sparse computations in ML

Last updated 3 years ago

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Frameworks: front-end
Compilers: back-end

Focus

Compilers

Sparse Computation
Circuit IR Compilers
MLIR
PyTorch
TVM
Alibaba Compilers

Chips

Nvidia
Google TPU
Arm MicroNPU

Panel Discussion

Lessons learned and future directions for co-design for chips and compilers