ISCA 2021 Overview

Table of Contents

TODO Ten Lessons From Three Generations Shaped Google’ s TPUv4i Industrial Product

TODO Dual-side Sparse Tensor Core

link
https://arxiv.org/pdf/2105.09564.pdf

This paper proposes how to do minimal changes

TODO PolyGraph : Exposing the Value of Flexibility for Graph Processing Accelerators

link
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9499835

This paper proposes a template for Graph Processing accelerators.

TODO Taming the Zoo: The Unified GraphIt Compiler Framework for Novel Architectures

DONE SpZip: Architectural Support for Effective Data Compression In Irregular Applications

link
https://people.csail.mit.edu/emer/papers/2021.06.isca.spzip.pdf

Irregular applications are famous for low compute intensity and huge memory throughput, this paper proposes to support data compression/decompression at hardware level to reduce memory throughput for workloads such as BFS/PageRank.

Author: expye(Zihao Ye)

Email: expye@outlook.com

Date: 2021-07-08 Thu 00:00

Last modified: 2022-04-26 Tue 23:33

Licensed under CC BY-NC 4.0