Distributed Memory Sparse Kernels For Machine Learning Information Guide

  1. Introduction to Distributed Memory Sparse Kernels For Machine Learning
  2. Key Details
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Introduction to Distributed Memory Sparse Kernels For Machine Learning

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Distributed-Memory Parallel Algorithms for Sparse Times Tall-Skinny-Dense Matrix Multiplication News
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Book Review: Sparse Distributed Memory by Pentti Kanerva - April 7, 2021
Book Review: Sparse Distributed Memory by Pentti Kanerva - April 7, 2021
[SPCL_Bcast] Parallel Sparse Matrix Algorithms for Data Analysis and Machine Learning
[SPCL_Bcast] Parallel Sparse Matrix Algorithms for Data Analysis and Machine Learning
What are Distributed Memory Machines
What are Distributed Memory Machines
Must Know Technique in GPU Computing | Episode 4: Tiled Matrix Multiplication in CUDA C
Must Know Technique in GPU Computing | Episode 4: Tiled Matrix Multiplication in CUDA C
Random Embeddings, Matrix-valued Kernels and Deep Learning
Random Embeddings, Matrix-valued Kernels and Deep Learning
Lecture 23 Sparse Kernel Machines
Lecture 23 Sparse Kernel Machines
Diphda: Demystifying Processing-in-HBM for SpGEMM across Diverse Data Mapping
Diphda: Demystifying Processing-in-HBM for SpGEMM across Diverse Data Mapping
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures
[CTSTA'23] A General Distributed Framework for Contraction of a Sparse Tensor with a Tensor Network
[CTSTA'23] A General Distributed Framework for Contraction of a Sparse Tensor with a Tensor Network
[MICRO'20] MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product
[MICRO'20] MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product
HetSys Course: Lecture 11: Parallel Patterns: Sparse Matrices (Fall 2022)
HetSys Course: Lecture 11: Parallel Patterns: Sparse Matrices (Fall 2022)

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Last Updated: October 22, 2026

Future Outlook

Information TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs News
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Summary

Presentation by Vivek Bharadwaj (UC Berkeley) for the IPDPS'22 paper Vivek Bharadwaj, Aydın Buluç, James Demmel. Presentation by Oguz Selvitopi (Lawrence Berkeley National Laboratory) for the ICS'21 paper Oguz Selvitopi, Benjamin Brock, ... Trenton Bricken, Harvard University Abstract: While Attention has come to be an important mechanism in Paper by Haonan Ji, Huimin Song, Shibo Lu, Zhou Jin, Guangming Tan and Weifeng Liu, presented at ICPP'22. Our research intern Alex Cuozzo discusses the book Speaker: Aydın Buluç Venue: SPCL_Bcast, recorded on 24 March, 2022 Abstract: In addition to the traditional theory and ... Tiled (general) Matrix Multiplication from scratch in CUDA C. Code Repo: ... Vikas Sindhwani, IBM T.J. Watson Research Center Spectral Algorithms: From Theory to Practice ... ... evidence in many many problems in Authors: Helya Hosseini, Sanjali Yadav, Christina Giannoula, Bahar Asgari 2026 IEEE International Symposium on Workload ... Presented by Nitish Srivastava at MICRO2020, online. Abstract: Project & Seminar, ETH Zürich, Fall 2022 Programming Heterogeneous

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