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Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication
3 October 2015
A. Azad
Grey Ballard
A. Buluç
J. Demmel
L. Grigori
O. Schwartz
Sivan Toledo
Samuel Williams
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Papers citing
"Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication"
38 / 38 papers shown
Title
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369
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A sparsity-aware distributed-memory algorithm for sparse-sparse matrix multiplication
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153
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Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication
International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2024
Isuru Ranawaka
Md Taufique Hussain
Charles Block
Gerasimos Gerogiannis
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Ariful Azad
169
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SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels
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NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator
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Gilbert Jonatan
José L. Abellán
Ajay Joshi
John Kim
David Kaeli
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284
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23 Apr 2024
RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs
International Conference on Supercomputing (ICS), 2023
Benjamin Brock
A. Buluç
Katherine Yelick
207
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29 Nov 2023
Optimization of SpGEMM with Risc-V vector instructions
Valentin Le Fèvre
Marc Casas
121
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04 Mar 2023
A Distributed Block Chebyshev-Davidson Algorithm for Parallel Spectral Clustering
Journal of Scientific Computing (J. Sci. Comput.), 2022
Qiyuan Pang
Haizhao Yang
171
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08 Dec 2022
Parallel, Portable Algorithms for Distance-2 Maximal Independent Set and Graph Coarsening
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
Brian Kelley
S. Rajamanickam
137
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06 Apr 2022
pylspack: Parallel algorithms and data structures for sketching, column subset selection, regression and leverage scores
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Aleksandros Sobczyk
Efstratios Gallopoulos
185
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05 Mar 2022
Fast Dynamic Updates and Dynamic SpGEMM on MPI-Distributed Graphs
IEEE International Conference on Cluster Computing (Cluster), 2022
Alexander van der Grinten
G. Custers
Duy Le Thanh
Henning Meyerhenke
113
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17 Feb 2022
Parallel Algorithms for Adding a Collection of Sparse Matrices
IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPS), 2021
Md Taufique Hussain
Guttu Sai Abhishek
A. Buluç
A. Azad
136
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19 Dec 2021
Parallel Algorithms for Masked Sparse Matrix-Matrix Products
Srđan Milaković
Oguz Selvitopi
Israt Nisa
Zoran Budimlic
A. Buluç
113
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18 Nov 2021
Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021
A. Azad
Oguz Selvitopi
Md Taufique Hussain
J. Gilbert
A. Buluç
113
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28 Jun 2021
The Chunks and Tasks Matrix Library 2.0
Emanuel H. Rubensson
Elias Rudberg
Anastasia Kruchinina
Anton G. Artemov
85
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23 Nov 2020
Communication-Avoiding and Memory-Constrained Sparse Matrix-Matrix Multiplication at Extreme Scale
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Md Taufique Hussain
Oguz Selvitopi
A. Buluç
A. Azad
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145
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Reducing Communication in Graph Neural Network Training
Alok Tripathy
Katherine Yelick
A. Buluç
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221
114
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07 May 2020
Bandwidth-Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2020
Zhixiang Gu
José Moreira
D. Edelsohn
A. Azad
112
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26 Feb 2020
A Systematic Survey of General Sparse Matrix-Matrix Multiplication
ACM Computing Surveys (ACM CSUR), 2020
Jianhua Gao
Weixing Ji
Fangli Chang
Zhaonian Tan
Bingxin Wei
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Yueyan Zhao
207
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0
26 Feb 2020
Optimizing High Performance Markov Clustering for Pre-Exascale Architectures
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Oguz Selvitopi
Md Taufique Hussain
A. Azad
A. Buluç
91
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0
24 Feb 2020
SpArch: Efficient Architecture for Sparse Matrix Multiplication
International Symposium on High-Performance Computer Architecture (HPCA), 2020
Zhekai Zhang
Hanrui Wang
Song Han
W. Dally
157
265
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20 Feb 2020
The Parallelism Motifs of Genomic Data Analysis
Katherine Yelick
A. Buluç
M. Awan
A. Azad
Benjamin Brock
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Giulia Guidi
S. Hofmeyr
Oguz Selvitopi
Cristina Teodoropol
L. Oliker
153
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20 Jan 2020
Communication-Efficient Jaccard Similarity for High-Performance Distributed Genome Comparisons
Maciej Besta
Raghavendra Kanakagiri
Harun Mustafa
Mikhail Karasikov
Gunnar Rätsch
Torsten Hoefler
Edgar Solomonik
350
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11 Nov 2019
Efficient computation of the density matrix with error control on distributed computer systems
Anastasia Kruchinina
Elias Rudberg
Emanuel H. Rubensson
92
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27 Sep 2019
Prior-preconditioned conjugate gradient method for accelerated Gibbs sampling in "large
n
n
n
& large
p
p
p
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A. Nishimura
M. Suchard
327
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29 Oct 2018
Implementing Push-Pull Efficiently in GraphBLAS
Carl Yang
A. Buluç
John Douglas Owens
194
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0
10 Apr 2018
High-performance sparse matrix-matrix products on Intel KNL and multicore architectures
Yusuke Nagasaka
Satoshi Matsuoka
A. Azad
A. Buluç
122
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05 Apr 2018
Sparse Matrix Multiplication and Triangle Listing in the Congested Clique Model
K. Censor-Hillel
Dean Leitersdorf
Elia Turner
169
35
0
13 Feb 2018
Multi-threaded Sparse Matrix-Matrix Multiplication for Many-Core and GPU Architectures
Mehmet Deveci
C. Trott
S. Rajamanickam
123
55
0
09 Jan 2018
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
International Conference on Artificial Intelligence and Statistics (AISTATS), 2017
Penporn Koanantakool
Alnur Ali
A. Azad
A. Buluç
Dmitriy Morozov
L. Oliker
Katherine Yelick
Sang-Yun Oh
97
12
0
30 Oct 2017
Distributed Triangle Counting in the Graphulo Matrix Math Library
D. Hutchison
111
8
0
20 Aug 2017
Increasing the Efficiency of Sparse Matrix-Matrix Multiplication with a 2.5D Algorithm and One-Sided MPI
A. Lazzaro
J. VandeVondele
J. Hutter
O. Schütt
112
27
0
29 May 2017
Scaling betweenness centrality using communication-efficient sparse matrix multiplication
Edgar Solomonik
Maciej Besta
Flavio Vella
Torsten Hoefler
218
80
0
22 Sep 2016
Novel Graph Processor Architecture, Prototype System, and Results
William S. Song
Vitaliy Gleyzer
A. Lomakin
J. Kepner
GNN
71
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0
22 Jul 2016
Mathematical Foundations of the GraphBLAS
J. Kepner
Peter Aaltonen
David A. Bader
A. Buluç
F. Franchetti
...
José Moreira
John Douglas Owens
Carl Yang
Marcin Zalewski
Tim Mattson
203
239
0
18 Jun 2016
Hypergraph Partitioning for Sparse Matrix-Matrix Multiplication
Grey Ballard
Alex Druinsky
Nicholas Knight
O. Schwartz
107
58
0
17 Mar 2016
Locality-aware parallel block-sparse matrix-matrix multiplication using the Chunks and Tasks programming model
Emanuel H. Rubensson
Elias Rudberg
186
23
0
30 Jan 2015
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