Parallel Algorithms for Sparse Matrix Multiplication and Join-Aggregate Queries

Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems ◽

10.1145/3375395.3387657 ◽

2020 ◽

Author(s):

Xiao Hu ◽

Ke Yi

Keyword(s):

Parallel Algorithms ◽

Sparse Matrix ◽

Matrix Multiplication ◽

Aggregate Queries

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Bandwidth Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking

Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures ◽

10.1145/3350755.3400216 ◽

2020 ◽

Author(s):

Zhixiang Gu ◽

Jose Moreira ◽

David Edelsohn ◽

Ariful Azad

Keyword(s):

Parallel Algorithms ◽

Sparse Matrix ◽

Matrix Multiplication

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Batched Sparse Matrix Multiplication for Accelerating Graph Convolutional Networks

2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) ◽

10.1109/ccgrid.2019.00037 ◽

2019 ◽

Author(s):

Yusuke Nagasaka ◽

Akira Nukada ◽

Ryosuke Kojima ◽

Satoshi Matsuoka

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication ◽

Convolutional Networks

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MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product

2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) ◽

10.1109/micro50266.2020.00068 ◽

2020 ◽

Author(s):

Nitish Srivastava ◽

Hanchen Jin ◽

Jie Liu ◽

David Albonesi ◽

Zhiru Zhang

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication

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Sparse matrix multiplication: The distributed block-compressed sparse row library

Parallel Computing ◽

10.1016/j.parco.2014.03.012 ◽

2014 ◽

Vol 40 (5-6) ◽

pp. 47-58 ◽

Author(s):

Urban Borštnik ◽

Joost VandeVondele ◽

Valéry Weber ◽

Jürg Hutter

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication ◽

Compressed Sparse Row

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Unleashing the performance of bmSparse for the sparse matrix multiplication in GPUs

10.1109/scala54577.2021.00008 ◽

2021 ◽

Author(s):

Gonzalo Berger ◽

Manuel Freire ◽

Renzo Marini ◽

Ernesto Dufrechou ◽

Pablo Ezzatti

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication

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InnerSP: A Memory Efficient Sparse Matrix Multiplication Accelerator with Locality-Aware Inner Product Processing

10.1109/pact52795.2021.00016 ◽

2021 ◽

Author(s):

Daehyeon Baek ◽

Soojin Hwang ◽

Taekyung Heo ◽

Daehoon Kim ◽

Jaehyuk Huh

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication ◽

Inner Product ◽

Memory Efficient

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Reducing Communication Costs for Sparse Matrix Multiplication within Algebraic Multigrid

10.2172/1504845 ◽

2015 ◽

Author(s):

Grey Malone Ballard ◽

Jonathan Joseph Hu ◽

Christopher Siefert

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication ◽

Algebraic Multigrid ◽

Communication Costs

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Optimization of GPU-based Sparse Matrix Multiplication for Large Sparse Networks

2020 IEEE 36th International Conference on Data Engineering (ICDE) ◽

10.1109/icde48307.2020.00085 ◽

2020 ◽

Author(s):

Jeongmyung Lee ◽

Seokwon Kang ◽

Yongseung Yu ◽

Yong-Yeon Jo ◽

Sang-Wook Kim ◽

...

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication ◽

Sparse Networks

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A 7.3 M Output Non-Zeros/J Sparse Matrix-Matrix Multiplication Accelerator using Memory Reconfiguration in 40 nm

2019 Symposium on VLSI Circuits ◽

10.23919/vlsic.2019.8778147 ◽

2019 ◽

Author(s):

Subhankar Pal ◽

Dong-hyeon Park ◽

Siying Feng ◽

Paul Gao ◽

Jielun Tan ◽

...

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication

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Challenges and Advances in Parallel Sparse Matrix-Matrix Multiplication

10.1109/icpp.2008.45 ◽

2008 ◽

Author(s):

Aydin Buluc ◽

John R. Gilbert

Keyword(s):

Sparse Matrix ◽

Matrix Multiplication

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