Parallel graph analytics

Communications of the ACM ◽

10.1145/2901919 ◽

2016 ◽

Vol 59 (5) ◽

pp. 78-87 ◽

Author(s):

Andrew Lenharth ◽

Donald Nguyen ◽

Keshav Pingali

Keyword(s):

Graph Analytics ◽

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Fast load balance parallel graph analytics with an automatic graph data structure selection algorithm

Future Generation Computer Systems ◽

10.1016/j.future.2020.06.005 ◽

2020 ◽

Vol 112 ◽

pp. 612-623

Author(s):

Jiawen Sun ◽

Hans Vandierendonck ◽

Dimitrios S. Nikolopoulos

Keyword(s):

Data Structure ◽

Load Balance ◽

Selection Algorithm ◽

Graph Analytics ◽

Structure Selection ◽

Data Structure Selection ◽

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Gluon: a communication-optimizing substrate for distributed heterogeneous graph analytics

ACM SIGPLAN Notices ◽

10.1145/3296979.3192404 ◽

2018 ◽

Vol 53 (4) ◽

pp. 752-768 ◽

Author(s):

Roshan Dathathri ◽

Gurbinder Gill ◽

Loc Hoang ◽

Hoang-Vu Dang ◽

Alex Brooks ◽

...

Keyword(s):

Graph Analytics

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On the Feasibility of Using Reduced-Precision Tensor Core Operations for Graph Analytics

2020 IEEE High Performance Extreme Computing Conference (HPEC) ◽

10.1109/hpec43674.2020.9286152 ◽

2020 ◽

Author(s):

Jesun Sahariar Firoz ◽

Ang Li ◽

Jiajia Li ◽

Kevin Barker

Keyword(s):

Graph Analytics

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Recent Advances on Graph Analytics and Its Applications in Healthcare

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3394486.3406469 ◽

2020 ◽

Author(s):

Fei Wang ◽

Peng Cui ◽

Jian Pei ◽

Yangqiu Song ◽

Chengxi Zang

Keyword(s):

Graph Analytics ◽

Recent Advances

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Massively Parallel Graph Drawing and Representation Learning

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9377976 ◽

2020 ◽

Author(s):

Christian Bohm ◽

Claudia Plant

Keyword(s):

Graph Drawing ◽

Representation Learning ◽

Massively Parallel ◽

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Matrix Multiplication with SQL Queries for Graph Analytics

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9378275 ◽

2020 ◽

Author(s):

Xiantian Zhou ◽

Carlos Ordonez

Keyword(s):

Matrix Multiplication ◽

Graph Analytics

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An abstract machine for parallel graph reduction

Proceedings of the fourth international conference on Functional programming languages and computer architecture - FPCA '89 ◽

10.1145/99370.99387 ◽

1989 ◽

Author(s):

Lal George

Keyword(s):

Graph Reduction ◽

Abstract Machine ◽

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Aggregation Support for Modern Graph Analytics in TigerGraph

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data ◽

10.1145/3318464.3386144 ◽

2020 ◽

Author(s):

Alin Deutsch ◽

Yu Xu ◽

Mingxi Wu ◽

Victor E. Lee

Keyword(s):

Graph Analytics

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Parallel Graph Partitioning on Multicore Architectures

Languages and Compilers for Parallel Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-19595-2_17 ◽

2011 ◽

pp. 246-260 ◽

Author(s):

Xin Sui ◽

Donald Nguyen ◽

Martin Burtscher ◽

Keshav Pingali

Keyword(s):

Graph Partitioning ◽

Multicore Architectures ◽

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Centaur: Hybrid Processing in On/Off-chip Memory Architecture for Graph Analytics

2020 57th ACM/IEEE Design Automation Conference (DAC) ◽

10.1109/dac18072.2020.9218624 ◽

2020 ◽

Author(s):

Abraham Addisie ◽

Valeria Bertacco

Keyword(s):

Memory Architecture ◽

Graph Analytics

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