HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing

Mapping Intimacies ◽

10.23919/date51398.2021.9473227 ◽

2021 ◽

Author(s):

Minxuan Zhou ◽

Muzhou Li ◽

Mohsen Imani ◽

Tajana Rosing

Keyword(s):

Graph Processing ◽

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NGraph: Parallel Graph Processing in Hybrid Memory Systems

IEEE Access ◽

10.1109/access.2019.2931058 ◽

2019 ◽

Vol 7 ◽

pp. 103517-103529

Author(s):

Wei Liu ◽

Haikun Liu ◽

Xiaofei Liao ◽

Hai Jin ◽

Yu Zhang

Keyword(s):

Memory Systems ◽

Graph Processing ◽

Hybrid Memory ◽

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HNGraph: Parallel Graph Processing in Hybrid Memory Based NUMA Systems

10.1109/cluster48925.2021.00063 ◽

2021 ◽

Author(s):

Wei Liu ◽

Haikun Liu ◽

Xiaofei Liao ◽

Hai Jin ◽

Yu Zhang

Keyword(s):

Graph Processing ◽

Hybrid Memory ◽

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Straggler-Aware Parallel Graph Processing in Hybrid Memory Systems

2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid) ◽

10.1109/ccgrid51090.2021.00031 ◽

2021 ◽

Author(s):

Wei Liu ◽

Haikun Liu ◽

Xiaofei Liao ◽

Hai Jin ◽

Yu Zhang

Keyword(s):

Memory Systems ◽

Graph Processing ◽

Hybrid Memory ◽

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Session details: Graph Processing

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '19 ◽

10.1145/3324108 ◽

2019 ◽

Author(s):

Nathan Beckmann

Keyword(s):

Graph Processing

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Performance characterization of a DRAM-NVM hybrid memory architecture for HPC applications using intel optane DC persistent memory modules

Proceedings of the International Symposium on Memory Systems - MEMSYS '19 ◽

10.1145/3357526.3357541 ◽

2019 ◽

Author(s):

Onkar Patil ◽

Latchesar Ionkov ◽

Jason Lee ◽

Frank Mueller ◽

Michael Lang

Keyword(s):

Memory Architecture ◽

Performance Characterization ◽

Hybrid Memory ◽

Persistent Memory ◽

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Structure Preserved Graph Reordering for Fast Graph Processing Without the Pain

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc-smartcity-dss50907.2020.00007 ◽

2020 ◽

Author(s):

Baofu Huang ◽

Zhidan Liu ◽

Kaishun Wu

Keyword(s):

Graph Processing

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The Analysis of Inter-Process Interference on a Hybrid Memory System

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region Workshops ◽

10.1145/3373271.3373272 ◽

2020 ◽

Author(s):

Satoshi Imamura ◽

Eiji Yoshida

Keyword(s):

Memory System ◽

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Symbiotic HW Cache and SW DTLB Prefetching for DRAM/NVM Hybrid Memory

2020 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) ◽

10.1109/mascots50786.2020.9285963 ◽

2020 ◽

Author(s):

Onkar Patil ◽

Frank Mueller ◽

Latchesar Ionkov ◽

Jason Lee ◽

Michael Lang

Keyword(s):

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DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing

2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) ◽

10.1109/hpca51647.2021.00039 ◽

2021 ◽

Author(s):

Yu Zhang ◽

Xiaofei Liao ◽

Hai Jin ◽

Ligang He ◽

Bingsheng He ◽

...

Keyword(s):

Graph Processing

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A FPGA based intra-parallel architecture for PageRank graph processing

2020 IEEE International Conference on Edge Computing (EDGE) ◽

10.1109/edge50951.2020.00012 ◽

2020 ◽

Author(s):

Mei Guoqiang ◽

Hao Rui ◽

Wang Jiangwei ◽

Kan Hongwei ◽

Li Rengang

Keyword(s):

Parallel Architecture ◽

Graph Processing

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