Ascetic: Enhancing Cross-Iterations Data Efficiency in Out-of-Memory Graph Processing on GPUs

Mapping Intimacies ◽

10.1145/3472456.3472457 ◽

2021 ◽

Author(s):

Ruiqi Tang ◽

Ziyi Zhao ◽

Kailun Wang ◽

Xiaoli Gong ◽

Jin Zhang ◽

...

Keyword(s):

Graph Processing ◽

Data Efficiency

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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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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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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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Enhanced data efficiency using deep neural networks and Gaussian processes for aerodynamic design optimization

Aerospace Science and Technology ◽

10.1016/j.ast.2021.106522 ◽

2021 ◽

Vol 111 ◽

pp. 106522

Author(s):

S. Ashwin Renganathan ◽

Romit Maulik ◽

Jai Ahuja

Keyword(s):

Neural Networks ◽

Design Optimization ◽

Gaussian Processes ◽

Deep Neural Networks ◽

Aerodynamic Design ◽

Aerodynamic Design Optimization ◽

Data Efficiency

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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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LightNE: A Lightweight Graph Processing System for Network Embedding

Proceedings of the 2021 International Conference on Management of Data ◽

10.1145/3448016.3457329 ◽

2021 ◽

Author(s):

Jiezhong Qiu ◽

Laxman Dhulipala ◽

Jie Tang ◽

Richard Peng ◽

Chi Wang

Keyword(s):

Processing System ◽

Graph Processing ◽

Network Embedding

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Grade10: A Framework for Performance Characterization of Distributed Graph Processing

2020 IEEE International Conference on Cluster Computing (CLUSTER) ◽

10.1109/cluster49012.2020.00016 ◽

2020 ◽

Author(s):

Tim Hegeman ◽

Animesh Trivedi ◽

Alexandru Iosup

Keyword(s):

Graph Processing ◽

Performance Characterization

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Large-Scale Stream Graph Processing

Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems - DEBS '17 ◽

10.1145/3093742.3093907 ◽

2017 ◽

Author(s):

Domagoj Margan ◽

Peter Pietzuch

Keyword(s):

Large Scale ◽

Graph Processing

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Scale Up vs. Scale Out in Cloud Storage and Graph Processing Systems

2015 IEEE International Conference on Cloud Engineering ◽

10.1109/ic2e.2015.55 ◽

2015 ◽

Author(s):

Wenting Wang ◽

Le Xu ◽

Indranil Gupta

Keyword(s):

Cloud Storage ◽

Scale Up ◽

Graph Processing

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Continual and Cost-Effective Partitioning of Dynamic Graphs for Optimizing Big Graph Processing Systems

2016 IEEE International Congress on Big Data (BigData Congress) ◽

10.1109/bigdatacongress.2016.12 ◽

2016 ◽

Author(s):

Amirreza Abdolrashidi ◽

Lakshmish Ramaswamy

Keyword(s):

Cost Effective ◽

Graph Processing ◽

Dynamic Graphs ◽

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