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Gunrock: A High-Performance Graph Processing Library on the GPU

22 January 2015

Papers citing "Gunrock: A High-Performance Graph Processing Library on the GPU"

50 / 81 papers shown

Title
SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices Ruslan Svirschevski Avner May Zhuoming Chen Beidi Chen Zhihao Jia Max Ryabinin 128 21 0 04 Jun 2024
Efficient GPU Implementation of Static and Incrementally Expanding DF-P PageRank for Dynamic Graphs Subhajit Sahu 63 0 0 12 Apr 2024
GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU Zhongming Yu Genghan Zhang Hanxian Huang Xin Chen Jishen Zhao GNN 78 0 0 03 Apr 2024
Engineering A Workload-balanced Push-Relabel Algorithm for Massive Graphs on GPUs Chou-Ying Hsieh Po-Chieh Lin Sy-Yen Kuo 34 0 0 30 Mar 2024
Accelerating Biclique Counting on GPU Linshan Qiu Zhonggen Li Xiangyu Ke Lu Chen Yunjun Gao 41 0 0 12 Mar 2024
PICO: Accelerating All k-Core Paradigms on GPU Chen Zhao Ting Yu Zhigao Zheng Song Jin Yuanyuan Zhu Bo Du Dacheng Tao 15 1 0 23 Feb 2024
Code Generation for a Variety of Accelerators for a Graph DSL Ashwina Kumar M. V. Krishna Prasanna Bartakke Rahul Kumar Rajesh Pandian Muniasamy Nibedita Behera R. Nasre GNN 19 0 0 04 Jan 2024
Tascade: Hardware Support for Atomic-free, Asynchronous and Efficient Reduction Trees Marcelo Orenes-Vera Esin Tureci D. Wentzlaff M. Martonosi 37 2 0 27 Nov 2023
Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems Reece Neff Mostafa Eghbali Zarch Marco Minutoli M. Halappanavar Antonino Tumeo Anantharaman Kalyanaraman Michela Becchi 39 0 0 16 Nov 2023
Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design Shuwen Lu Zhihui Zhang Cong Guo Jingwen Leng Yangjie Zhou Minyi Guo GNN 44 1 0 16 Aug 2023
Bridging Control-Centric and Data-Centric Optimization Tal Ben-Nun Berke Ates A. Calotoiu Torsten Hoefler 90 7 0 01 Jun 2023
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs Yangjie Zhou Yaoxu Song Jingwen Leng Zihan Liu Weihao Cui Zhendong Zhang Cong Guo Quan Chen Li-Wei Li Minyi Guo GNN 77 2 0 27 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 96 29 0 23 May 2023
StarPlat: A Versatile DSL for Graph Analytics Nibedita Behera Ashwina Kumar T. EbenezerRajadurai Sai Nitish Rajesh Pandian Muniasamy R. Nasre 53 1 0 05 May 2023
Massive Data-Centric Parallelism in the Chiplet Era Marcelo Orenes-Vera Esin Tureci D. Wentzlaff M. Martonosi 53 6 0 19 Apr 2023
Optimization of SpGEMM with Risc-V vector instructions Valentin Le Fèvre Marc Casas 55 0 0 04 Mar 2023
Analyzing the Traffic of MANETs using Graph Neural Networks Taha Tekdogan GNN 40 2 0 17 Dec 2022
gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs Taha Tekdogan Serkan Göktas Ayse Yilmazer-Metin 46 0 0 20 Oct 2022
PGAbB: A Block-Based Graph Processing Framework for Heterogeneous Platforms Abdurrahman Yasar S. Rajamanickam Jonathan W. Berry Ümit V. Çatalyürek 43 2 0 09 Sep 2022
HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management Qiange Wang Xin Ai Yanfeng Zhang Jing Chen Ge Yu 22 6 0 31 Aug 2022
DAWN: Matrix Operation-Optimized Algorithm for Shortest Paths Problem on Unweighted Graphs Ye Feng Huaixi Wang Yi Zhu Chao Chang Hongyi Lu Qing Liu 56 2 0 09 Aug 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 111 57 0 19 May 2022
Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUs Shaoxian Xu Zhiyuan Shao Ci-Syuan Yang Xiaofei Liao Hai Jin GNN 50 1 0 06 Apr 2022
GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing Kai Zou Xike Xie Qi Li Deyu Kong 16 3 0 24 Mar 2022
Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism Zhen Peng Minjia Zhang Kai Li R. Jin Bin Ren 81 2 0 31 Jan 2022
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU Jou-An Chen Hsin-Hsuan Sung Xipeng Shen Nathan R. Tallent Kevin J. Barker Ang Li GNN 55 5 0 21 Jan 2022
Lifting C Semantics for Dataflow Optimization A. Calotoiu Tal Ben-Nun Grzegorz Kwa'sniewski Johannes de Fine Licht Timo Schneider Philipp Schaad Torsten Hoefler 55 6 0 22 Dec 2021
SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation Atefeh Sohrabizadeh Yuze Chi Jason Cong GNN 58 1 0 10 Nov 2021
A readahead prefetcher for GPU file system layer Vasilis Dimitsas M. Silberstein 22 1 0 11 Sep 2021
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 87 572 0 21 Jun 2021
Efficient Stepping Algorithms and Implementations for Parallel Shortest Paths Xiaojun Dong Yan Gu Yihan Sun Yunming Zhang 67 33 0 13 May 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 97 11 0 21 Apr 2021
ButterFly BFS -- An Efficient Communication Pattern for Multi Node Traversals Oded Green GNN 16 2 0 25 Mar 2021
SlimSell: A Vectorizable Graph Representation for Breadth-First Search Maciej Besta Florian Marending Edgar Solomonik Torsten Hoefler 109 64 0 19 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 148 230 0 30 Sep 2020
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs Santosh Pandey Lingda Li A. Hoisie Xin Li Hang Liu 60 62 0 18 Sep 2020
Accelerating Graph Sampling for Graph Machine Learning using GPUs Abhinav Jangda Sandeep Polisetty Arjun Guha Marco Serafini GNN 64 79 0 14 Sep 2020
Exploring the Design Space of Static and Incremental Graph Connectivity Algorithms on GPUs Changwan Hong Laxman Dhulipala Julian Shun 3DV GNN 58 13 0 26 Aug 2020
FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems Yuwei Hu Zihao Ye Minjie Wang Jiali Yu Da Zheng Mu Li Zheng Zhang Zhiru Zhang Yida Wang GNN 114 81 0 26 Aug 2020
Simulating Crowds and Autonomous Vehicles John Charlton L. R. Gonzalez S. Maddock P. Richmond 8 0 0 25 Aug 2020
ConnectIt: A Framework for Static and Incremental Parallel Graph Connectivity Algorithms Laxman Dhulipala Changwan Hong Julian Shun GNN 70 36 0 10 Aug 2020
EZLDA: Efficient and Scalable LDA on GPUs Shilong Wang Hang Liu Anil Gaihre Hengyong Yu 34 1 0 17 Jul 2020
GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks Guyue Huang Guohao Dai Yu Wang Huazhong Yang GNN 68 123 0 07 Jul 2020
GSoFa: Scalable Sparse Symbolic LU Factorization on GPUs Anil Gaihre Xin Li Hang Liu 32 6 0 02 Jul 2020
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs S. Min Vikram Sharma Mailthody Zaid Qureshi Jinjun Xiong Eiman Ebrahimi Wen-mei W. Hwu 61 46 0 12 Jun 2020
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs Yuke Wang Boyuan Feng Gushu Li Shuangchen Li Lei Deng Yuan Xie Yufei Ding GNN 134 125 0 11 Jun 2020
What Kind of Programming Language Best Suits Integrative AGI? B. Goertzel 18 1 0 11 Apr 2020
Characterizing and Understanding GCNs on GPU Yurui Lai Zhaodong Chen Lei Deng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie BDL GNN 69 64 0 28 Jan 2020
HyGCN: A GCN Accelerator with Hybrid Architecture Yurui Lai Lei Deng Xing Hu Ling Liang Yujing Feng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie GNN 110 296 0 07 Jan 2020
An Adaptive Load Balancer For Graph Analytical Applications on GPUs Vishwesh Jatala Loc Hoang Roshan Dathathri G. Gill V. K. Nandivada K. Pingali 15 2 0 20 Nov 2019