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Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

International Conference on High Performance Computing (HiPC), 2022

17 June 2022

Viktor Prasanna

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Papers citing "Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform"

6 / 6 papers shown

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Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles Reek Majumder G. Comert David Werth Adrian Gale M. Chowdhury M. Salek 221 2 0 03 Dec 2024
MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks TrainingInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023 Hongwu Peng Xi Xie Kaustubh Shivdikar Md Amit Hasan Jiahui Zhao Shaoyi Huang Omer Khan David Kaeli Caiwen Ding 277 41 0 14 Dec 2023
Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference AccelerationInternational Conference on Field-Programmable Logic and Applications (FPL), 2023 Paul Chen Pavan Manjunath Sasindu Wijeratne Bingyi Zhang Viktor Prasanna GNN 196 11 0 04 Aug 2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC DeploymentACM Transactions on Embedded Computing Systems (TECS), 2023 Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 204 14 0 16 Jul 2023
GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN InferenceIEEE Transactions on Parallel and Distributed Systems (TPDS), 2023 Bingyi Zhang Hanqing Zeng Viktor Prasanna GNN 236 27 0 02 Feb 2023
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPUIEEE International Symposium on Workload Characterization (IISWC), 2022 Han-Chen Chen Yahya Alhinai Yihan Jiang Eunjee Na Cong Hao GNN AI4CE 209 6 0 08 Oct 2022