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05/31/2023
A Survey of Potential MPI Complex Collectives: Large-Scale Mining and Analysis of HPC Applications
Offload of MPI collectives to network devices, e.g., NICs and switches, ...
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06/28/2022
H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture
Graph Neural Networks (GNNs) have drawn tremendous attention due to thei...
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04/11/2022
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework
Performance of distributed data center applications can be improved thro...
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09/26/2020
An OpenCL 3D FFT for Molecular Dynamics Distributed Across Multiple FPGAs
3D FFTs are used to accelerate MD electrostatic forces computations but ...
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07/02/2020
Secret Sharing MPC on FPGAs in the Datacenter
Multi-Party Computation (MPC) is a technique enabling data from several ...
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05/11/2020
CSB-RNN: A Faster-than-Realtime RNN Acceleration Framework with Compressed Structured Blocks
Recurrent neural networks (RNNs) have been widely adopted in temporal se...
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08/23/2019
UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing
The recent development of deep learning has mostly been focusing on Eucl...
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01/04/2019