Accelerating SpMV on FPGAs by Compressing Nonzero Values

Author:

Grigoras Paul,Burovskiy Pavel,Hung Eddie,Luk Wayne

Publisher

IEEE

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SPADES: A 0.54-GFLOPS/W Sparse Matrix Vector Multiplication Accelerator Featuring On-the-Fly GZIP Decompression for 3.36X Reduction in Off-Chip Data Movement;Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design;2024-08-05

2. HiSpMV: Hybrid Row Distribution and Vector Buffering for Imbalanced SpMV Acceleration on FPGAs;Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays;2024-04

3. Open-Source SpMV Multiplication Hardware Accelerator for FPGA-Based HPC Systems;Lecture Notes in Computer Science;2024

4. Adaptive Lossy Data Compression Extended Architecture for Memory Bandwidth Conservation in SpMV;IEICE Transactions on Information and Systems;2023-12-01

5. Feature-based SpMV Performance Analysis on Contemporary Devices;2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2023-05

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