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What is FPGA-Optimized Top-K Eigenproblem Solver about?

This document proposes a hardware-optimized algorithm for solving large-scale top-K graph eigenproblems on FPGA accelerators. The algorithm combines the Lanczos algorithm with the Jacobi algorithm in a two-step approach. It first uses Lanczos to reduce the problem size, exploiting FPGA

Author

Tiancheng

Language

EN