A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA

Alberto Parravicini, Francesco Sgherzi, Marco D. Santambrogio

Sparse matrix-vector multiplication is often employed in many data-analytic workloads in which low latency and high throughput are more valuable than exact numerical convergence. F…