CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms
Sign Up to like & getrecommendations! Published in 2026 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2025.3624289
Abstract: Direction optimization determines whether to use Sparse Matrix-Sparse Vector Multiplication (SpMSpV) or Sparse Matrix-Dense Vector Multiplication (SpMV) based on the input vector’s sparsity at each iteration of Breadth-First Search (BFS), aiming to achieve the fastest… read more here.
Keywords: bold underline; heterogeneous platforms; adaptive framework; bfs ... See more keywords
PRUNE: Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2773424
Abstract: The majority of contemporary mobile devices and personal computers are based on heterogeneous computing platforms that consist of a number of CPU cores and one or more graphics processing units (GPUs). Despite the high volume… read more here.
Keywords: decidable dataflow; processing; dynamic decidable; heterogeneous platforms ... See more keywords