Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3067731
Abstract: There is a widening gap between GPU and other components (CPU, PCIe bus and communication network) in heterogeneous parallel system. The gap forces us to orchestrate cooperative execution among these components much more carefully than… read more here.
Keywords: algorithm large; cpu gpu; linpack; large scale ... See more keywords
POFCM: A Parallel Fuzzy Clustering Algorithm for Large Datasets
Sign Up to like & getrecommendations! Published in 2023 at "Mathematics"
DOI: 10.3390/math11081920
Abstract: Clustering algorithms have proven to be a useful tool to extract knowledge and support decision making by processing large volumes of data. Hard and fuzzy clustering algorithms have been used successfully to identify patterns and… read more here.
Keywords: algorithm large; fuzzy; clustering algorithm; large datasets ... See more keywords