Abstract: Solving large number of small linear systems is increasingly becoming a bottleneck in computational science applications. While dense linear solvers for such systems have been studied before ...

Due to the large-scale spectrum of graph application, graph is a hot-point direction, worthy of taking into account for many researchers. While the graph processing is faced with the poor locality and ...

Propose a uniformed convolutional matrix-multiplication representation for accelerating CONV and FC layers on FPGA. Propose a weight-major convolutional mapping method for FC layers, which has good ...

Hamburg's Congress Center (CCH) opens its doors today to the global high-performance computing community as ISC High Performance 2026 begins its five-day run through June 26. Now in its 41st year, ISC ...