31 citations · 79 across the 6 of their papers we have counts for
3 papers · 1 filter
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner +16
We propose GraphMineSuite (GMS): the first benchmarking suite for graph mining that facilitates evaluating and constructing high-performance graph mining algorithms. First, GMS com…
Runtime vs Scheduler: Analyzing Dask's Overheads
Stanislav Böhm, Jakub Beránek
Dask is a distributed task framework which is commonly used by data scientists to parallelize Python code on computing clusters with little programming effort. It uses a sophistica…
Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware
Tiziano De Matteis, Johannes de Fine Licht, Jakub Beránek +1
Distributed memory programming is the established paradigm used in high-performance computing (HPC) systems, requiring explicit communication between nodes and devices. When FPGAs…