Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Kacper Janda"'
Autor:
Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tětek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michał Podstawski, Grzegorz Kwaśniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler
Publikováno v:
Besta, M, Miglioli, C, Labini, P S, Tetek, J, Iff, P, Kanakagiri, R, Ashkboos, S, Janda, K, Podstawski, M, Kwasniewski, G, Gleinig, N, Vella, F, Mutlu, O & Hoefler, T 2022, ProbGraph : High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations . in Proceedings of SC 2022 : International Conference for High Performance Computing, Networking, Storage and Analysis . IEEE, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, vol. 2022-November, pp. 1-17, 2022 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2022, Dallas, United States, 13/11/2022 . https://doi.org/10.1109/SC41404.2022.00048
Important graph mining problems such as Clustering are computationally demanding. To significantly accelerate these problems, we propose ProbGraph: a graph representation that enables simple and fast approximate parallel graph mining with strong theo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::53505069ab1f212588a4bd5c730f6566
Autor:
Lukas Gianinazzi, Kacper Janda, Maciej Besta, Zur Vonarburg-Shmaria, Torsten Hoefler, Armon Carigiet
Publikováno v:
SC20: International Conference for High Performance Computing, Networking, Storage and Analysis
SC
SC
We develop the first parallel graph coloring heuristics with strong theoretical guarantees on work and depth and coloring quality. The key idea is to design a relaxation of the vertex degeneracy order, a well-known graph theory concept, and to color
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aae8fbf9a0d154f7171919c3bef18618