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pro vyhledávání: '"Davis, Philip E."'
Autor:
Eisenhauer, Greg, Podhorszki, Norbert, Gainaru, Ana, Klasky, Scott, Davis, Philip E., Parashar, Manish, Wolf, Matthew, Suchtya, Eric, Fredj, Erick, Bolea, Vicente, Pöschel, Franz, Steiniger, Klaus, Bussmann, Michael, Pausch, Richard, Chandrasekaran, Sunita
The "IO Wall" problem, in which the gap between computation rate and data access rate grows continuously, poses significant problems to scientific workflows which have traditionally relied upon using the filesystem for intermediate storage between wo
Externí odkaz:
http://arxiv.org/abs/2410.00178
In this survey, we discuss the challenges of executing scientific workflows as well as existing Machine Learning (ML) techniques to alleviate those challenges. We provide the context and motivation for applying ML to each step of the execution of the
Externí odkaz:
http://arxiv.org/abs/2110.13999
Graph embedding techniques have attracted growing interest since they convert the graph data into continuous and low-dimensional space. Effective graph analytic provides users a deeper understanding of what is behind the data and thus can benefit a v
Externí odkaz:
http://arxiv.org/abs/2110.06991
Autor:
Poeschel, Franz, E, Juncheng, Godoy, William F., Podhorszki, Norbert, Klasky, Scott, Eisenhauer, Greg, Davis, Philip E., Wan, Lipeng, Gainaru, Ana, Gu, Junmin, Koller, Fabian, Widera, René, Bussmann, Michael, Huebl, Axel
This paper aims to create a transition path from file-based IO to streaming-based workflows for scientific applications in an HPC environment. By using the openPMP-api, traditional workflows limited by filesystem bottlenecks can be overcome and flexi
Externí odkaz:
http://arxiv.org/abs/2107.06108
Publikováno v:
In Future Generation Computer Systems May 2023 142:75-89
Emerging non-volatile memory technologies (NVRAM) offer alternatives to hard drives that are persistent, while providing similar latencies to DRAM. Intel recently released the Optane drive, which features 3D XPoint memory technology. This device can
Externí odkaz:
http://arxiv.org/abs/1807.09651
Autor:
Davis, Philip E.
Publikováno v:
Mark Twain Journal, 2013 Apr 01. 51(1/2), 50-65.
Externí odkaz:
https://www.jstor.org/stable/23645322
Akademický článek
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Autor:
Suchyta, Eric, Klasky, Scott, Podhorszki, Norbert, Wolf, Matthew, Adesoji, Abolaji, Chang, CS, Choi, Jong, Davis, Philip E, Dominski, Julien, Ethier, Stéphane, Foster, Ian, Germaschewski, Kai, Geveci, Berk, Harris, Chris, Huck, Kevin A, Liu, Qing, Logan, Jeremy, Mehta, Kshitij, Merlo, Gabriele, Moore, Shirley V
Publikováno v:
International Journal of High Performance Computing Applications; Jan2022, Vol. 36 Issue 1, p106-128, 23p