DC Field | Value | Language |
---|---|---|
dc.contributor.author | Jung, Myoungsoo | ko |
dc.contributor.author | Wilson III, Ellis H | ko |
dc.contributor.author | Choi, Wonil | ko |
dc.contributor.author | Shalf, John | ko |
dc.contributor.author | Aktulga, Hasan Metin | ko |
dc.contributor.author | Yang, Chao | ko |
dc.contributor.author | Saule, Erik | ko |
dc.contributor.author | Catalyurek, Umit V | ko |
dc.contributor.author | Kandemir, Mahmut | ko |
dc.date.accessioned | 2019-12-13T13:28:01Z | - |
dc.date.available | 2019-12-13T13:28:01Z | - |
dc.date.created | 2019-11-28 | - |
dc.date.issued | 2013-11-17 | - |
dc.identifier.citation | 2013 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2013 | - |
dc.identifier.uri | http://hdl.handle.net/10203/269685 | - |
dc.description.abstract | Drawing parallels to the rise of general purpose graphical processing units (GPGPUs) as accelerators for specific high performance computing (HPC) workloads, there is a rise in the use of non-volatile memory (NVM) as accelerators for I/O-intensive scientific applications. However, existing works have explored use of NVM within dedicated I/O nodes, which are distant from the compute nodes that actually need such acceleration. As NVM bandwidth begins to out-pace point-to-point network capacity, we argue for the need to break from the archetype of completely separated storage. Therefore, in this work we investigate co-location of NVM and compute by varying I/O interfaces, file systems, types of NVM, and both current and future SSD architectures, uncovering numerous bottlenecks implicit in these various levels in the I/O stack. We present novel hardware and software solutions, including the new Unified File System (UFS), to enable fuller utilization of the new compute-local NVM storage. Our experimental evaluation, which employs a real-world Out-of-Core (OoC) HPC application, demonstrates throughput increases in excess of an order of magnitude over current approaches. Copyright 2013 ACM. | - |
dc.language | English | - |
dc.publisher | ACM and IEEE Computer Scoeity | - |
dc.title | Exploring the future of out-of-core computing with compute-local non-volatile memory | - |
dc.type | Conference | - |
dc.type.rims | CONF | - |
dc.citation.publicationname | 2013 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2013 | - |
dc.identifier.conferencecountry | US | - |
dc.identifier.conferencelocation | Denver, CO | - |
dc.identifier.doi | 10.1145/2503210.2503261 | - |
dc.contributor.localauthor | Jung, Myoungsoo | - |
dc.contributor.nonIdAuthor | Wilson III, Ellis H | - |
dc.contributor.nonIdAuthor | Choi, Wonil | - |
dc.contributor.nonIdAuthor | Shalf, John | - |
dc.contributor.nonIdAuthor | Aktulga, Hasan Metin | - |
dc.contributor.nonIdAuthor | Yang, Chao | - |
dc.contributor.nonIdAuthor | Saule, Erik | - |
dc.contributor.nonIdAuthor | Catalyurek, Umit V | - |
dc.contributor.nonIdAuthor | Kandemir, Mahmut | - |
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