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High-Performance Energy-Efficient Multicore Embedded Computing

A. Munir, S. Ranka, A. Gordon-Ross
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ll6bfs5o6bahfinh3u5z2cnyoy" style="color: black;">IEEE Transactions on Parallel and Distributed Systems</a> </i> &nbsp;
Embedded systems differ from traditional high-performance supercomputers in that power is a first-order constraint for embedded systems; whereas, performance is the major benchmark for supercomputers.  ...  Finally, we present design challenges and future research directions for HPEEC system development.  ...  ACKNOWLEDGMENTS This work was supported by the Natural Sciences and Engineering Research Council of Canada (NSERC) and the US National Science Foundation (NSF) (CNS-0953447 and CNS-0905308).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpds.2011.214">doi:10.1109/tpds.2011.214</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vagqmojdsjevvc2u2ewqrcjjpq">fatcat:vagqmojdsjevvc2u2ewqrcjjpq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829024706/http://www.ann.ece.ufl.edu/pubs_and_talks/TPDS12_munir_hp-mc-embedded-computing.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7a/9d/7a9d9ec1ff37c0b582450d11c097638bea607482.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpds.2011.214"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

High Performance Computing Meets Databases

Gordon Haff
<span title="">2006</span> <i title="ICHB PAS Poznan Supercomputing and Networking Center"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dewmvrcha5cavbegkth5e6cuye" style="color: black;">Computational Methods in Science and Technology</a> </i> &nbsp;
IBM's POWER5 designs take a different approach; they deploy much larger caches, but then must locate them on a separate die, which entails longer access times.  ...  An SGI customer is experimenting with RASC 17 for database acceleration, and the company plans an Altix Information Management "appliance" that will use RASC to accelerate database queries and data ingestion  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12921/cmst.2006.si.01.71-74">doi:10.12921/cmst.2006.si.01.71-74</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7rojoerqcnhblejt3cbix53zjy">fatcat:7rojoerqcnhblejt3cbix53zjy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811214845/http://cmst.eu/wp-content/uploads/files/10.12921_cmst.2006.SI_.01.71-74_Haff.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c2/40/c2409964f39502453912cb7df2bd365b4d265993.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12921/cmst.2006.si.01.71-74"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

GrayWulf: Scalable Clustered Architecture for Data Intensive Computing

Alexander S. Szalay, Gordon Bell, Jan vandenBerg, Alainna Wonders, Randal C. Burns, Dan Fay, Jim Heasley, Tony Hey, María A. Nieto-Santisteban, Ani Thakar, Catharine van Ingen, Richard Wilton
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zlnwsi4sefbkvlcgv2zcupjqum" style="color: black;">2009 42nd Hawaii International Conference on System Sciences</a> </i> &nbsp;
CPU speeds have surpassed IO capabilities of both commodity clusters and traditional supercomputers.  ...  Data intensive computing presents novel challenges for traditional computing architectures that have focused on FLOPS.  ...  Financial support for the GrayWulf cluster hardware was provided by the Gordon and Betty Moore Foundation, Microsoft Research and the Pan-STARRS project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2009.234">doi:10.1109/hicss.2009.234</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hicss/SzalayBvWBFHHNTIW09.html">dblp:conf/hicss/SzalayBvWBFHHNTIW09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uff3uxfsfvhblmdj6jbqtyeudq">fatcat:uff3uxfsfvhblmdj6jbqtyeudq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809041618/http://www.sdss.jhu.edu/~szalay/papers/GrayWulf-SC08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/27/3e/273e1452eacd1caca5245636a00d330de4b91543.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2009.234"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Large Scale Science on NSF's Frontera System

John West, Paul Navratil, Maytal Dahan, Matthew Vaughn
<span title="2021-05-01">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4hwwgwyqabardl76zzbexzcmhu" style="color: black;">Computing in science &amp; engineering (Print)</a> </i> &nbsp;
Frontera provides a uniquely balanced set of capabilities that support both capability and capacity simulation, data-intensive science, visualization, and data analysis, as well as emerging applications  ...  Large supercomputing users find a familiar programming model and tools in a system that serves as a bridge to future exascale systems that will have many more cores and deeper memory hierarchies.  ...  He is a molecular biologist and technologist with more than 15 years' experience leading complex projects to design and deploy powerful collaborative platforms for research computing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcse.2021.3070962">doi:10.1109/mcse.2021.3070962</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/adgiktgm5vgtjfspsscov2sfwa">fatcat:adgiktgm5vgtjfspsscov2sfwa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718004337/https://ieeexplore.ieee.org/ielx7/5992/9459454/09459456.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/d2/0ed2d09a42342409e968232f75fdd774bc29e0d7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcse.2021.3070962"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Maximizing Performance under a Power Constraint on Modern Multicore Systems

Vaibhav Sundriyal, Masha Sosonkina, Bryce Westheimer, Mark S. Gordon
<span title="">2019</span> <i title="Scientific Research Publishing, Inc,"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3knnadznr5bfriv5arevcxfm7m" style="color: black;">Journal of Computer and Communications</a> </i> &nbsp;
Energy efficiency and energy-proportional computing have become a central focus in modern supercomputers.  ...  Experiments on a 20-core Haswell-EP platform for a real-world parallel application GAMESS demonstrate that the proposed strategy delivers performance within 4% of the best possible performance for as much  ...  Introduction Power consumption has become a major concern for modern and future supercomputers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/jcc.2019.77021">doi:10.4236/jcc.2019.77021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/up3c5vt7nnemposyt7gpjwpdpm">fatcat:up3c5vt7nnemposyt7gpjwpdpm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200214193657/https://www.scirp.org/pdf/JCC_2019072615070471.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/94/b19498b833742a975af69f690d206fa755b040d3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/jcc.2019.77021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Complex Distributed Systems: The Need for Fresh Perspectives

Gordon Blair
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s77bfh66ena2znlnuhuruo464a" style="color: black;">2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS)</a> </i> &nbsp;
The end result is that middleware is no longer sure of its form or purpose and this lack of a viable approach is a huge barrier to the emergence of areas such as smart cities and emergency response systems  ...  The core contribution of the paper is a set of fresh perspectives, which lead us in turn to novel principles and patterns for middleware and subsequently to new styles of platform.  ...  A. Emergent Middleware Middleware is generally considered as a technology that is designed in advance and then deployed as a fixed entity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2018.00142">doi:10.1109/icdcs.2018.00142</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icdcs/Blair18.html">dblp:conf/icdcs/Blair18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wzaomq66erehxojl3d5mwhu77e">fatcat:wzaomq66erehxojl3d5mwhu77e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505131937/https://eprints.lancs.ac.uk/id/eprint/124428/1/ICDCS_Blue_Skies_Paper_formatted_Blair_camera_ready_.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/75/47750d65b094fed51ea733b07269fdc6b2d2363a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2018.00142"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Research on Distributed File System Framework Based on Solid State Drive

Pengfei Wang, Guangming Liu, Jie Yu
<span title="2018-01-10">2018</span> <i title="DEStech Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/52spf3of4jbu5da2xrhvubclcy" style="color: black;">DEStech Transactions on Computer Science and Engineering</a> </i> &nbsp;
As the computing power of high performance computing (HPC) systems is developing to exascale, and Big data application tends to be I/O intensive, the storage system is facing high I / O traffic.  ...  In this paper, we designed DSFS, a user-level distributed file system based on SSD.  ...  The Gordon Supercomputer at the San Diego Supercomputing Center uses 300TB flash to take place of traditional HDDs to provide high-performance support for data-intensive applications [5] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12783/dtcse/csae2017/17496">doi:10.12783/dtcse/csae2017/17496</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uarcgevddzdsfdtht6emnnhsuu">fatcat:uarcgevddzdsfdtht6emnnhsuu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427054114/http://dpi-proceedings.com/index.php/dtcse/article/download/17496/17003" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/4e/324e066cb5af0e676e7ebe1aefd6144423ff65dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12783/dtcse/csae2017/17496"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Harvesting the Aggregate Computing Power of Commodity Computers for Supercomputing Applications

Dereje Regassa, Heonyoung Yeom, Yongseok Son
<span title="2022-05-19">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Using flexible commodity cluster computers for supercomputing workloads over a dedicated supercomputer and expensive high-performance computing (HPC) infrastructure is cost-effective.  ...  using Hadoop and Spark-based HPC clusters, primarily for data-intensive jobs and Torque-based clusters for Multiple Instruction Multiple Data (MIMD) workloads.  ...  High-Performance Data Analytics Cluster The low-cost, distributed, and data-intensive cluster, known as the HPDA cluster, has been set up in the designated laboratory.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12105113">doi:10.3390/app12105113</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/42km36vbeve23plh5e4seiw2tq">fatcat:42km36vbeve23plh5e4seiw2tq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220524024716/https://mdpi-res.com/d_attachment/applsci/applsci-12-05113/article_deploy/applsci-12-05113.pdf?version=1652948120" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3b/e3/3be3cc191f8aac7e656f7f0dd0e5776819c54b70.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12105113"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Finding Our Way in the Dark Proteome

Asmit Bhowmick, David H. Brookes, Shane R. Yost, H. Jane Dyson, Julie D. Forman-Kay, Daniel Gunter, Martin Head-Gordon, Gregory L. Hura, Vijay S. Pande, David E. Wemmer, Peter E. Wright, Teresa Head-Gordon
<span title="2016-07-19">2016</span> <i title="American Chemical Society (ACS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/czzozsmlgreapacsfn45462e54" style="color: black;">Journal of the American Chemical Society</a> </i> &nbsp;
in complexes retaining significant disorder requires an unprecedented level of integration of multiple and complementary solution-based experiments that are analyzed with state-of-the art molecular simulation  ...  However, approximately one-third of the human proteome is comprised of intrinsically disordered proteins and regions (IDPs/IDRs) that do not adopt a dominant well-folded structure, and therefore remain  ...  The computational beamline workflows will enable automated and systematic collection of the results of the calculations into a central data repository, and a second type of "data-intensive" workflow will  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/jacs.6b06543">doi:10.1021/jacs.6b06543</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27387657">pmid:27387657</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5051545/">pmcid:PMC5051545</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pftvhmad3reibkzsoieejmhyoi">fatcat:pftvhmad3reibkzsoieejmhyoi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723001325/https://cloudfront.escholarship.org/dist/prd/content/qt9r88p4rm/qt9r88p4rm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/97/21/97217081357dfd2a732f0c75fcd7ca46aa8706f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/jacs.6b06543"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acs.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5051545" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Perspectives on cloud computing: interviews with five leading scientists from the cloud community

Gordon Blair, Fabio Kon, Walfredo Cirne, Dejan Milojicic, Raghu Ramakrishnan, Dan Reed, Dilma Silva
<span title="2011-06-03">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bb6biifh2vgodnm4pohs33dggi" style="color: black;">Journal of Internet Services and Applications</a> </i> &nbsp;
will alleviate this limitation. • Data-intensive computing-the new types of unstructured data will require new types of services analyzing and managing these vast amounts of data that will be increasingly  ...  Massive-scale data centers are built from components which can fail and when deployed in such large numbers, failure is constant.  ...  His work in database systems, with a focus on data mining, query optimization, and web-scale data management, has influenced query optimization in commercial database systems and the design of window functions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13174-011-0023-1">doi:10.1007/s13174-011-0023-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b724romyujhh3djzx52gfyswpe">fatcat:b724romyujhh3djzx52gfyswpe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171008221106/http://publisher-connector.core.ac.uk/resourcesync/data/Springer-OA/pdf/0e9/aHR0cDovL2xpbmsuc3ByaW5nZXIuY29tLzEwLjEwMDcvczEzMTc0LTAxMS0wMDIzLTEucGRm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/3f/fb3f1344a18ec027619ebc4cc33a8549797dfd84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13174-011-0023-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Support for the Calculation of Stent Fatigue Fracture in Peripheral Arteries [article]

Nigel J. B. McFarlane, Hui Wei, Youbing Zhao, Gordon J. Clapworthy, Debora Testi, Alessandro Chiarini
<span title="">2013</span> <i title="The Eurographics Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/imlf3faddjaydjb77tymvtkapy" style="color: black;">Computer Graphics and Visual Computing</a> </i> &nbsp;
Vascular stenting is a medical intervention in which a wire mesh tube is inserted into an artery or vein to provide internal support.  ...  This is a safe and common procedure, but stents are now increasingly being deployed in peripheral locations, such as the femoral artery, as part of a procedure called Peripheral Vascular Angioplasty (PVA  ...  This paper describes the design of the software system supporting the project and the form of the results to be produced; RT3S considers only self-expanding stents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/localchapterevents.tpcg.tpcg13.093-100">doi:10.2312/localchapterevents.tpcg.tpcg13.093-100</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/tpcg/McFarlaneWZCTC13.html">dblp:conf/tpcg/McFarlaneWZCTC13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rlgs7tlsfg7lkb7vrlwftfuhi">fatcat:2rlgs7tlsfg7lkb7vrlwftfuhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220117180145/https://diglib.eg.org/xmlui/bitstream/handle/10.2312/LocalChapterEvents.TPCG.TPCG13.093-100/093-100.pdf;jsessionid=F24C6F7F9E6D469614EC0DF236561984?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0d/12/0d1215416729c35f604c0ba2606e47508b1d1eff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/localchapterevents.tpcg.tpcg13.093-100"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Green Queue: Customized Large-Scale Clock Frequency Scaling

Ananta Tiwari, Michael Laurenzano, Joshua Peraza, Laura Carrington, Allan Snavely
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d5uekw4lufgyhewzxpgsgi3iw4" style="color: black;">2012 Second International Conference on Cloud and Green Computing</a> </i> &nbsp;
We investigate these techniques on a set of large scientific applications on 1024 cores of Gordon, an Intel Sandybridgebased supercomputer at the San Diego Supercomputer Center.  ...  Green Queue supports making CPU clock frequency changes in response to intra-node and internode observations about application behavior.  ...  grant: OCI #0910847, Gordon: A Data Intensive Supercomputer.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cgc.2012.62">doi:10.1109/cgc.2012.62</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cgc/TiwariLPCS12.html">dblp:conf/cgc/TiwariLPCS12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ofcudppvbjcrjc5xh3ebbeqkky">fatcat:ofcudppvbjcrjc5xh3ebbeqkky</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705165152/http://cseweb.ucsd.edu/~mlaurenzano/papers/tiwari2012green.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/dd/76dd3d38e1b0d35cde9fe2287a56cb48fda77a60.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cgc.2012.62"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Dangers of Bayesian Model Averaging under Covariate Shift [article]

Pavel Izmailov, Patrick Nicholson, Sanae Lotfi, Andrew Gordon Wilson
<span title="2021-12-06">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Approximate Bayesian inference for neural networks is considered a robust alternative to standard training, often providing good performance on out-of-distribution data.  ...  We explain this surprising result, showing how a Bayesian model average can in fact be problematic under covariate shift, particularly in cases where linear dependencies in the input features cause a lack  ...  Due to the intense computational requirements of HMC, our experiments are limited to smaller models and datasets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.11905v2">arXiv:2106.11905v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w6ttxplzyfbprldlhmv6vih6km">fatcat:w6ttxplzyfbprldlhmv6vih6km</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211208164127/https://arxiv.org/pdf/2106.11905v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/13/70134eb7cf302d1a2c5e9ff98c21b54e04868fea.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.11905v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Pilot-Abstraction: A Valid Abstraction for Data-Intensive Applications on HPC, Hadoop and Cloud Infrastructures? [article]

Andre Luckow, Pradeep Mantha, Shantenu Jha
<span title="2015-01-21">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
HPC environments have traditionally been designed to meet the compute demand of scientific applications and data has only been a second order concern.  ...  Further, in-memory capabilities have been deployed to enhance the performance of large-scale data analytics (e.g. iterative algorithms) for which the ability to re-use data across iterations is critical  ...  (iv) Finally, we validate the proposed abstractions and tools on XSEDE using Stampede and Gordon (machine designed for data-intensive applications).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1501.05041v1">arXiv:1501.05041v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eiu3inxk7bblrcoh7orjkrimjq">fatcat:eiu3inxk7bblrcoh7orjkrimjq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929165352/https://arxiv.org/pdf/1501.05041v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ee/03/ee0359e0918cf2eae653a1382fda480b9260e023.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1501.05041v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

DASH: a Recipe for a Flash-based Data Intensive Supercomputer

Jiahua He, Arun Jagatheesan, Sandeep Gupta, Jeffrey Bennett, Allan Snavely
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zigbcra6rjdivda6lkzknwuo5q" style="color: black;">2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis</a> </i> &nbsp;
We present here an overview of the design of DASH, an analysis of its cost efficiency, then a detailed recipe for how we designed and tuned it for high data-performance, lastly show that running data-intensive  ...  To address this problem we designed and built a prototype data intensive supercomputer named DASH that exploits flash-based Solid State Drive (SSD) technology and also virtually aggregated DRAM to fill  ...  This work was sponsored in part by National Science Foundation under NSF OCI #0951583 entitled -I/O Modeling EAGER‖ and by NSF OCI #0910847 entitled -Gordon: A Data Intensive Supercomputer‖.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sc.2010.16">doi:10.1109/sc.2010.16</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sc/HeJGBS10.html">dblp:conf/sc/HeJGBS10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e4kb3h6utfg2vnf6xyuu3fsf7i">fatcat:e4kb3h6utfg2vnf6xyuu3fsf7i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922040605/http://cseweb.ucsd.edu/~j2he/papers/sc10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/aa/25/aa25b0501ca4b8e62ef1633af8b7e119cec68ca1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sc.2010.16"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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