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Analysis of the Tradeoffs Between Energy and Run Time for Multilevel Checkpointing [chapter]

Prasanna Balaprakash, Leonardo A. Bautista Gomez, Mohamed-Slim Bouguerra, Stefan M. Wild, Franck Cappello, Paul D. Hovland
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We use these models to study the tradeoff between run time and energy in FTI, a recently developed multilevel checkpoint library, on an IBM Blue Gene/Q.  ...  In high-performance computing, there is a perpetual hunt for performance and scalability. Supercomputers grow larger offering improved computational science throughput.  ...  Department of Energy, Office of Science, Advanced Scientific Computing Research program under contract number DE-AC02-06CH11357.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-17248-4_13">doi:10.1007/978-3-319-17248-4_13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nqf6fnj23bb43ipfm6zsuimzce">fatcat:nqf6fnj23bb43ipfm6zsuimzce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170506221135/http://www.mcs.anl.gov/papers/P5138-0514.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/f2/d7/f2d7500d0cb47b423864bda7fc0c6b5fc867b5ac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-17248-4_13"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Author index

<span title="">2014</span> <i title="IEEE"> 2014 IEEE International Conference on Cluster Computing (CLUSTER) </i> &nbsp;
Gomez, Leonardo Arturo Bautista Energy-Performance Tradeoffs in Multilevel Checkpoint Strategies González-Domínguez, Jorge UPC++ for Bioinformatics: A Case Study Using Genome-Wide Association  ...  Hadoop with Shared Input Policy and RAMDISK Hmida, Moez Ben Haj A Scalable Framework for Large-Scale Analysis of Gene-Gene Interactions Hovland, Paul Energy-Performance Tradeoffs in Multilevel Checkpoint  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cluster.2014.6968663">doi:10.1109/cluster.2014.6968663</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgfz2ihyufauljzrlt75me7y3e">fatcat:cgfz2ihyufauljzrlt75me7y3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170831041841/https://www.computer.org/csdl/proceedings/cluster/2014/5548/00/06968663.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/55/ff/55ff77ee0ac208c7111ca89144036766ed48efb5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cluster.2014.6968663"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Fault-Tolerance Protocol for Parallel Applications with Communication Imbalance

Esteban Meneses, Laxmikant V. Kale
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fdx47zt2hbb7ph2yhsec3zdkme" style="color: black;">2015 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)</a> </i> &nbsp;
Among those techniques, message logging provides the appealing features of saving energy, accelerating recovery, and having low performance penalty.  ...  In particular, we demonstrate the effectiveness of MCML in maintaining message logging feasible for applications with substantial communication imbalance.  ...  Different strategies in MCML provide a different tradeoff between memory overhead and recovery cost. A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sbac-pad.2015.25">doi:10.1109/sbac-pad.2015.25</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sbac-pad/MenesesK15.html">dblp:conf/sbac-pad/MenesesK15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ai6s4w52vvdu3fljxxkal7i7r4">fatcat:ai6s4w52vvdu3fljxxkal7i7r4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721070630/https://repositoriotec.tec.ac.cr/bitstream/handle/2238/9676/a_fault_tolerance_protocol.pdf;jsessionid=FADAACF2DFDC309D00A8D4E76FE0D104?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/c2/99/c2990be38bbb8a3362b454d09a43ca040b72124d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sbac-pad.2015.25"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods [article]

Xingfu Wu, Valerie Taylor, Zhiling Lan
<span title="2020-11-12">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
When we compare the prediction accuracy using MuMMI with that using 10 machine learning methods, we observe that MuMMI not only results in more accurate prediction in both performance and power but also  ...  Our experiment results show that the prediction error rates in performance and power using MuMMI are less than 10% for most cases.  ...  Multilevel checkpointing is the state-of-the-art design of checkpointing, focusing on reducing checkpoint overhead to improve checkpoint efficiency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.06655v1">arXiv:2011.06655v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7sumsidhejf27j4u5h7xx3icr4">fatcat:7sumsidhejf27j4u5h7xx3icr4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201117004859/https://arxiv.org/pdf/2011.06655v1.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/64/ba/64bac81afc7b5517b9535b4308cc2b7b4dbe3b01.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.06655v1" 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>

Shrink or Substitute: Handling Process Failures in HPC Systems using In-situ Recovery [article]

Rizwan A. Ashraf, Saurabh Hukerikar, Christian Engelmann
<span title="2018-01-14">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We explore two alternative recovery strategies, which use ULFM along with application-driven in-memory checkpointing.  ...  Efficient utilization of today's high-performance computing (HPC) systems with complex hardware and software components requires that the HPC applications are designed to tolerate process failures at runtime  ...  Department of Energy, Office of Science, Office of Advanced Scientific Computing Research, program manager Lucy Nowell, under contract number DE-AC05-00OR22725.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.04523v1">arXiv:1801.04523v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b2r3hjm5qjggnj73dzm4zhn4ji">fatcat:b2r3hjm5qjggnj73dzm4zhn4ji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200907223112/https://arxiv.org/pdf/1801.04523v1.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/60/ef/60efd4296aa4855f6470cee2be0caaaea6013eec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.04523v1" 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>

Mementos

Benjamin Ransford, Jacob Sorber, Kevin Fu
<span title="2012-06-01">2012</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xu5bk2lj5rbdxlx6222nw7tsxi" style="color: black;">SIGPLAN notices</a> </i> &nbsp;
stored in nonvolatile memory.  ...  Mementos is a software system that transforms general-purpose programs into interruptible computations that are protected from frequent power losses by automatic, energy-aware state checkpointing.  ...  Any opinions, findings, and conclusions expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2248487.1950386">doi:10.1145/2248487.1950386</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ffza6qefznhvnoep4nx5vkvoqe">fatcat:ffza6qefznhvnoep4nx5vkvoqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150920025726/https://spqr.eecs.umich.edu/papers/ransford-mementos-asplos11.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/f0/cf/f0cf6b62cba53aed39d82ab90b0811ee0cbb1870.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2248487.1950386"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Mementos

Benjamin Ransford, Jacob Sorber, Kevin Fu
<span title="2011-03-17">2011</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xu5bk2lj5rbdxlx6222nw7tsxi" style="color: black;">SIGPLAN notices</a> </i> &nbsp;
stored in nonvolatile memory.  ...  Mementos is a software system that transforms general-purpose programs into interruptible computations that are protected from frequent power losses by automatic, energy-aware state checkpointing.  ...  Any opinions, findings, and conclusions expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1961296.1950386">doi:10.1145/1961296.1950386</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/towqlnafjnhsnhzguljdpth5lq">fatcat:towqlnafjnhsnhzguljdpth5lq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150920025726/https://spqr.eecs.umich.edu/papers/ransford-mementos-asplos11.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/f0/cf/f0cf6b62cba53aed39d82ab90b0811ee0cbb1870.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1961296.1950386"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Mementos

Benjamin Ransford, Jacob Sorber, Kevin Fu
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w47kezfuffdgvcobhv564rrlju" style="color: black;">Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems - ASPLOS &#39;11</a> </i> &nbsp;
stored in nonvolatile memory.  ...  Mementos is a software system that transforms general-purpose programs into interruptible computations that are protected from frequent power losses by automatic, energy-aware state checkpointing.  ...  Any opinions, findings, and conclusions expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1950365.1950386">doi:10.1145/1950365.1950386</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/asplos/RansfordSF11.html">dblp:conf/asplos/RansfordSF11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/josr7dnx7nculmlgzh4zjjcutq">fatcat:josr7dnx7nculmlgzh4zjjcutq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150920025726/https://spqr.eecs.umich.edu/papers/ransford-mementos-asplos11.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/f0/cf/f0cf6b62cba53aed39d82ab90b0811ee0cbb1870.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1950365.1950386"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Mementos

Benjamin Ransford, Jacob Sorber, Kevin Fu
<span title="2011-03-17">2011</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/35q3ync5nbhnjfpylznlz57lyi" style="color: black;">SIGARCH Computer Architecture News</a> </i> &nbsp;
stored in nonvolatile memory.  ...  Mementos is a software system that transforms general-purpose programs into interruptible computations that are protected from frequent power losses by automatic, energy-aware state checkpointing.  ...  Any opinions, findings, and conclusions expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1961295.1950386">doi:10.1145/1961295.1950386</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bit3yzjpubdnfiwbrqhblaq6vu">fatcat:bit3yzjpubdnfiwbrqhblaq6vu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150920025726/https://spqr.eecs.umich.edu/papers/ransford-mementos-asplos11.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/f0/cf/f0cf6b62cba53aed39d82ab90b0811ee0cbb1870.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1961295.1950386"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Addressing failures in exascale computing

Marc Snir, Robert W Wisniewski, Jacob A Abraham, Sarita V Adve, Saurabh Bagchi, Pavan Balaji, Jim Belak, Pradip Bose, Franck Cappello, Bill Carlson, Andrew A Chien, Paul Coteus (+16 others)
<span title="2014-03-21">2014</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/prmoui3bz5a2jktzh4pt7dtery" style="color: black;">The international journal of high performance computing applications</a> </i> &nbsp;
Executive Summary The current approach to resilience for large high-performance computing (HPC) machines is based on global application checkpoint/restart.  ...  Each of these obstacles can be overcome in a different way: (1) we can checkpoint in RAM, rather than disk; (2) we can build global operating systems that fail less frequently or recover faster; (3) we  ...  Department of Energy for its financial support of ICiS; the ICiS director and steering committee for the support provided to our workshop; and, in particular, Cheryl Zidel for her outstanding administrative  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/1094342014522573">doi:10.1177/1094342014522573</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/menonpmgdfflzamz2fsivevxqm">fatcat:menonpmgdfflzamz2fsivevxqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810142905/http://www.christian-engelmann.info/publications/snir13addressing.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/99/69/996978c8c888cf8b28146112554bb0f71c022724.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/1094342014522573"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a>

Reducing the energy cost of computing through efficient co-scheduling of parallel workloads

C. Hankendi, A. K. Coskun
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjrrvry5ubgdlarkymvlxuip6m" style="color: black;">2012 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)</a> </i> &nbsp;
/performance tradeoffs.  ...  In tandem, there is a growing need to reduce energy consumption of computing. One promising method for improving energy efficiency is co-scheduling applications on compute nodes.  ...  ACKNOWLEDGMENT This research has in part been funded by Oracle, Inc., VMware, Inc. and Dean's Catalyst Award at College of Engineering, Boston University.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176641">doi:10.1109/date.2012.6176641</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/date/HankendiC12.html">dblp:conf/date/HankendiC12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ylcdmoh6qjbexdoexd3y723rpu">fatcat:ylcdmoh6qjbexdoexd3y723rpu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809084118/http://www.bu.edu/peaclab/files/2014/03/hankendi_DATE12.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/f1/4b/f14b03015fccbc61cfe1edaaf1d4837c20241dd7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/date.2012.6176641"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Resilience in Exascale Computing (Dagstuhl Seminar 14402)

Hermann Härtig, Satoshi Matsuoka, Frank Mueller, Alexander Reinefeld, Marc Herbstritt
<span title="2015-01-27">2015</span> <i title="Schloss Dagstuhl Leibniz-Zentrum für Informatik GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2phfyhrhje7xnnubtp3vfklcu" style="color: black;">Dagstuhl Reports</a> </i> &nbsp;
From September 28 to October 1, 2014, the Dagstuhl Seminar 14402 "Resilience in Exascale Computing" was held in Schloss Dagstuhl -Leibniz Center for Informatics.  ...  Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper.  ...  Arnold URL http://www.dagstuhl.de/mat/Files/14/14402/14402.ArnoldDorian.Slides.pdf -Performance Tradeoffs in Multilevel Checkpoint Strategies Leonardo A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.4.9.124">doi:10.4230/dagrep.4.9.124</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/journals/dagstuhl-reports/HartigMMR14.html">dblp:journals/dagstuhl-reports/HartigMMR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wwcmeeizubdxvahq4sw54vgtwy">fatcat:wwcmeeizubdxvahq4sw54vgtwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220123034411/https://drops.dagstuhl.de/opus/volltexte/2015/4889/pdf/dagrep_v004_i009_p124_s14402.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/a5/08/a5087714a497f36c03cca303ceccda994c7d8b9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.4.9.124"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

The Landscape of Exascale Research

Stijn Heldens, Pieter Hijma, Ben Van Werkhoven, Jason Maassen, Adam S. Z. Belloum, Rob V. Van Nieuwpoort
<span title="2020-03-13">2020</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eiea26iqqjcatatlgxdpzt637y" style="color: black;">ACM Computing Surveys</a> </i> &nbsp;
Overall, we observe that great advancements have been made in tackling the two primary exascale challenges: energy efficiency and fault tolerance.  ...  areas in depth based on influential articles.  ...  Energy Tradeoff. As discussed in Section 4.1, energy is one of the main exascale challenges.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3372390">doi:10.1145/3372390</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jhtwt7pxd5c5darhz75hiqgsnq">fatcat:jhtwt7pxd5c5darhz75hiqgsnq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427095355/https://pure.uva.nl/ws/files/52881030/3372390.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/10/67/1067d4a87fb5ab2ef8c47c9a1d70685f6ece525b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3372390"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Peripheral state persistence for transiently-powered systems

Gautier Berthou, Tristan Delizy, Kevin Marquet, Tanguy Risset, Guillaume Salagnac
<span title="">2017</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kmzorgotfvghfli4uvrxut5bhm" style="color: black;">2017 Global Internet of Things Summit (GIoTS)</a> </i> &nbsp;
Design of CCCP Checkpointing Strategies: Local vs. Remote We consider two strategies for the nonvolatile storage of serialized checkpointed state.  ...  Timer-aided mode Mode in which Mementos performs energy checks only when a hardware timer has raised a flag.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/giots.2017.8016243">doi:10.1109/giots.2017.8016243</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/giots/BerthouDMRS17.html">dblp:conf/giots/BerthouDMRS17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r2vbvtjlnvdlxkkt6ldrw43l6m">fatcat:r2vbvtjlnvdlxkkt6ldrw43l6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200304060150/https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1767&amp;context=open_access_dissertations" 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/07/59/07594ba3451fead83a4490b38afbe78d13d9a9c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/giots.2017.8016243"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Survey on Data and Transaction Management in Mobile Databases

D Roselin Selvarani
<span title="2012-10-31">2012</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dh256fzd25e4rj4t2ex6em7nti" style="color: black;">International Journal of Database Management Systems</a> </i> &nbsp;
In this scenario, the data is being moved closer to the applications in order to improve the performance and autonomy.  ...  It also addresses the data management issues namely Replication and Caching strategies and the transaction management functionalities such as Concurrency Control and Commit protocols, Synchronization,  ...  These schemes are a tradeoff between lazy and the pessimistic strategies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2012.4501">doi:10.5121/ijdms.2012.4501</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hz6dj72yrzev3cvfdqkphlmmci">fatcat:hz6dj72yrzev3cvfdqkphlmmci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602043333/http://www.airccse.org/journal/ijdms/papers/4512ijdms01.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/41/80/41802279ed2d6b39424f2d67284bf25f2ab4da9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2012.4501"> <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>
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