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Modeling the effects of contention on the performance of heterogeneous applications

S.M. Figueira, F. Berman
<span title="">1996</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5c4wsoaagrh73mwzl3naxxgc3e" style="color: black;">Proceedings of 5th IEEE International Symposium on High Performance Distributed Computing HPDC-96</a> </i> &nbsp;
In this paper, we present a model for predicting the effects of contention on application behavior in heterogeneous systems.  ...  However, the performance of these applications on such systems is highly dependent on the allocation and efficient coordination of application tasks.  ...  We would also like to thank Elizabeth Simon, Reagan Moore, Mike Vildibill, George Kremenek, David Lilja, the UCSD Parallel Computation Laboratory and the San Diego Supercomputer Center for their support  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hpdc.1996.546210">doi:10.1109/hpdc.1996.546210</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hpdc/FigueiraB96.html">dblp:conf/hpdc/FigueiraB96</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/at2sv6of6fd3tj7s3yd2zxlpli">fatcat:at2sv6of6fd3tj7s3yd2zxlpli</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808210145/http://www.cse.scu.edu/~sfigueira/pubs/hpdc96_final.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/9a/0c/9a0c82bf322a85e4c08651c4e4212cf6f4a08e9c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hpdc.1996.546210"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Hadoop+

Wenting He, Youliang Yan, Huimin Cui, Binbin Lu, Jiacheng Zhao, Shengmei Li, Gong Ruan, Jingling Xue, Xiaobing Feng, Wensen Yang
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3sq4a52jknfqpfyjfszyrlkedm" style="color: black;">Proceedings of the 29th ACM on International Conference on Supercomputing - ICS &#39;15</a> </i> &nbsp;
This paper proposes a heterogeneity model to predict the shared resource contention between the simultaneously running tasks of a MapReduce application when heterogeneous computing resources (e.g.  ...  Despite the widespread adoption of heterogeneous clusters in modern data centers, modeling heterogeneity is still a big challenge, especially for large-scale MapReduce applications.  ...  We would like to thank all the reviewers for their valuable comments and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2751205.2751236">doi:10.1145/2751205.2751236</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ics/HeCLZLRXFYY15.html">dblp:conf/ics/HeCLZLRXFYY15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vcdt3vdwlrczlbkxy3iqcdg4ey">fatcat:vcdt3vdwlrczlbkxy3iqcdg4ey</a> </span>
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Table of Contents

<span title="">2006</span> <i title="IEEE"> 2006 IEEE International Conference on Cluster Computing </i> &nbsp;
for Cluster-based Web Services Ying Jiang, Dan Meng, Chao Ren, Jianfeng Zhan On the Effectiveness of Content-aware Load Distribution for Web Clusters Mon-Yen Luo Application-aware interface for SOAP communication  ...  Nudd Modeling Network Contention Effects on All-to-All Operations Luiz Angelo Steffenel MPJ Express: Towards Thread Safe Java HPC Mark Baker, Bryan Carpenter, Aamir Shafi Session C-7B: Grid Session chair  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/clustr.2006.311830">doi:10.1109/clustr.2006.311830</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gdfo4gyd6nagxelrvylj5yldae">fatcat:gdfo4gyd6nagxelrvylj5yldae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830183319/https://www.computer.org/csdl/proceedings/cluster/2006/0327/00/04100336.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/cf/b4/cfb47c679ae6cf422ba17969a1bed823293e871b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/clustr.2006.311830"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Hyperspectral near infrared imaging quantifies the heterogeneity of carbon materials

Mikko Mäkelä, Paul Geladi
<span title="2018-07-11">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tnqhc2x2aneavcd3gx5h7mswhm" style="color: black;">Scientific Reports</a> </i> &nbsp;
Acknowledgements The authors wish to thank Julia Forsberg from RISE Processum AB for her contribution in the preparation of hydrothermal carbon.  ...  The funding provided by the Swedish Energy Agency through project 42372-1 and Bio4Energy, a strategic research environment appointed by the Swedish government, are gratefully acknowledged.  ...  Analysis of variance for the regression model on the effects of carbonization conditions on determined heterogeneities. The heterogeneity values were log10 transformed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-018-28889-7">doi:10.1038/s41598-018-28889-7</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29993020">pmid:29993020</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6041345/">pmcid:PMC6041345</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jtnuubsrrreutontqthsc2djdm">fatcat:jtnuubsrrreutontqthsc2djdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428212628/https://research.aalto.fi/files/26959850/CHEM_M_kel_Geladi_Hyperspectral_near_2018_Scientific_Reports.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/ef/5f/ef5f61a3eebeca523cca9662f1df05b91c58d675.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-018-28889-7"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6041345" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Analytic evaluation of shared-memory architectures

D.J. Sorin, J.L. Lemon, D.L. Eager, M.K. Vernon
<span title="">2003</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;
With these features, the model is applicable to a wide range of architectures and applications.  ...  This paper develops and validates an efficient analytical model for evaluating the performance of shared memory architectures with ILP processors.  ...  This is due to the fact that heterogeneity can have nonlinear effects on queuing delays in the memory system and these nonlinear effects are only captured in the heterogeneous model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpds.2003.1178880">doi:10.1109/tpds.2003.1178880</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xojb7c456zecvnwuwdbyi2ur3y">fatcat:xojb7c456zecvnwuwdbyi2ur3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811112846/http://research.cs.wisc.edu/multifacet/papers/tpds03_model.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/3f/7a/3f7aff533a6022d7b1c77c69c4834c86b91afe7e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpds.2003.1178880"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Strategies for anticipating risk in heterogeneous system design

Marisabel Guevara, Benjamin Lubin, Benjamin C. Lee
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n7ljjecrpje5pj66pk4pvx65qu" style="color: black;">2014 IEEE 20th International Symposium on High Performance Computer Architecture (HPCA)</a> </i> &nbsp;
We introduce new processor selection criteria, such as the coefficient of variation in performance, to produce heterogeneous configurations that balance performance risks and efficiency rewards.  ...  Out of the tens of strategies we consider, risk-aware approaches account for more than 70% of the strategies that produce systems with the best service quality.  ...  Any opinions, findings, conclusions, or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of these sponsors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hpca.2014.6835926">doi:10.1109/hpca.2014.6835926</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hpca/GuevaraLL14.html">dblp:conf/hpca/GuevaraLL14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/grdlvcxqprhbfiadzj3rz7dn4m">fatcat:grdlvcxqprhbfiadzj3rz7dn4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809125626/http://people.duke.edu/~bcl15/documents/guevara14-hpca.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/04/8a/048af40cbd0516eb935641065b2224f390731e2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hpca.2014.6835926"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Operating System Structures for Multiprocessor Systems on Programmable Chip

Miaoqing Huang, David Andrews, Jason Agron
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ek7djgoan5ehpihkol2k4a7rm4" style="color: black;">2010 International Conference on Reconfigurable Computing and FPGAs</a> </i> &nbsp;
Baseline solutions to resolve heterogeneity issues within manycores use Remote Procedure Calls (RPC) for applications running on slave processors to access a traditional monolithic kernel running on a  ...  While heterogeneous architectures promise high performance, they are also challenging our ability to port our existing operating systems to abstract the heterogeneous components into a unified architecture  ...  Conversely ρ increases as the application decreases the amount of processing performed between calls. We set ρ based on the execution behavior of our synthetic benchmark.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/reconfig.2010.15">doi:10.1109/reconfig.2010.15</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/reconfig/HuangAA10.html">dblp:conf/reconfig/HuangAA10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5temq7fdfvg5zm254mg7bctweq">fatcat:5temq7fdfvg5zm254mg7bctweq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20111005100100/http://www.csce.uark.edu/~mqhuang/papers/2010_ReConFig.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/80/77/80775e33392fc0690dc26f1d57cf088ee42d88db.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/reconfig.2010.15"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT [article]

Yixue Hao, Yiming Miao, Yuanwen Tian, Long Hu, M. Shamim Hossain, Ghulam Muhammad, Syed Umar Amin
<span title="2019-01-08">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The development of mobile communication technology, hardware, distributed computing, and artificial intelligence (AI) technology has promoted the application of edge computing in the field of heterogeneous  ...  In order to overcome the defects of the traditional cloud computing model in the era of big data.  ...  ACKNOWLEDGEMENT The authors extend their appreciation to the Deanship of Scientific Research at King Saud University, Riyadh, Saudi Arabia for funding this work through the research group project no.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1901.02126v1">arXiv:1901.02126v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/377rb53ao5gchhrps5we3o7bs4">fatcat:377rb53ao5gchhrps5we3o7bs4</a> </span>
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Memory-Aware Green Scheduling on Multi-core Processors

Frederic Pinel, John Pecero, Pascal Bouvry, Samee U. Khan
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2564w2ohnjhfjl4wklbpdzzwtq" style="color: black;">2010 39th International Conference on Parallel Processing Workshops</a> </i> &nbsp;
Contention on shared resources such as cache and main memory slows down the execution of the applications affecting not only application performance but also induces inefficient use of energy.  ...  We design a heuristic that includes in its objective function the impact of the contention on the application performance. Experimental results emphasize the interest of the provided solution.  ...  This example clearly shows the negative effects on the performance and energy consumption without any consideration of contention on multi-core processors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icppw.2010.71">doi:10.1109/icppw.2010.71</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icppw/PinelPBK10.html">dblp:conf/icppw/PinelPBK10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ce5fvxbjkbhl3nosr27nr3cwqe">fatcat:ce5fvxbjkbhl3nosr27nr3cwqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160704120530/http://sameekhan.org/pub/P_K_2010_ICPP.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/66/5b/665bfe8e2f48126f46bc12d139eccba9fc8d2e91.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icppw.2010.71"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Data Partitioning on Multicore and Multi-GPU Platforms Using Functional Performance Models

Ziming Zhong, Vladimir Rychkov, Alexey Lastovetsky
<span title="2015-09-01">2015</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5jlmyrayyrdazh5awdlsoec77q" style="color: black;">IEEE transactions on computers</a> </i> &nbsp;
In this paper, we consider the problem of optimal distribution of the workload of data-parallel scientific applications between processing elements of such heterogeneous computing systems.  ...  Software applications incorporate the code designed and optimized for different types of processing elements in order to exploit the computing power of such heterogeneous computing systems.  ...  Experiments were carried out on platforms provided by the Innovative Computing Lab (Univ. of Tennessee) and Grid5000.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tc.2014.2375202">doi:10.1109/tc.2014.2375202</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/emw6t47sjvf6jcdzdditmrswoe">fatcat:emw6t47sjvf6jcdzdditmrswoe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829221316/http://hcl.ucd.ie/system/files/06975085.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/48/94/48946868690e74dcf79ba29d6394e16e5a971ed8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tc.2014.2375202"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

FuPerMod: a software tool for the optimization of data-parallel applications on heterogeneous platforms

David Clarke, Ziming Zhong, Vladimir Rychkov, Alexey Lastovetsky
<span title="2014-05-20">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qhbautqnvzgwvm3vvdvieylhwq" style="color: black;">Journal of Supercomputing</a> </i> &nbsp;
Heterogeneous data partitioning algorithms are based on computation performance models of the executing platforms.  ...  Optimization of data-parallel applications for modern HPC platforms requires partitioning the computations between the heterogeneous computing devices in proportion to their speed.  ...  Implementation of heterogeneous data partitioning algorithms based on computation performance models requires the construction of these models, which includes: accurate and efficient performance measurement  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11227-014-1207-9">doi:10.1007/s11227-014-1207-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7xskswgmindbjih3ppoaq5f7be">fatcat:7xskswgmindbjih3ppoaq5f7be</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171122175250/http://hcl.ucd.ie/system/files/fupermod-jos-2014_0.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/85/e3/85e3f14951978e96a82edb601c56f5d6040cdc97.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11227-014-1207-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Effect of Moisture Content on Calculated Dielectric Properties of Asphalt Concrete Pavements from Ground-Penetrating Radar Measurements

Qingqing Cao, Imad L. Al-Qadi
<span title="2021-12-22">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
This paper provides a simulated approach to quantify the effect of internal moisture content on AC pavement dielectric properties using ground-penetrating radar (GPR).  ...  The numerical model was validated using GPR surveys on cold-in-place recycling treated pavements.  ...  The contents of this paper reflect the view of the authors, who are responsible for the facts and the accuracy of the data presented herein.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14010034">doi:10.3390/rs14010034</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5lj7dxo2qzek5ah5x4b4uks4fa">fatcat:5lj7dxo2qzek5ah5x4b4uks4fa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220429113705/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-14-00034/article_deploy/remotesensing-14-00034-v2.pdf?version=1640250037" 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/2a/97/2a9771f6ea3a52c22fb53ebc2bf78664a2f6ca5c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14010034"> <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>

Interference Management for Distributed Parallel Applications in Consolidated Clusters

Jaeung Han, Seungheun Jeon, Young-ri Choi, Jaehyuk Huh
<span title="2016-03-25">2016</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i24hgue5erh4haqtfyyjvfijdu" style="color: black;">ACM SIGOPS Operating Systems Review</a> </i> &nbsp;
However, such consolidation can adversely affect the performance of the applications due to interference caused by resource contention.  ...  This paper characterizes the effects of interference for various distributed applications over different interference settings, and analyzes how diverse interference intensities on the multiple nodes affect  ...  By estimating resource contention and its performance impact on the co-running applications, the studies have prevented batch applications from reducing the performance of the critical application lower  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2954680.2872388">doi:10.1145/2954680.2872388</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pskahmynnvdmzkkktrog7dfwga">fatcat:pskahmynnvdmzkkktrog7dfwga</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160804042453/http://calab.kaist.ac.kr:8080/~juhan/CS-TR-2015-396_jhan.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/26/62/266224ef32c3b7953532dad1bd82dca289782a9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2954680.2872388"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity [article]

Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang
<span title="2021-10-14">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Leveraging SaBN immediately achieves better Inception Score and FID on CIFAR-10 and ImageNet conditional image generation with three state-of-the-art GANs; boosts the performance of a state-of-the-art  ...  SaBN is motivated by addressing the inherent feature distribution heterogeneity that one can be identified in many tasks, which can arise from data heterogeneity (multiple input domains) or model heterogeneity  ...  Experiments on the applications of conditional image generation and NAS demonstrate that SaBN addresses the model heterogeneity issue elegantly, improving generation quality in GAN and the search performance  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.11382v2">arXiv:2102.11382v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hf4rr73j4fdfxhpyywvhfzcena">fatcat:hf4rr73j4fdfxhpyywvhfzcena</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211019125607/https://arxiv.org/pdf/2102.11382v2.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/c8/3e/c83e341f4ac6ca715b9b7bf75a79bac9c56b1abc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.11382v2" 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>

Semi-Fluid content distribution model for fast data dissemination in heterogeneous overlay networks

Salah Noori Saleh, Maryam Feily, Sureswaran Ramadass, Alireza Shahrestani
<span title="2012-12-29">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/grqe3h6ptvdu5mdn4u5vdt3iby" style="color: black;">Peer-to-Peer Networking and Applications</a> </i> &nbsp;
The performance of the proposed Semi-Fluid content distribution model has been evaluated by mathematical analysis as well as by real implementation over the "PlanetLab" platform, and the obtained results  ...  The main objective of this paper is to design a new flexible content distribution model for fast data dissemination in overlay networks with heterogeneous nodes.  ...  Besides, the authors gratefully acknowledge the invaluable assistance of anonymous reviewers in improving the quality of the paper by providing valuable comments on the earlier version of the paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12083-012-0192-0">doi:10.1007/s12083-012-0192-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tjuru7yhgjgubkqrkqnfgrkdjy">fatcat:tjuru7yhgjgubkqrkqnfgrkdjy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140807132826/http://nav6.org/Publication/download/Salah%20Nori_%20Semi-Fluid%20content.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/6e/bf/6ebf1bb84fb1eaf0e02eacccd584b67d5e77656a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12083-012-0192-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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