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In &lt;u&gt;Proceedings of the 22nd Annual International Conference on Supercomputing.&lt;\/u&gt; 368--377."},{"key":"e_1_3_2_1_7_1","volume-title":"Still","author":"Bhatele Abhinav","year":"2012","unstructured":"Abhinav Bhatele , Todd Gamblin , Steven H. Langer , Peer-Timo Bremer , Erik W. Draeger , Bernd Hamann , Katherine E. Isaacs , Aaditya G. Landge , Joshua A. Levine , Valerio Pascucci , Martin Schulz , and Charles H . Still . 2012 . Mapping Applications with Collectives over Sub-communicators on Torus Networks. In &lt;u&gt;Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC '12).&lt;\/u&gt; Abhinav Bhatele, Todd Gamblin, Steven H. Langer, Peer-Timo Bremer, Erik W. Draeger, Bernd Hamann, Katherine E. Isaacs, Aaditya G. Landge, Joshua A. Levine, Valerio Pascucci, Martin Schulz, and Charles H. Still. 2012. Mapping Applications with Collectives over Sub-communicators on Torus Networks. 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In &lt;u&gt;Proceedings of the IEEE International Parallel & Distributed Processing Symposium (IPDPS '17 (to appear)).&lt;\/u&gt; IEEE Computer Society. LLNL-CONF-."},{"key":"e_1_3_2_1_34_1","volume-title":"Minimizing The Effects of Manufacturing Variation During Physcial Layout. &lt;u&gt;Chip Design Magazine&lt;\/u&gt","author":"Jilla Sudhakar","year":"2013","unstructured":"Sudhakar Jilla . 2013. Minimizing The Effects of Manufacturing Variation During Physcial Layout. &lt;u&gt;Chip Design Magazine&lt;\/u&gt ; ( 2013 ). http:\/\/chipdesignmag.com\/display.php?articleId=2437. Sudhakar Jilla. 2013. 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Kent","year":"2003","unstructured":"R. Kent Koeninger . 2003. The Ultra-Scalable HPTC Lustre Filesystem. &lt;u&gt;Cluster World&lt;\/u&gt ; ( 2003 ). R. Kent Koeninger. 2003. The Ultra-Scalable HPTC Lustre Filesystem. &lt;u&gt;Cluster World&lt;\/u&gt; (2003)."},{"key":"e_1_3_2_1_38_1","volume-title":"[n. d.]. KRIPKE - A Massively Parallel Transport Mini-App. In &lt;u&gt","author":"Kunen A. J.","year":"2015","unstructured":"A. J. Kunen , T. S. Bailey , and P. N. Brown . [n. d.]. KRIPKE - A Massively Parallel Transport Mini-App. In &lt;u&gt ; American Nuclear Society M &C 2015 .&lt;\/u&gt; A. J. Kunen, T. S. Bailey, and P. N. Brown. [n. d.]. 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Mitigating the Impact of Process Variations on Processor Register Files and Execution Units. In &lt;u&gt;International Symposium on Microarchitecture.&lt;\/u&gt; 504--514.  Xiaoyao Liang and David Brooks. 2006. Mitigating the Impact of Process Variations on Processor Register Files and Execution Units. In &lt;u&gt;International Symposium on Microarchitecture.&lt;\/u&gt; 504--514.","DOI":"10.1109\/MICRO.2006.37"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3126908.3126969"},{"key":"e_1_3_2_1_44_1","unstructured":"Aleksander Maricq Dmitry Duplyakin Ivo Jimenez Carlos Maltzahn Ryan Stutsman and Robert Ricci. 2018. &lt;u&gt;Taming Performance Variability.&lt;\/u&gt; Berkeley CA USA. http:\/\/dl.acm.org\/citation.cfm?id=3291168.3291198  Aleksander Maricq Dmitry Duplyakin Ivo Jimenez Carlos Maltzahn Ryan Stutsman and Robert Ricci. 2018. &lt;u&gt;Taming Performance Variability.&lt;\/u&gt; Berkeley CA USA. http:\/\/dl.acm.org\/citation.cfm?id=3291168.3291198"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/VPA.2014.10"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2016.05.016"},{"key":"e_1_3_2_1_47_1","volume-title":"Coskun","author":"Meng Jie","year":"2015","unstructured":"Jie Meng , Samuel McCauley , Fulya Kaplan , Vitus J. 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Barry Rountree and Stephanie Labasan. [n. d.]. Libmsr. https:\/\/github.com\/LLNL\/libmsr. ([n. d.])."},{"key":"e_1_3_2_1_58_1","article-title":"Nearest-Neighbor Mapping of Finite Element Graphs onto Processor Meshes. &lt;u&gt;Computers","author":"Sadayappan P.","year":"1987","unstructured":"P. Sadayappan and F. Ercal . 1987 . Nearest-Neighbor Mapping of Finite Element Graphs onto Processor Meshes. &lt;u&gt;Computers , IEEE Transactions on&lt;\/u&gt; C-36, 12 (Dec 1987), 1408--1424. P. Sadayappan and F. Ercal. 1987. 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In &lt;u&gt;International Conference on Parallel Processing Workshops (ICCPW).&lt;\/u&gt;","DOI":"10.1109\/ICPPW.2014.20"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1109\/VPA.2014.6"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2018.00088"},{"key":"e_1_3_2_1_71_1","volume-title":"Scheduling for HPC Systems with Process Variation Heterogeneity. (January","author":"Totoni Ehsan","year":"2015","unstructured":"Ehsan Totoni , Akhil Langer , Josep Torrellas , and Laxmikant Kale . 2015. Scheduling for HPC Systems with Process Variation Heterogeneity. (January 2015 ). Ehsan Totoni, Akhil Langer, Josep Torrellas, and Laxmikant Kale. 2015. Scheduling for HPC Systems with Process Variation Heterogeneity. (January 2015)."},{"key":"e_1_3_2_1_72_1","first-page":"11","article-title":"Adaptive Body Bias for Reducing Impacts of Die-to-die and Within-die Parameter Variations on Microprocessor Frequency and Leakage. &lt;u&gt;Solid-State Circuits","volume":"37","author":"Tschanz James W.","year":"2002","unstructured":"James W. Tschanz , James T. Kao , Siva G. Narendra , Raj Nair , Dmitri A. Antoniadis , Anantha P. Chandrakasan , and Vivek De . 2002 . Adaptive Body Bias for Reducing Impacts of Die-to-die and Within-die Parameter Variations on Microprocessor Frequency and Leakage. &lt;u&gt;Solid-State Circuits , IEEE Journal of&lt;\/u&gt; 37 , 11 (Nov 2002), 1396--1402. James W. Tschanz, James T. Kao, Siva G. Narendra, Raj Nair, Dmitri A. Antoniadis, Anantha P. Chandrakasan, and Vivek De. 2002. Adaptive Body Bias for Reducing Impacts of Die-to-die and Within-die Parameter Variations on Microprocessor Frequency and Leakage. &lt;u&gt;Solid-State Circuits, IEEE Journal of&lt;\/u&gt; 37, 11 (Nov 2002), 1396--1402.","journal-title":"IEEE Journal of&lt;\/u&gt;"},{"key":"e_1_3_2_1_73_1","volume-title":"Coskun","author":"Tuncer Ozan","year":"2017","unstructured":"Ozan Tuncer , Emre Ates , Yijia Zhang , Ata Turk , Jim Brandt , Vitus Leung , Manuel Egele , and Ayse K . Coskun . 2017 . Diagnosing Performance Variations in HPC Applications using Machine Learning. &lt;u&gt;International Supercomputing Conference in High Performance Computing (ISC-HPC) &lt;\/u&gt; (June 2017). Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim Brandt, Vitus Leung, Manuel Egele, and Ayse K. Coskun. 2017. Diagnosing Performance Variations in HPC Applications using Machine Learning. &lt;u&gt;International Supercomputing Conference in High Performance Computing (ISC-HPC)&lt;\/u&gt; (June 2017)."},{"key":"e_1_3_2_1_74_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2015.129"},{"key":"e_1_3_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2016.63"},{"key":"e_1_3_2_1_76_1","volume-title":"Papka","author":"Yang Xu","year":"2013","unstructured":"Xu Yang , Zhou Zhou , Sean Wallace , Zhiling Lan , Wei Tang , Susan Coghlan , and Michael E . Papka . 2013 . Integrating Dynamic Pricing of Electricity into Energy Aware Scheduling for HPC Systems. In &lt;u&gt;International Conference for High Performance Computing, Networking, Storage and Analysis .&lt;\/u&gt; 17--22. Xu Yang, Zhou Zhou, Sean Wallace, Zhiling Lan, Wei Tang, Susan Coghlan, and Michael E. Papka. 2013. Integrating Dynamic Pricing of Electricity into Energy Aware Scheduling for HPC Systems. 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