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<p class="MsoNormal"><span style="font-size:12.0pt">Please, accept our apologies in case of multiple copies of this CFP.<o:p></o:p></span></p>
<p class="MsoNormal"><b><span style="font-size:14.0pt"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span style="font-size:14.0pt">HCW 2021 Call for Papers</span></b><span style="font-size:14.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt">In conjunction with IPDPS 2021, May 17, 2021, Portland, Oregon USA</span><o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Sponsored by the IEEE Computer Society </span><o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">through the Technical Committee on Parallel Processing (TCPP)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><strong><span style="font-size:14.0pt;font-family:"Calibri",sans-serif;color:#464646">SCOPE</span></strong><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Most modern computing systems are <strong><span style="font-family:"Calibri",sans-serif">heterogeneous</span></strong>, either for <em><span style="font-family:"Calibri",sans-serif">organic
reasons </span></em>because components grew independently, as it is the case in desktop grids, or<em><span style="font-family:"Calibri",sans-serif"> by design</span></em> to leverage the strength of specific hardware, as it is the case in accelerated systems.
In any case, all computing systems have some form of <em><b><span style="font-family:"Calibri",sans-serif">hardware or software heterogeneity</span></b></em> that must been managed, leveraged, understood, and exploited. The Heterogeneity in Computing Workshop
(HCW) is a venue to <em><span style="font-family:"Calibri",sans-serif">discuss and innovate in all theoretical and practical </span></em>aspects of heterogeneous computing: design, programmability, efficient utilization, algorithms, modeling, applications,
etc. The 2021 HCW is the 30th annual gathering of this workshop.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:14.0pt;font-family:"Calibri",sans-serif;color:#464646">TOPICS</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"><br>
Topics of interest include but are not limited to the following areas:<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<em><b><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">!!! SPECIAL TOPIC !!!</span></b></em><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"> <strong><span style="font-family:"Calibri",sans-serif">Heterogeneous
computing for Machine Learning (ML):</span></strong> Design, exploration, and analysis of architectures and software frameworks, enabling significant performance improvement of Machine Learning algorithms/applications on heterogeneous computing systems. Well
known architectures are the Nvidia DLA (deep learning accelerator) and DGX systems, SambaNova, and Cerebras. Example frameworks include Nvidia TensorRT, Tensorflow, Caffe2, and PyTorch. Submissions in the following areas are very welcome: Designing and programming
of Machine Learning accelerators (e.g., GPUs, FPGAs, or Coarse Grain Architectures), exploration and benchmarking of Machine Learning frameworks on heterogeneous computing systems.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Heterogeneous multicore systems and architectures:</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"> Design, exploration, and experimental
analysis of <strong><span style="font-family:"Calibri",sans-serif">heterogeneous computing systems </span></strong>such as GPGPUs, heterogeneous systems-on-chip (SoC), accelerator systems (e.g., Intel Xeon Phi, AI chips such as Google’s TPUs), FPGAs, big.LITTLE,
and application-specific architectures.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Heterogeneous parallel and distributed systems:</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"> Design and analysis of computing
grids, cloud systems, hybrid clusters, datacenters, geo-distributed computing systems, and supercomputers.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Deep-memory hierarchies: </span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Design and analysis of memory hierarchies with SRAM,
DRAM, Flash/SSD, and HDD technologies; NUMA architectures; cache coherence strategies; novel memory systems such as phase-change RAM, magnetic (e.g., STT) RAM, 3D Xpoint/crossbars, and memristors.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">On-chip, off-chip and heterogeneous network architectures: </span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Network-on-chip (NoC)
architectures and protocols for heterogeneous multicore applications; energy, latency, reliability, and security optimizations for NoCs; off-chip (chip-to-chip) network architectures and optimizations; heterogeneous networks (combination of NoC and off-chip)
design, evaluation, and optimizations; large scale parallel and distributed heterogeneous network design, evaluation, and optimizations.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Programming models and tools: </span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Programming paradigms and tools for heterogeneous
systems; middleware and runtime systems; performance-abstraction tradeoff; interoperability of heterogeneous software environments; workflows; dataflows.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Resource management and algorithms for heterogeneous systems:</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"> Parallel algorithms
for solving problems on heterogeneous systems (e.g., multicores, hybrid clusters, grids or clouds); strategies for scheduling and allocation on heterogeneous 2D and 3D multicore architectures; static and dynamic scheduling and resource management for large-scale
and parallel heterogeneous systems.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Modeling, characterization, and optimizations: </span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Performance models and their use
in the design of parallel and distributed algorithms for heterogeneous platforms, characterizations and optimizations for improving the time to solve a problem (e.g., throughput, latency, runtime), modeling and optimizing electric consumption (e.g., power,
energy); modeling for failure management (e.g., fault tolerance, recovery, reliability); modeling for security in heterogeneous platforms.<o:p></o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Applications on heterogeneous systems: </span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Case studies; confluence of Big Data systems
and heterogeneous systems; data-intensive computing; deep learning; scientific computing.<o:p></o:p></span></p>
<p class="MsoNormal"><b><span style="font-size:14.0pt">IMPORTANT DATES</span></b><span style="font-size:14.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Paper submission: January 25, 2021</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Author notification: ~March 1, 2021</span><o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Camera Ready: ~March 15, 2021<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt"><o:p> </o:p></span></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;text-align:justify;background:white">
<b><span style="font-size:14.0pt;font-family:"Calibri",sans-serif;color:#464646">WEBSITE</span></b><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">:
<a href="http://hcw.oucreate.com/">http://hcw.oucreate.com/</a><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:11.25pt;text-align:justify;background:white">
<b><span style="font-size:14.0pt;color:#464646">PAPER SUBMISSIONS</span></b><span style="font-size:14.0pt;color:#464646"><o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo1;background:white">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#464646"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:11.5pt;color:#464646">Papers are to be submitted through
</span><span style="color:black"><a href="https://ssl.linklings.net/conferences/ipdps/?page=Submit&id=HCWWorkshopFullSubmission&site=ipdps2021">https://ssl.linklings.net/conferences/ipdps/?page=Submit&id=HCWWorkshopFullSubmission&site=ipdps2021</a></span><span style="font-size:11.5pt;color:#464646"><o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo1;background:white">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#464646"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:11.5pt;color:#464646">Submissions for the Special Topic Session on DSAs: Please add (Special Topic Submission) to your paper title during the submission process.<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo1;background:white">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#464646"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:11.5pt;color:#464646">Papers submitted to HCW 2021 should not have been previously published or be under review for a different workshop, conference, or journal.<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo1;background:white">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#464646"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:11.5pt;color:#464646">It is required that all accepted papers will be presented at the workshop by one of the authors.<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:11.25pt;text-align:justify;background:white">
<b><span style="font-size:11.5pt;color:#464646">WORKSHOP ORGANIZATION</span></b><span style="font-size:11.5pt;color:#464646"><o:p></o:p></span></p>
<p class="MsoNormal"><b><span style="font-size:13.5pt">General Chair:</span></b><span style="font-size:13.5pt"> Florina M. Ciorba, University of Basel, Switzerland <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.5pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><b><span style="font-size:13.5pt">Program Chair:</span></b><span style="font-size:13.5pt"> Ryan D. Friese, Pacific Northwest National Laboratory, USA</span><span style="font-size:12.0pt"><o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p style="mso-margin-top-alt:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:0in;background:white">
<strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Steering Committee:</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"><br>
Behrooz Shirazi, Washington State University, USA <strong><span style="font-family:"Calibri",sans-serif">(Chair)</span></strong><br>
H. J. Siegel, Colorado State University, USA <strong><span style="font-family:"Calibri",sans-serif">(Past Chair)</span></strong><br>
John Antonio, University of Oklahoma, USA <br>
David Bader, New Jersey Institute of Technology, USA<br>
Anne Benoit, École Normale Supérieure de Lyon, France<br>
Jack Dongarra, University of Tennessee, USA<br>
Alexey Lastovetsky, University College Dublin, UK<br>
Sudeep Pasricha, Colorado State University, USA<br>
Viktor K. Prasanna, University of Southern California, USA<br>
Yves Robert, École Normale Supérieure de Lyon, France<br>
Erik Saule, University of North Carolina at Charlotte, USA<br>
Uwe Schwiegelshohn, TU Dortmund University, Germany<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Technical Program Committee:</span></strong><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646"><o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Ryan D. Friese, Pacific Northwest National Laboratory (PNNL), USA<strong><span style="font-family:"Calibri",sans-serif">
(TPC Chair)</span></strong></span><strong><o:p></o:p></strong></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Mohsen Amini, University of Louisiana Lafayette, USA</span><o:p></o:p></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Ioana Banicescu, Mississippi State University, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Lucas Brasilino, Indiana University, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Louis-Claude Canon, Université de Franche-Comté, France<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Daniel Cordeiro, University of São Paulo, Brazil<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Matthias Diener, University of Illinois at Urbana-Champaign, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Diana Göhringer, Technische Universität Dresden, Germany<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Nicolas Grounds, MSCI, INC., USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Michael Huebner, Technische Universität Berlin, Germany<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Georgios Keramidas, Aristotle University, Greece<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Jong-Kook Kim, Korea University, Korea<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Tushar Krishna, Georgia Tech, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Alexey Lastovetsky, University College Dublin, Ireland<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Laercio Lima Pilla, CNRS, France<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Hatem Ltaief, KAUST, Saudi Arabia<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Burcu Mutlu, PNNL, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Mahdi Nikdast, Colorado State University, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Guillermo Paya-Vaya, University of Hannover, Germany<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Dana Petcu, West University of Timisoara, Romania<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Sridhar Radhakrishnan, University of Oklahoma, USA<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Srishti Srivastava, University of Southern Indiana<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Achim Streit, Karlsruhe Institute of Technology, Germany<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Samuel Thibault, LaBRI, Université Bordeaux, France<o:p></o:p></span></p>
<p style="margin:0in;margin-bottom:.0001pt;background:white"><span style="font-size:11.5pt;font-family:"Calibri",sans-serif;color:#464646">Cheng Wang, Microsoft, USA</span><o:p></o:p></p>
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<p class="MsoNormal"><i><span style="font-size:13.5pt">Questions may be sent to the program chair: Ryan D. Friese (ryan.friese@pnnl.gov)</span></i><o:p></o:p></p>
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