FOSDEM 2021 - HPC, Big Data and Data Science devroom

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href="https://chat.fosdem.org/#/room/#hpc:fosdem.org">D.hpc</a> </span> <br /> <i class="icon-film"></i> <strong>Video only</strong>: <a href="https://live.fosdem.org/watch/dhpc">D.hpc</a> <br /> <i class="icon-comment"></i> <strong>Chat</strong>: <a href="https://matrix.to/#/#hpc:fosdem.org?web-instance[element.io]=chat.fosdem.org">Join the conversation!</a> </p> <br style="clear: both;"/> <table class="table table-striped table-bordered table-condensed roomtracks"> <thead> <tr> <th class="day"></th> <th colspan="12" style="text-align: left;">09</th> <th colspan="12" style="text-align: left;">10</th> <th colspan="12" style="text-align: left;">11</th> <th colspan="12" style="text-align: left;">12</th> <th colspan="12" style="text-align: left;">13</th> <th colspan="12" style="text-align: left;">14</th> <th colspan="12" style="text-align: left;">15</th> <th colspan="12" style="text-align: left;">16</th> <th colspan="12" style="text-align: left;">17</th> <th colspan="12" style="text-align: left;">18</th> </tr> </thead> <tbody> <tr class="section_start"> <th class="day"><a href="/2021/schedule/day/saturday/">Saturday</a></th> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="c3 t00" colspan="6"><a href="/2021/schedule/event/riscv_hpc/" title="Accelerating HPC applications with Out-of-Order Commit Processors">Accelerating HPC applications with Out-of-Order Commit Processors</a></td> <td class="c4 t30" colspan="6"><a href="/2021/schedule/event/hpc_container_engine_state_of_art/" title="HPC Container Engine State-of-Art">HPC Container Engine State-of-Art<br/><i>Base-line our understanding of what the execution of HPC containers looks like in 2021.</i></a></td> <td class="c5 t00" colspan="6"><a href="/2021/schedule/event/faster_spark_sql/" title="Faster Spark SQL: Adaptive Query Execution in Spark v3">Faster Spark SQL: Adaptive Query Execution in Spark v3</a></td> <td class="c6 t30" colspan="6"><a href="/2021/schedule/event/discopop/" title="DiscoPoP: A tool to identify parallelization opportunities in sequential programs and suggest OpenMP constructs and clauses">DiscoPoP: A tool to identify parallelization opportunities in sequential programs and suggest OpenMP constructs and clauses</a></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="c7 t00" colspan="6"><a href="/2021/schedule/event/openmp_cuda_gpus/" title="Lessons in Programming Model Comparisons Using OpenMP and CUDA for Targetting GPUs">Lessons in Programming Model Comparisons Using OpenMP and CUDA for Targetting GPUs</a></td> <td class="c8 t30" colspan="6"><a href="/2021/schedule/event/eessi/" title="EESSI: One Scientific Software Stack to Rule Them All">EESSI: One Scientific Software Stack to Rule Them All</a></td> <td class="c9 t00" colspan="6"><a href="/2021/schedule/event/xalt/" title="XALT: Lessons from attaching to almost every program in Linux">XALT: Lessons from attaching to almost every program in Linux</a></td> <td class="c10 t30" colspan="6"><a href="/2021/schedule/event/hpc_containerized_ensemble/" title="Hitchhiker's guide from traditional HPC Cluster to containerized ensemble run at scale">Hitchhiker's guide from traditional HPC Cluster to containerized ensemble run at scale<br/><i>How to lift GROMACS into a cloudy SLURM cluster and evolve to run GROMACS globally using containers.</i></a></td> <td class="c1 t00" colspan="6"><a href="/2021/schedule/event/guix_workflow/" title="Guix Workflow Language">Guix Workflow Language<br/><i>Extending a reproducible software deployment system for HPC</i></a></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> </tr> <tr class="section_start"> <th class="day"><a href="/2021/schedule/day/sunday/">Sunday</a></th> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="c2 t00" colspan="6"><a href="/2021/schedule/event/containerized_hpc/" title="Deploying Containerized Applications on Secure Large Scale HPC Production Systems.">Deploying Containerized Applications on Secure Large Scale HPC Production Systems.</a></td> <td class="c3 t30" colspan="6"><a href="/2021/schedule/event/ml_model_monitoring/" title="Scalable, Automated ML Model Monitoring with KFServing and Hopsworks">Scalable, Automated ML Model Monitoring with KFServing and Hopsworks</a></td> <td class="c4 t00" colspan="6"><a href="/2021/schedule/event/big_data_arm/" title="Make life easier for big data users on Arm platform">Make life easier for big data users on Arm platform</a></td> <td class="c5 t30" colspan="6"><a href="/2021/schedule/event/amd_gpus/" title="Getting ready for the AMD GPUs">Getting ready for the AMD GPUs<br/><i>Introduction to AMD ecosystem</i></a></td> <td class="c6 t00" colspan="6"><a href="/2021/schedule/event/gpu_vulkan/" title="GPU Computing Made Simple with the C++ Vulkan SDK & the C++ Kompute Framework (AMD, Qualcomm, NVIDIA & Friends)">GPU Computing Made Simple with the C++ Vulkan SDK & the C++ Kompute Framework (AMD, Qualcomm, NVIDIA & Friends)</a></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="c7 t00" colspan="6"><a href="/2021/schedule/event/interactive_openmp_mpi/" title="An Environment for Interactive Parallel Programming with MPI and OpenMP">An Environment for Interactive Parallel Programming with MPI and OpenMP</a></td> <td class="c8 t30" colspan="6"><a href="/2021/schedule/event/hatchet/" title="Analyzing Performance Profiles using Hatchet">Analyzing Performance Profiles using Hatchet</a></td> <td class="c9 t00" colspan="6"><a href="/2021/schedule/event/buildtest/" title="buildtest: HPC Testing Framework for Acceptance Testing">buildtest: HPC Testing Framework for Acceptance Testing</a></td> <td class="c10 t30" colspan="6"><a href="/2021/schedule/event/hpc_research_tools/" title="Open Source HPC Research Tools at the Institute for Scientific Computing">Open Source HPC Research Tools at the Institute for Scientific Computing</a></td> <td class="c1 t00" colspan="6"><a href="/2021/schedule/event/flux/" title="Flux: Solving Exascale Workflow and Resource Challenges">Flux: Solving Exascale Workflow and Resource Challenges<br/><i>Plus - How Open-Source Drives Our Project Design</i></a></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> <td class="t05"></td> <td class="t10"></td> <td class="t15"></td> <td class="t20"></td> <td class="t25"></td> <td class="t30"></td> <td class="t35"></td> <td class="t40"></td> <td class="t45"></td> <td class="t50"></td> <td class="t55"></td> <td class="t00"></td> </tr> </tbody> </table> <div class="well well-small track-cfp"> <p>Read the Call for Papers at <a href="https://lists.fosdem.org/pipermail/fosdem/2020q4/003112.html">https://lists.fosdem.org/pipermail/fosdem/2020q4/003112.html</a>.</p> </div> <div class="well well-small track-description"> <p>High Performance Computing (HPC) and Big Data are two important approaches to scientific computing. HPC typically deals with smaller, highly structured data sets and huge amounts of computation while Big Data, not surprisingly, deals with gigantic, unstructured data sets and focuses on the I/O bottlenecks. With the Big Data trend unlocking access to an unprecedented amount of data, Data Science has emerged to tackle the problem of creating processes and approaches to extracting knowledge or insights from these data sets. Machine learning and predictive analytics algorithms have joined the family of more traditional HPC algorithms and are pushing the requirements of cluster and data scalability.</p> <p>Free and Open Source communities have been the foundation of the HPC and Big Data communities for some time. In the HPC community, it should be no surprise that currently 100% of the Top500 supercomputers in the world run (some variant of) Linux. On the Big Data side, the Hadoop ecosystem has had a tremendous amount of Open Source contributions from a wide range of organizations coming together under the Apache Software Foundation.</p> <p>Our goal is to bring the communities together, share expertise, learn how we can benefit from each other's work and foster further joint research and collaboration. We welcome talks about Free and Open Source solutions to the challenges presented by large scale computing, data management and data analysis.</p> </div> <table class="table table-striped table-bordered table-condensed"> <thead> <tr> <th colspan="2">Event</th> <th>Speakers</th> <th>Start</th> <th>End</th> </tr> </thead> <tbody> <tr> <td colspan="6"><h3>Saturday</h3></td> </tr> <tr> <td class="c3"> </td> <td><a href="/2021/schedule/event/riscv_hpc/">Accelerating HPC applications with Out-of-Order Commit Processors</a></td> <td><a href="/2021/schedule/speaker/ali_hajiabadi/" class="quiet">Ali Hajiabadi</a></td> <td><a class="quiet value-title" title="2021-02-06T10:00:00+01:00" href="/2021/schedule/day/saturday/#1000">10:00</a></td> <td><a class="quiet value-title" title="2021-02-06T10:30:00+01:00" href="/2021/schedule/day/saturday/#1030">10:30</a></td> </tr> <tr> <td class="c4"> </td> <td><a href="/2021/schedule/event/hpc_container_engine_state_of_art/">HPC Container Engine State-of-Art<br/><i>Base-line our understanding of what the execution of HPC containers looks like in 2021.</i></a></td> <td><a href="/2021/schedule/speaker/christian_kniep/" class="quiet">Christian Kniep</a></td> <td><a class="quiet value-title" title="2021-02-06T10:30:00+01:00" href="/2021/schedule/day/saturday/#1030">10:30</a></td> <td><a class="quiet value-title" title="2021-02-06T11:00:00+01:00" href="/2021/schedule/day/saturday/#1100">11:00</a></td> </tr> <tr> <td class="c5"> </td> <td><a href="/2021/schedule/event/faster_spark_sql/">Faster Spark SQL: Adaptive Query Execution in Spark v3</a></td> <td><a href="/2021/schedule/speaker/nicolas_poggi/" class="quiet">Nicolas Poggi</a></td> <td><a class="quiet value-title" title="2021-02-06T11:00:00+01:00" href="/2021/schedule/day/saturday/#1100">11:00</a></td> <td><a class="quiet value-title" title="2021-02-06T11:30:00+01:00" href="/2021/schedule/day/saturday/#1130">11:30</a></td> </tr> <tr> <td class="c6"> </td> <td><a href="/2021/schedule/event/discopop/">DiscoPoP: A tool to identify parallelization opportunities in sequential programs and suggest OpenMP constructs and clauses</a></td> <td><a href="/2021/schedule/speaker/mohammad_norouzi/" class="quiet">Mohammad Norouzi</a></td> <td><a class="quiet value-title" title="2021-02-06T11:30:00+01:00" href="/2021/schedule/day/saturday/#1130">11:30</a></td> <td><a class="quiet value-title" title="2021-02-06T12:00:00+01:00" href="/2021/schedule/day/saturday/#1200">12:00</a></td> </tr> <tr> <td class="c7"> </td> <td><a href="/2021/schedule/event/openmp_cuda_gpus/">Lessons in Programming Model Comparisons Using OpenMP and CUDA for Targetting GPUs</a></td> <td><a href="/2021/schedule/speaker/alaina_edwards/" class="quiet">Alaina Edwards</a></td> <td><a class="quiet value-title" title="2021-02-06T15:00:00+01:00" href="/2021/schedule/day/saturday/#1500">15:00</a></td> <td><a class="quiet value-title" title="2021-02-06T15:30:00+01:00" href="/2021/schedule/day/saturday/#1530">15:30</a></td> </tr> <tr> <td class="c8"> </td> <td><a href="/2021/schedule/event/eessi/">EESSI: One Scientific Software Stack to Rule Them All</a></td> <td><a href="/2021/schedule/speaker/bob_droge/" class="quiet">Bob Dr枚ge</a></td> <td><a class="quiet value-title" title="2021-02-06T15:30:00+01:00" href="/2021/schedule/day/saturday/#1530">15:30</a></td> <td><a class="quiet value-title" title="2021-02-06T16:00:00+01:00" href="/2021/schedule/day/saturday/#1600">16:00</a></td> </tr> <tr> <td class="c9"> </td> <td><a href="/2021/schedule/event/xalt/">XALT: Lessons from attaching to almost every program in Linux</a></td> <td><a href="/2021/schedule/speaker/robert_mclay/" class="quiet">Robert McLay</a></td> <td><a class="quiet value-title" title="2021-02-06T16:00:00+01:00" href="/2021/schedule/day/saturday/#1600">16:00</a></td> <td><a class="quiet value-title" title="2021-02-06T16:30:00+01:00" href="/2021/schedule/day/saturday/#1630">16:30</a></td> </tr> <tr> <td class="c10"> </td> <td><a href="/2021/schedule/event/hpc_containerized_ensemble/">Hitchhiker's guide from traditional HPC Cluster to containerized ensemble run at scale<br/><i>How to lift GROMACS into a cloudy SLURM cluster and evolve to run GROMACS globally using containers.</i></a></td> <td><a href="/2021/schedule/speaker/carsten_kutzner/" class="quiet">Carsten Kutzner</a></td> <td><a class="quiet value-title" title="2021-02-06T16:30:00+01:00" href="/2021/schedule/day/saturday/#1630">16:30</a></td> <td><a class="quiet value-title" title="2021-02-06T17:00:00+01:00" href="/2021/schedule/day/saturday/#1700">17:00</a></td> </tr> <tr> <td class="c1"> </td> <td><a href="/2021/schedule/event/guix_workflow/">Guix Workflow Language<br/><i>Extending a reproducible software deployment system for HPC</i></a></td> <td><a href="/2021/schedule/speaker/ricardo_wurmus/" class="quiet">Ricardo Wurmus</a></td> <td><a class="quiet value-title" title="2021-02-06T17:00:00+01:00" href="/2021/schedule/day/saturday/#1700">17:00</a></td> <td><a class="quiet value-title" title="2021-02-06T17:30:00+01:00" href="/2021/schedule/day/saturday/#1730">17:30</a></td> </tr> <tr> <td colspan="6"><h3>Sunday</h3></td> </tr> <tr> <td class="c2"> </td> <td><a href="/2021/schedule/event/containerized_hpc/">Deploying Containerized Applications on Secure Large Scale HPC Production Systems.</a></td> <td><a href="/2021/schedule/speaker/david_brayford/" class="quiet">David Brayford</a></td> <td><a class="quiet value-title" title="2021-02-07T10:00:00+01:00" href="/2021/schedule/day/sunday/#1000">10:00</a></td> <td><a class="quiet value-title" title="2021-02-07T10:30:00+01:00" href="/2021/schedule/day/sunday/#1030">10:30</a></td> </tr> <tr> <td class="c3"> </td> <td><a href="/2021/schedule/event/ml_model_monitoring/">Scalable, Automated ML Model Monitoring with KFServing and Hopsworks</a></td> <td><a href="/2021/schedule/speaker/javier_de_la_rua_martinez/" class="quiet">Javier de la R煤a Mart铆nez</a></td> <td><a class="quiet value-title" title="2021-02-07T10:30:00+01:00" href="/2021/schedule/day/sunday/#1030">10:30</a></td> <td><a class="quiet value-title" title="2021-02-07T11:00:00+01:00" href="/2021/schedule/day/sunday/#1100">11:00</a></td> </tr> <tr> <td class="c4"> </td> <td><a href="/2021/schedule/event/big_data_arm/">Make life easier for big data users on Arm platform</a></td> <td><a href="/2021/schedule/speaker/zhenyu_zheng/" class="quiet">Zhenyu Zheng</a></td> <td><a class="quiet value-title" title="2021-02-07T11:00:00+01:00" href="/2021/schedule/day/sunday/#1100">11:00</a></td> <td><a class="quiet value-title" title="2021-02-07T11:30:00+01:00" href="/2021/schedule/day/sunday/#1130">11:30</a></td> </tr> <tr> <td class="c5"> </td> <td><a href="/2021/schedule/event/amd_gpus/">Getting ready for the AMD GPUs<br/><i>Introduction to AMD ecosystem</i></a></td> <td><a href="/2021/schedule/speaker/georgios_markomanolis/" class="quiet">Georgios Markomanolis</a></td> <td><a class="quiet value-title" title="2021-02-07T11:30:00+01:00" href="/2021/schedule/day/sunday/#1130">11:30</a></td> <td><a class="quiet value-title" title="2021-02-07T12:00:00+01:00" href="/2021/schedule/day/sunday/#1200">12:00</a></td> </tr> <tr> <td class="c6"> </td> <td><a href="/2021/schedule/event/gpu_vulkan/">GPU Computing Made Simple with the C++ Vulkan SDK & the C++ Kompute Framework (AMD, Qualcomm, NVIDIA & Friends)</a></td> <td><a href="/2021/schedule/speaker/alejandro_saucedo/" class="quiet">Alejandro Saucedo</a></td> <td><a class="quiet value-title" title="2021-02-07T12:00:00+01:00" href="/2021/schedule/day/sunday/#1200">12:00</a></td> <td><a class="quiet value-title" title="2021-02-07T12:30:00+01:00" href="/2021/schedule/day/sunday/#1230">12:30</a></td> </tr> <tr> <td class="c7"> </td> <td><a href="/2021/schedule/event/interactive_openmp_mpi/">An Environment for Interactive Parallel Programming with MPI and OpenMP</a></td> <td><a href="/2021/schedule/speaker/christian_terboven/" class="quiet">Christian Terboven</a>, <a href="/2021/schedule/speaker/jonas_hahnfeld/" class="quiet">Jonas Hahnfeld</a></td> <td><a class="quiet value-title" title="2021-02-07T15:00:00+01:00" href="/2021/schedule/day/sunday/#1500">15:00</a></td> <td><a class="quiet value-title" title="2021-02-07T15:30:00+01:00" href="/2021/schedule/day/sunday/#1530">15:30</a></td> </tr> <tr> <td class="c8"> </td> <td><a href="/2021/schedule/event/hatchet/">Analyzing Performance Profiles using Hatchet</a></td> <td><a href="/2021/schedule/speaker/abhinav_bhatele/" class="quiet">Abhinav Bhatele</a></td> <td><a class="quiet value-title" title="2021-02-07T15:30:00+01:00" href="/2021/schedule/day/sunday/#1530">15:30</a></td> <td><a class="quiet value-title" title="2021-02-07T16:00:00+01:00" href="/2021/schedule/day/sunday/#1600">16:00</a></td> </tr> <tr> <td class="c9"> </td> <td><a href="/2021/schedule/event/buildtest/">buildtest: HPC Testing Framework for Acceptance Testing</a></td> <td><a href="/2021/schedule/speaker/shahzeb_siddiqui/" class="quiet">Shahzeb Siddiqui</a></td> <td><a class="quiet value-title" title="2021-02-07T16:00:00+01:00" href="/2021/schedule/day/sunday/#1600">16:00</a></td> <td><a class="quiet value-title" title="2021-02-07T16:30:00+01:00" href="/2021/schedule/day/sunday/#1630">16:30</a></td> </tr> <tr> <td class="c10"> </td> <td><a href="/2021/schedule/event/hpc_research_tools/">Open Source HPC Research Tools at the Institute for Scientific Computing</a></td> <td><a href="/2021/schedule/speaker/jan_patrick_lehr/" class="quiet">Jan-Patrick Lehr</a>, <a href="/2021/schedule/speaker/tim_jammer/" class="quiet">Tim Jammer</a>, <a href="/2021/schedule/speaker/michael_burger/" class="quiet">Michael Burger</a>, <a href="/2021/schedule/speaker/alexander_huck/" class="quiet">Alexander H眉ck</a></td> <td><a class="quiet value-title" title="2021-02-07T16:30:00+01:00" href="/2021/schedule/day/sunday/#1630">16:30</a></td> <td><a class="quiet value-title" title="2021-02-07T17:00:00+01:00" href="/2021/schedule/day/sunday/#1700">17:00</a></td> </tr> <tr> <td class="c1"> </td> <td><a href="/2021/schedule/event/flux/">Flux: Solving Exascale Workflow and Resource Challenges<br/><i>Plus - How Open-Source Drives Our Project Design</i></a></td> <td><a href="/2021/schedule/speaker/stephen_herbein/" class="quiet">Stephen Herbein</a></td> <td><a class="quiet value-title" title="2021-02-07T17:00:00+01:00" href="/2021/schedule/day/sunday/#1700">17:00</a></td> <td><a class="quiet value-title" title="2021-02-07T17:30:00+01:00" href="/2021/schedule/day/sunday/#1730">17:30</a></td> </tr> </tbody> </table> </div>  <div id="footer"> <div class="footer-holder"> <div class="panel-block"> <div class="panel-column"> <h3>FOSDEM</h3> <ul class="panel"> <li class="home"><a accesskey="1" href="/2021/">Home</a></li> <li><a accesskey="2" href="/2021/news/">News</a></li> <li><a href="/2021/about/">About</a></li> <li><a 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