JETS: Language and System Support for Many-Parallel-Task Workflows

Justin M. Wozniak, Michael Wilde, Daniel S. Katz
<span title="2013-06-11">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qrfhtnmiezbrbd2wgd2gragrxi" style="color: black;">Journal of Grid Computing</a> </i> &nbsp;
Many-task computing is a well-established paradigm for implementing loosely coupled applications (tasks) on large-scale computing systems. However, few of the model's existing implementations provide efficient, low-latency support for executing tasks that are tightly coupled multiprocessing applications. Thus, a vast array of parallel applications cannot readily be used effectively within manytask workloads. In this work, we present JETS, a middleware component that provides high performance
more &raquo; ... port for many-parallel-task computing (MPTC). JETS is based on a highly concurrent approach to parallel task dispatch and on new capabilities now available in the MPICH2 MPI implementation and the ZeptoOS Linux operating system. JETS represents an advance over the few known examples of multilevel many-parallel-task scheduling systems: it more efficiently schedules and launches many short-duration parallel application invocations; it overcomes the challenges of coupling the user processes of each multiprocessing application invocation via the messaging fabric; and it concurrently manages many application executions in various stages. We report here on the JETS architecture and its performance on both synthetic benchmarks and an MPTC application in molecular dynamics.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10723-013-9259-2">doi:10.1007/s10723-013-9259-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qzvhquhsfzf73hqpeufbgihlhi">fatcat:qzvhquhsfzf73hqpeufbgihlhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170125165407/http://www.mcs.anl.gov/uploads/cels/papers/P4005-1212.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/a7/8a/a78aea7b860223aee1dd9446c15b4b3689674855.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10723-013-9259-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>