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Assembly technology for parallel realization of numerical models on MIMD-multicomputers

M.A. Kraeva, V.E. Malyshkin
<span title="">2001</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
particle-in-cell (PIC) method.  ...  In order to provide high performance of target programs the AT is implemented in different ways for different application areas.  ...  Acknowledgements The work presented in this paper was partially supported by the grants INCO-COPERNICUS-97-7120, RFBR 99-07-90442, RFBR 99-07-90418.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0167-739x(00)00058-3">doi:10.1016/s0167-739x(00)00058-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f3fgiwxlwjg6jlyyuvwnacccpm">fatcat:f3fgiwxlwjg6jlyyuvwnacccpm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808204405/http://www.public.iastate.edu/~kraeva/papers/astech.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/25/3d/253d1bf585bb2eb942a8476c0c1bb781aa9aff4b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0167-739x(00)00058-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Dynamic load balancing with enhanced shared-memory parallelism for particle-in-cell codes [article]

Kyle G. Miller, Roman P. Lee, Adam Tableman, Anton Helm, Ricardo A. Fonseca, Viktor K. Decyk, Warren B. Mori
<span title="2020-03-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Compared to other load-balancing techniques, our algorithm gives order-of-magnitude improvement in parallel scalability for simulations with severe load imbalance issues.  ...  To this end, the key issue of parallel load balance across computational nodes must be addressed.  ...  Various strategies have been implemented in an effort to dynamically load balance PIC codes using grid-based decomposition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10406v1">arXiv:2003.10406v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/scowk2buxbh67b7onofiqrxabq">fatcat:scowk2buxbh67b7onofiqrxabq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200325012917/https://arxiv.org/pdf/2003.10406v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10406v1" 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>

A Task-Based Particle-In-Cell Method With Automatic Load-Balancing Using The Allscale Environment

Roman Iakymchuk, Herbert Jordan, Philipp Gschwandtner, Thomas Heller, Peter Thoman, Xavier Aguilar, Thomas Fahringer, Erwin Laure, Stefano Markidis
<span title="2017-12-19">2017</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This is a one-page abstract for the EASC 2018 conference regarding a new formulation of the PIC method to provide automatic load-balancing using the AllScale toolchain.  ...  resulting in load imbalance.  ...  Typically, parallel PIC simulations divide the simulation box in several equal-in-size domains with initially the same number of particles [1] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1119103">doi:10.5281/zenodo.1119103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4kmz2x7bofbyholggqogivugmu">fatcat:4kmz2x7bofbyholggqogivugmu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220122031045/https://zenodo.org/record/1119104/files/easc-allscale-ipic3d.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/4e/e2/4ee264c6dd0f6fc493d3e4a82b7c2cbd287f30c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1119103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Exploiting Parallelism on Shared Memory in the QED Particle-in-Cell Code PICADOR with Greedy Load Balancing [article]

Iosif Meyerov, Sergei Bastrakov, Aleksei Bashinov, Evgeny Efimenko, Alexander Panov, Elena Panova, Igor Surmin, Valentin Volokitin, Arkady Gonoskov
<span title="2019-05-20">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose and evaluate a load balancing scheme for shared memory systems, which allows subdividing individual cells of the computational domain into work portions with subsequent dynamic distribution  ...  In this paper, we address the problem of a substantially non-uniform and dynamically varying distribution of macroparticles in a computational area in simulating quantum electrodynamic (QED) cascades.  ...  We measured the computation time using 5 load balancing schemes implemented in [29] and the new scheme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.08217v1">arXiv:1905.08217v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lk2hhvzbgjay5ik4orbqafgxwu">fatcat:lk2hhvzbgjay5ik4orbqafgxwu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200928104622/https://arxiv.org/ftp/arxiv/papers/1905/1905.08217.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/27/0f/270fb6b316a4d0ea2a6fd7060483a52ba497c9a5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.08217v1" 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>

Particle-In-Cell Simulation using Asynchronous Tasking [article]

Nicolas Guidotti, Pedro Ceyrat, João Barreto, José Monteiro, Rodrigo Rodrigues, Ricardo Fonseca, Xavier Martorell, Antonio J. Peña
<span title="2021-07-16">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we study the parallelization of a production electromagnetic particle-in-cell (EM-PIC) code for kinetic plasma simulations exploring different strategies using asynchronous task-based models  ...  Inherently asynchronous, these models provide native support for dynamic load balancing and incorporate data flow concepts to selectively synchronize the tasks.  ...  Parallel EM-PIC Implementations We propose a diverse set of implementations, each covering a relevant point in a vast design space.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.12485v2">arXiv:2106.12485v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uloovw3qqnc7dbuhks2mc4lafm">fatcat:uloovw3qqnc7dbuhks2mc4lafm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210721010717/https://arxiv.org/pdf/2106.12485v2.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/5b/3e/5b3e21ae4d6ace1324b7a47eea7ae6b98282afce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.12485v2" 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>

Component-based Parallel Programming for Peta-scale Particle Simulations
english

Xiaolin Cao, Zeyao Mo, Aiqing Zhang
<span title="">2013</span> <i title="SciTePress - Science and and Technology Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6td763yb3fajbp5xyrmju3slwu" style="color: black;">Proceedings of the 8th International Joint Conference on Software Technologies</a> </i> &nbsp;
Our approach encapsulates parallel computing details in parallel integrator components on top of a patch-based data structure in JASMIN infrastructure.  ...  A major parallel programming challenge in scientific computing is to hide parallel computing details of data distribution and communication.  ...  Component-based Programming For parallel programming on JASMIN, some PIC components have been assembled for implementing the corresponding step in algorithm 1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004587603340339">doi:10.5220/0004587603340339</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icsoft/CaoMZ13.html">dblp:conf/icsoft/CaoMZ13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vh32kf3ktngz5fx7hwkavcmkka">fatcat:vh32kf3ktngz5fx7hwkavcmkka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227090300/http://pdfs.semanticscholar.org/788a/49f33d3bf880741bf108af825d826040424c.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/78/8a/788a49f33d3bf880741bf108af825d826040424c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004587603340339"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hierarchical MPI+OpenMP Implementation of Parallel PIC Applications on Clusters of Symmetric MultiProcessors [chapter]

Sergio Briguglio, Beniamino Di Martino, Giuliana Fogaccia, Gregorio Vlad
<span title="">2003</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
in this paper, along with its MPI+OpenMP implementation.  ...  The hierarchical combination of decomposition strategies for the development of parallel Particle-in-cell simulation codes, targeted to hierarchical distributed-shared memory architectures, is discussed  ...  Load balancing is then performed as follows.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-39924-7_27">doi:10.1007/978-3-540-39924-7_27</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sgoox3kusjcjzihvlyfwworfiy">fatcat:sgoox3kusjcjzihvlyfwworfiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922011254/http://fusfis.frascati.enea.it/~vlad/Papers/briguglio03europvmmpi.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/fe/6a/fe6a5c9735480a0b6840f8e95ccc4754b5fafcab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-39924-7_27"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

ppiclF: A Parallel Particle-In-Cell Library in Fortran

David Zwick
<span title="2019-05-04">2019</span> <i title="The Open Journal"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3gk7mr6lhvdwnkgcicv7r2lrry" style="color: black;">Journal of Open Source Software</a> </i> &nbsp;
In typical PIC simulations, individual particles are tracked as they move through a surrounding mesh, or cells.  ...  Particle-in-cell (PIC) simulations are ubiquitous in science and engineering. Relevant applications range from explosively driven compressible multiphase gas-solid flow to atomistic modeling.  ...  This work was also supported in part by the US Department of Energy, National Nuclear Security Administration, Advanced Simulation and Computing Program, as a Cooperative Agreement under the Predictive  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21105/joss.01400">doi:10.21105/joss.01400</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h4vtlrrkwjbyvpdosp7gxgl3ee">fatcat:h4vtlrrkwjbyvpdosp7gxgl3ee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211161601/https://joss.theoj.org/papers/10.21105/joss.01400.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/7c/a6/7ca64e66e347d8268ee60c473828ce9e17069ad0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21105/joss.01400"> <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>

Electrostatic PIC with adaptive Cartesian mesh

Vladimir Kolobov, Robert Arslanbekov
<span title="">2016</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgp7pobnrfetfizidmpebi4qy" style="color: black;">Journal of Physics, Conference Series</a> </i> &nbsp;
We describe an initial implementation of an electrostatic Particle-in-Cell (ES-PIC) module with adaptive Cartesian mesh in our Unified Flow Solver framework.  ...  Challenges of PIC method with cell-based adaptive mesh refinement (AMR) are related to a decrease of the particle-per-cell number in the refined cells with a corresponding increase of the numerical noise  ...  This represents a coarse-grain parallelization algorithm since the CPU load balancing can be done only in terms of the building (root) boxes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/719/1/012020">doi:10.1088/1742-6596/719/1/012020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nnj2suisu5dwhob3slhrvei6lm">fatcat:nnj2suisu5dwhob3slhrvei6lm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210403011450/https://arxiv.org/ftp/arxiv/papers/1604/1604.07713.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/b8/36b816d0f79c0700ba90ffbfa12888028f576bf6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/719/1/012020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

Load management strategy for Particle-In-Cell simulations in high energy particle acceleration

A. Beck, J.T. Frederiksen, J. Dérouillat
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wlymb735mjbbhbp4jd3xjlbbhy" style="color: black;">Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment</a> </i> &nbsp;
The main limitation we identify in state-of-the-art Particle-In-Cell (PIC) codes is computational load imbalance.  ...  We propose an innovative algorithm to deal with this specific issue as well as milestones towards a modern, accurate high-per- formance PIC code for high energy particle acceleration.  ...  Acknowledgements PP and CC simulations were performed using the PRACE Research Infrastructures resources FERMI based in Italiy at CINECA and Curie based in France at TGCC under the grant 2013091859.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nima.2016.03.112">doi:10.1016/j.nima.2016.03.112</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7wfhewyw2rbaxkeebk7zuuroui">fatcat:7wfhewyw2rbaxkeebk7zuuroui</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929101250/https://arxiv.org/pdf/1511.03878v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/bf/a4bf914a89ad40d4c92aa1dd57b26bf6190ca9d0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nima.2016.03.112"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

High-Fidelity RF Gun Simulations with the Parallel 3D Finite Element Particle-In-Cell Code Pic3P

A. Candel, A. Kabel, L. Lee, Z. Li, C. Limborg, C. Ng, G. Schussman, K. Ko, Donald G. Crabb, Yelena Prok, Matt Poelker, Simonetta Liuti (+2 others)
<span title="">2009</span> <i title="AIP"> AIP Conference Proceedings </i> &nbsp;
SLAC's Advanced Computations Department (ACD) has developed the first parallel Finite Element 3D Particle-In-Cell (PIC) code, Pic3P, for simulations of RF guns and other spacecharge dominated beam-cavity  ...  A novel scheme for causal adaptive refinement and dynamic load balancing enable unprecedented simulation accuracy, aiding the design and operation of the next generation of accelerator facilities.  ...  Elements and fields in the causal domain (p > 0) around the particle bunch are partitioned onto all CPUs with dynamic parallel load balancing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.3215604">doi:10.1063/1.3215604</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/na3ewsqw45cgrias7g6j6acl3i">fatcat:na3ewsqw45cgrias7g6j6acl3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811212007/http://www.slac.stanford.edu/pubs/slacpubs/13500/slac-pub-13668.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/62/37/623704922a80c70fd4ed3be7a65dd713673fe8a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1063/1.3215604"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Development of a parallelized 3D electrostatic PIC-FEM code and its applications

J.-S. Wu, K.-H. Hsu, F.-L. Li, C.-T. Hung, S.-Y. Jou
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wfenstutwram7ghf2w6rgf5gyu" style="color: black;">Computer Physics Communications</a> </i> &nbsp;
A parallelized three-dimensional self-consistent electrostatic particle-in-cell (PIC) code using unstructured tetrahedral mesh is proposed.  ...  Parallel implementation of the current unstructured PIC-FEM code is realized on distributed-memory PC-cluster system utilizing dynamic domain decomposition.  ...  Acknowledgements This work was supported in part by the National Science Council of Taiwan, with grants NSC-932212-E-009-015 and NSC 93-2212-E-009-015.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cpc.2007.02.059">doi:10.1016/j.cpc.2007.02.059</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7qkt6bfry5h7rfcb5u5nl6sf2i">fatcat:7qkt6bfry5h7rfcb5u5nl6sf2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812061514/https://ir.nctu.edu.tw/bitstream/11536/4429/1/000248161700038.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/16/3b/163b6c733d2e0150f18af5b15b8006f9284a8410.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cpc.2007.02.059"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A Grid-Based Distributed Simulation of Plasma Turbulence [chapter]

S. Briguglio, Beniamino di Martino, G. Fogaccia, G. Vlad, Salvatore Venticinque
<span title="2006-01-23">2006</span> <i title="John Wiley &amp; Sons, Inc."> High-Performance Computing </i> &nbsp;
In this paper the porting on a Globus equipped platform of a hierarchically distributed-shared memory parallel version of an application for particle-in-cell (PIC) simulation of plasma turbulence is described  ...  THE MPICH-G2 IMPLEMENTATION In this Section, we want to compare the parallel porting of the described PIC application on a "classical" hierarchical distributed-shared memory architecture by simple integration  ...  Load balancing is then performed as follows. call Particles are labelled (subroutine load balancing) by each process according to their belonging to the units (e.g., the n cell spatial-grid cells) of a  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/0471732710.ch27">doi:10.1002/0471732710.ch27</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3sddvloltza5fhaob7e53thz7u">fatcat:3sddvloltza5fhaob7e53thz7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922011258/http://fusfis.frascati.enea.it/~vlad/Papers/dimartino05hpc.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/d9/fd/d9fdd0ffed3d71f642a5d3b3d546faa0bde46cbd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/0471732710.ch27"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Efficient GPU Implementation for Particle in Cell Algorithm

Rejith George Joseph, Girish Ravunnikutty, Sanjay Ranka, Eduardo D'Azevedo, Scott Klasky
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/t3x4vqewrncrfgn2wu7cafsbsq" style="color: black;">2011 IEEE International Parallel &amp; Distributed Processing Symposium</a> </i> &nbsp;
Scalable implementation of the PIC problem for a large number of processors requires load balancing in all phases.  ...  study , Malyshkin uses the Assembly Technology [3] to develop a dynamic load balancing strategy for parallel PIC algorithm[2].  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ipdps.2011.46">doi:10.1109/ipdps.2011.46</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ipps/JosephRRDK11.html">dblp:conf/ipps/JosephRRDK11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d2zkiyb7ufdmrk3hkoiyrusoye">fatcat:d2zkiyb7ufdmrk3hkoiyrusoye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808105039/http://ufdcimages.uflib.ufl.edu/UF/E0/04/29/99/00001/joseph_r.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/18/82/1882a1a53fa52f971d9e967cd74082c3be2004fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ipdps.2011.46"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

OhHelp

Hiroshi Nakashima, Yohei Miyake, Hideyuki Usui, Yoshiharu Omura
<span title="">2009</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3sq4a52jknfqpfyjfszyrlkedm" style="color: black;">Proceedings of the 23rd international conference on Conference on Supercomputing - ICS &#39;09</a> </i> &nbsp;
This paper proposes a new method for Particle-in-Cell (PIC) simulations which aims at achieving both good load balancing and scalability so as to be efficiently executed on distributed memory systems.  ...  Load balancing and thus the scalability in terms of the number of particles are accomplished by making each node help another heavily loaded node which deputes a part of particles in its subdomain and  ...  The rest of the paper is configured as follows: we first show OhHelp's load balancing mechanism in Section 2; a PIC simulator implementation with OhHelp and its performance are discussed in Section 3 and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1542275.1542293">doi:10.1145/1542275.1542293</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ics/NakashimaMUO09.html">dblp:conf/ics/NakashimaMUO09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b3455byumfgwrar2tsj5wpu6gq">fatcat:b3455byumfgwrar2tsj5wpu6gq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809140314/http://www.para.media.kyoto-u.ac.jp/jp/papers/ohhelp-ics09.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/31/41/31411e8785c1911106befbd3da2ec1a14448f370.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1542275.1542293"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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