{"id":"https://openalex.org/W1503333892","doi":"https://doi.org/10.3233/978-1-61499-041-3-351","title":"A Massive Data Parallel Computational Framework for Petascale/Exascale Hybrid Computer Systems","display_name":"A Massive Data Parallel Computational Framework for Petascale/Exascale Hybrid Computer Systems","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1503333892","doi":"https://doi.org/10.3233/978-1-61499-041-3-351","mag":"1503333892"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-041-3-351","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-041-3-351","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1201.2118.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013094091","display_name":"Marek B\u0142a\u017cewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Blazewicz Marek","raw_affiliation_strings":["Pozna\u0144 University of Technology, Poznan, Poland"],"affiliations":[{"raw_affiliation_string":"Pozna\u0144 University of Technology, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077615987","display_name":"Steven R. Brandt","orcid":"https://orcid.org/0000-0002-7979-2906"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandt Steven R.","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077620063","display_name":"Peter Diener","orcid":"https://orcid.org/0000-0002-3877-0487"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diener Peter","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036726653","display_name":"David M. Koppelman","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Koppelman David M.","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087645735","display_name":"Krzysztof Kurowski","orcid":"https://orcid.org/0000-0002-4478-6119"},"institutions":[{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kurowski Krzysztof","raw_affiliation_strings":["Polish Academy of Sciences, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063370292","display_name":"Frank L\u00f6ffler","orcid":"https://orcid.org/0000-0001-6643-6323"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Löffler Frank","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062835021","display_name":"Erik Schnetter","orcid":"https://orcid.org/0000-0002-4518-9017"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Schnetter Erik","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100763092","display_name":"Jian Tao","orcid":"https://orcid.org/0000-0003-4228-6089"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Jian","raw_affiliation_strings":["Louisiana State University, Baton Rouge, United States"],"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, United States","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5013094091"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":3.9537,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93819334,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/petascale-computing","display_name":"Petascale computing","score":0.8985352516174316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8914576768875122},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.8853722214698792},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7849078178405762},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6698498725891113},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5693424940109253},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.5436950325965881},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.495630145072937},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.43693408370018005},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4203932285308838},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3670901656150818},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.33083802461624146},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19620868563652039},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.14796492457389832},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1332666575908661}],"concepts":[{"id":"https://openalex.org/C185410017","wikidata":"https://www.wikidata.org/wiki/Q7171778","display_name":"Petascale computing","level":3,"score":0.8985352516174316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8914576768875122},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8853722214698792},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7849078178405762},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6698498725891113},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5693424940109253},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.5436950325965881},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.495630145072937},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.43693408370018005},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4203932285308838},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3670901656150818},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.33083802461624146},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19620868563652039},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.14796492457389832},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1332666575908661}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3233/978-1-61499-041-3-351","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-041-3-351","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},{"id":"mag:1503333892","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1201.2118.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:digitalcommons.lsu.edu:physics_astronomy_pubs-2510","is_oa":false,"landing_page_url":"https://digitalcommons.lsu.edu/physics_astronomy_pubs/1430","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.433.6531","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.433.6531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.lsu.edu/koppel/pubs/ParCo2011.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.763.7570","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.763.7570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1201.2118.pdf","raw_type":"text"},{"id":"pmh:oai:digitalcommons.lsu.edu:eecs_pubs-1644","is_oa":false,"landing_page_url":"https://digitalcommons.lsu.edu/eecs_pubs/645","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-1644","is_oa":false,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/645","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"mag:1503333892","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1201.2118.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3007424606","https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W3037515626","https://openalex.org/W4394633758","https://openalex.org/W2502510154"],"abstract_inverted_index":{"Heterogeneous":[0],"systems":[1,140],"are":[2,84],"becoming":[3],"more":[4],"common":[5],"on":[6,28,54,66,79,136],"High":[7],"Performance":[8],"Computing":[9],"(HPC)":[10],"systems.":[11],"Even":[12],"using":[13],"tools":[14,89],"like":[15],"CUDA":[16,74],"and":[17,69,93,101],"OpenCL":[18],"it":[19],"is":[20],"a":[21,119,159],"non-trivial":[22,151],"task":[23,35],"to":[24,32,73,86,109],"obtain":[25],"optimal":[26],"performance":[27],"the":[29,67,124,143,149],"GPU.":[30],"Approaches":[31],"simplifying":[33],"this":[34,112],"include":[36],"Merge":[37],"(a":[38,47,58],"library":[39],"based":[40,78],"framework":[41,48,122],"for":[42,49,62,90,99,102,123,134],"heterogeneous":[43],"multi-core":[44],"systems),":[45],"Zippy":[46],"parallel":[50,129],"execution":[51],"of":[52,95,105,126,153],"codes":[53,108,131],"multiple":[55],"GPUs),":[56],"BSGP":[57],"new":[59,120,160],"programming":[60],"language":[61],"general":[63],"purpose":[64],"computation":[65],"GPU)":[68],"CUDA-lite":[70],"(an":[71],"enhancement":[72],"that":[75,164],"transforms":[76],"code":[77,163],"annotations).":[80],"In":[81],"addition,":[82],"efforts":[83],"underway":[85],"improve":[87],"compiler":[88],"automatic":[91,103],"parallelization":[92],"optimization":[94],"affine":[96],"loop":[97],"nests":[98],"GPUs":[100],"translation":[104],"OpenMP":[106],"parallelized":[107],"CUDA.":[110],"\r\nIn":[111],"paper":[113],"we":[114,156],"present":[115],"an":[116],"alternative":[117],"approach:":[118],"computational":[121],"development":[125],"massively":[127],"data":[128],"scientific":[130],"applications":[132],"suitable":[133],"use":[135],"such":[137],"petascale/exascale":[138],"hybrid":[139],"built":[141],"upon":[142],"highly":[144],"scalable":[145],"Cactus":[146],"framework.":[147],"As":[148],"first":[150],"demonstration":[152],"its":[154],"usefulness,":[155],"successfully":[157],"developed":[158],"3D":[161],"CFD":[162],"achieves":[165],"improved":[166],"performance.":[167]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}