{"id":"https://openalex.org/W3204255213","doi":"https://doi.org/10.1145/3458744.3474051","title":"Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows","display_name":"Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows","publication_year":2021,"publication_date":"2021-08-09","ids":{"openalex":"https://openalex.org/W3204255213","doi":"https://doi.org/10.1145/3458744.3474051","mag":"3204255213"},"language":"en","primary_location":{"id":"doi:10.1145/3458744.3474051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458744.3474051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"50th International Conference on Parallel Processing Workshop","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085537957","display_name":"Tu Mai Anh","orcid":"https://orcid.org/0000-0002-2419-2305"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tu Mai Anh Do","raw_affiliation_strings":["University of Southern California, Information Sciences Institute, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Information Sciences Institute, United States of America","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081878727","display_name":"Lo\u00efc Pottier","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Pottier","raw_affiliation_strings":["University of Southern California, Information Sciences Institute, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Information Sciences Institute, United States of America","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072339196","display_name":"Rafael Ferreira da Silva","orcid":"https://orcid.org/0000-0002-1720-0928"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira da Silva","raw_affiliation_strings":["University of Southern California, Information Sciences Institute, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Information Sciences Institute, United States of America","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052995286","display_name":"Silvina Ca\u00edno\u2010Lores","orcid":"https://orcid.org/0000-0002-6922-0138"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silvina Ca\u00edno-Lores","raw_affiliation_strings":["University of Tennessee at Knoxville, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee at Knoxville, United States of America","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078387820","display_name":"Michela Taufer","orcid":"https://orcid.org/0000-0002-0031-6377"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michela Taufer","raw_affiliation_strings":["University of Tennessee at Knoxville, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee at Knoxville, United States of America","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031941569","display_name":"Ewa Deelman","orcid":"https://orcid.org/0000-0001-5106-503X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ewa Deelman","raw_affiliation_strings":["University of Southern California, Information Sciences Institute, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Information Sciences Institute, United States of America","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9988999962806702,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.84441739320755},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.812212347984314},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5701282620429993},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5430026650428772},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5404613018035889},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.4521978497505188},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20446333289146423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.84441739320755},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.812212347984314},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5701282620429993},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5430026650428772},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5404613018035889},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.4521978497505188},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20446333289146423},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3458744.3474051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458744.3474051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"50th International Conference on Parallel Processing Workshop","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G5368344322","display_name":null,"funder_award_id":"1741040,1741057","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8848798565","display_name":null,"funder_award_id":"DE-SC0012636","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2020851807","https://openalex.org/W2029186981","https://openalex.org/W2029282088","https://openalex.org/W2038924755","https://openalex.org/W2052038479","https://openalex.org/W2136434791","https://openalex.org/W2296687957","https://openalex.org/W2326979787","https://openalex.org/W2332268196","https://openalex.org/W2469871946","https://openalex.org/W2564603438","https://openalex.org/W2565224701","https://openalex.org/W2578034899","https://openalex.org/W2606891699","https://openalex.org/W2796177908","https://openalex.org/W2800893514","https://openalex.org/W2898134157","https://openalex.org/W2902076893","https://openalex.org/W2991897961","https://openalex.org/W2993612696","https://openalex.org/W3012232415","https://openalex.org/W3015731845","https://openalex.org/W3043301038","https://openalex.org/W3098098342"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W2610550183","https://openalex.org/W2914112812"],"abstract_inverted_index":{"Scientific":[0],"breakthroughs":[1],"in":[2,7,205],"biomolecular":[3],"methods":[4,57],"and":[5,91,113,135,186,228],"improvements":[6,217],"hardware":[8],"technology":[9],"have":[10],"shifted":[11],"from":[12],"a":[13,18,169,232],"single":[14,233],"long-running":[15],"simulation":[16,34,227],"to":[17,60,159,171,220],"large":[19,62],"set":[20],"of":[21,64,77,126,164,175,177,201,218,223],"shorter":[22],"simulations":[23,69,79,90,112,134],"running":[24],"simultaneously,":[25],"called":[26],"an":[27,30,94,100,117,124,206],"ensemble.":[28,207],"In":[29,55,82,118,129],"ensemble,":[31],"each":[32],"independent":[33],"is":[35,121,156],"usually":[36],"coupled":[37,229],"with":[38,81,132],"several":[39],"analyses":[40,84,92,114,230],"that":[41,115,140,179,192],"apply":[42],"identical":[43],"or":[44,152],"distinct":[45],"algorithms":[46],"on":[47],"data":[48,65,109],"produced":[49],"by":[50,67],"the":[51,75,108,161,173,199],"corresponding":[52],"simulation.":[53],"Today,":[54],"situ":[56,83,119,130],"are":[58],"used":[59],"analyze":[61],"volumes":[63],"generated":[66],"scientific":[68],"at":[70],"runtime.":[71],"This":[72],"work":[73],"studies":[74],"execution":[76],"ensemble-based":[78],"paired":[80],"using":[85],"in-memory":[86],"staging":[87],"methods.":[88],"Because":[89],"forming":[93],"ensemble":[95,101,125],"typically":[96],"run":[97],"concurrently,":[98],"deploying":[99],"requires":[102],"efficient":[103],"co-location-aware":[104],"strategies,":[105],"making":[106],"sure":[107],"flow":[110],"between":[111],"form":[116],"workflow":[120],"efficient.":[122],"Using":[123],"molecular":[127],"dynamics":[128],"workflows":[131,178],"multiple":[133],"analyses,":[136],"we":[137,167],"first":[138],"show":[139],"collecting":[141],"traditional":[142],"metrics":[143],"such":[144],"as":[145],"makespan,":[146],"instructions":[147],"per":[148],"cycle,":[149],"memory":[150],"usage,":[151],"cache":[153],"miss":[154],"ratio":[155],"not":[157],"sufficient":[158],"characterize":[160],"complex":[162],"behaviors":[163],"ensembles.":[165],"Thus,":[166],"propose":[168],"method":[170,195],"evaluate":[172],"performance":[174,200,214],"ensembles":[176],"captures":[180],"resource":[181,184],"usage":[182],"(efficiency),":[183],"allocation,":[185],"component":[187,203],"placement.":[188],"Experimental":[189],"results":[190],"demonstrate":[191],"our":[193,213],"proposed":[194],"can":[196],"effectively":[197],"capture":[198],"different":[202,210],"placements":[204],"By":[208],"evaluating":[209],"co-location":[211],"scenarios,":[212],"indicator":[215],"demonstrates":[216],"up":[219],"four":[221],"orders":[222],"magnitude":[224],"when":[225],"co-locating":[226],"within":[231],"computational":[234],"host.":[235]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}