{"id":"https://openalex.org/W1980558577","doi":"https://doi.org/10.1177/1094342011414743","title":"Metrics for heterogeneous scientific workflows: A case study of an earthquake science application","display_name":"Metrics for heterogeneous scientific workflows: A case study of an earthquake science application","publication_year":2011,"publication_date":"2011-06-29","ids":{"openalex":"https://openalex.org/W1980558577","doi":"https://doi.org/10.1177/1094342011414743","mag":"1980558577"},"language":"en","primary_location":{"id":"doi:10.1177/1094342011414743","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342011414743","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"type":"article","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/A5033615057","display_name":"S. Callaghan","orcid":"https://orcid.org/0000-0001-5992-6025"},"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":true,"raw_author_name":"Scott Callaghan","raw_affiliation_strings":["University of Southern California, USA,","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA,","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044995026","display_name":"P. J. Maechling","orcid":"https://orcid.org/0000-0002-9221-7068"},"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":"Philip Maechling","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047489003","display_name":"Patrick Small","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":"Patrick Small","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001225447","display_name":"Kevin R. Milner","orcid":"https://orcid.org/0000-0002-9118-6378"},"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":"Kevin Milner","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005056823","display_name":"Gideon Juve","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":"Gideon Juve","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028735277","display_name":"T. H. Jordan","orcid":"https://orcid.org/0000-0001-6511-148X"},"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":"Thomas H Jordan","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031941569","display_name":"Ewa Deelman","orcid":"https://orcid.org/0000-0001-5106-503X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ewa Deelman","raw_affiliation_strings":["USC Information Sciences Institute, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034246908","display_name":"Gaurang Mehta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gaurang Mehta","raw_affiliation_strings":["USC Information Sciences Institute, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055471608","display_name":"Karan Vahi","orcid":"https://orcid.org/0000-0001-8622-2082"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karan Vahi","raw_affiliation_strings":["USC Information Sciences Institute, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027568646","display_name":"Dan Gunter","orcid":"https://orcid.org/0000-0002-2779-2744"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Gunter","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072810929","display_name":"K. Beattie","orcid":"https://orcid.org/0000-0001-5026-2023"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith Beattie","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090224743","display_name":"Christopher Brooks","orcid":"https://orcid.org/0000-0003-2722-2730"},"institutions":[{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Brooks","raw_affiliation_strings":["University of San Francisco, USA","University of San Francisco (USA)"],"affiliations":[{"raw_affiliation_string":"University of San Francisco, USA","institution_ids":["https://openalex.org/I76766440"]},{"raw_affiliation_string":"University of San Francisco (USA)","institution_ids":["https://openalex.org/I76766440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5033615057"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":5.1159,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95317067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"3","first_page":"274","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8923403024673462},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8738700151443481},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6043031215667725},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48791739344596863},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.47926852107048035},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4437520205974579},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3898182511329651},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3496789038181305},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3368687629699707},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.17011016607284546},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10698315501213074},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09932318329811096}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8923403024673462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8738700151443481},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6043031215667725},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48791739344596863},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.47926852107048035},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4437520205974579},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3898182511329651},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3496789038181305},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3368687629699707},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.17011016607284546},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10698315501213074},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09932318329811096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1094342011414743","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342011414743","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3649010","https://openalex.org/W1609508258","https://openalex.org/W1809943808","https://openalex.org/W1975394842","https://openalex.org/W2004716951","https://openalex.org/W2098944866","https://openalex.org/W2102817181","https://openalex.org/W2103803358","https://openalex.org/W2104449761","https://openalex.org/W2129666400","https://openalex.org/W2145277653","https://openalex.org/W2147639269","https://openalex.org/W2170815095","https://openalex.org/W2605336968","https://openalex.org/W2906604232","https://openalex.org/W4205231356","https://openalex.org/W4254786406","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3128980967","https://openalex.org/W2160425906","https://openalex.org/W1882733036","https://openalex.org/W1271724408","https://openalex.org/W117162150","https://openalex.org/W1992741870","https://openalex.org/W2380023786","https://openalex.org/W2311924499","https://openalex.org/W3131615421","https://openalex.org/W2546696010"],"abstract_inverted_index":{"Scientific":[0],"workflows":[1,76],"are":[2,41],"a":[3,101,157],"common":[4],"computational":[5,119],"model":[6],"for":[7],"performing":[8],"scientific":[9,17,24,75,89,103],"simulations.":[10],"They":[11],"may":[12,27],"include":[13,28],"many":[14,16,20],"jobs,":[15,37],"codes,":[18],"and":[19,33,62,77,93,125,128,134,137,152,193],"file":[21,126],"dependencies.":[22],"Since":[23],"workflow":[25,90,104,129],"applications":[26],"both":[29,118],"high-performance":[30],"computing":[31,35],"(HPC)":[32],"high-throughput":[34],"(HTC)":[36],"meaningful":[38],"performance":[39,91,142],"metrics":[40,49,52,68,92,96,116,168,206],"difficult":[42],"to":[43,69,172,207],"define,":[44],"as":[45,122,132,180,182],"neither":[46],"traditional":[47],"HPC":[48],"nor":[50],"HTC":[51],"fully":[53],"capture":[54,71],"the":[55,58,64,72,98,106,148,150,153,177,188,194,197],"extent":[56],"of":[57,66,74,100,146,160,176,184,190,196],"application.":[59],"We":[60,139,163],"describe":[61],"propose":[63],"use":[65],"alternative":[67],"accurately":[70],"scale":[73],"quantify":[78],"their":[79],"efficiency.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84,200],"present":[85],"several":[86],"specific":[87],"practical":[88],"discuss":[94],"these":[95],"in":[97],"context":[99],"large-scale":[102],"application,":[105,179],"Southern":[107],"California":[108],"Earthquake":[109],"Center":[110],"CyberShake":[111,202],"1.0":[112],"Map":[113],"calculation.":[114],"Our":[115],"reflect":[117],"performance,":[120,130],"such":[121,131],"floating-point":[123],"operations":[124],"access,":[127],"job":[133],"task":[135],"scheduling":[136],"execution.":[138],"break":[140],"down":[141],"into":[143],"three":[144],"levels":[145],"granularity:":[147],"task,":[149],"workflow,":[151],"application":[154,161,210],"levels,":[155],"presenting":[156],"complete":[158],"view":[159],"performance.":[162],"show":[164],"how":[165],"our":[166,204],"proposed":[167,205],"can":[169],"be":[170],"used":[171],"compare":[173],"multiple":[174],"invocations":[175],"same":[178],"well":[181],"executions":[183],"heterogeneous":[185],"applications,":[186],"quantifying":[187],"amount":[189],"work":[191],"performed":[192],"efficiency":[195],"work.":[198],"Finally,":[199],"analyze":[201],"using":[203],"determine":[208],"potential":[209],"optimizations.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
