{"id":"https://openalex.org/W2316327132","doi":"https://doi.org/10.1177/1094342015594515","title":"PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows","display_name":"PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows","publication_year":2015,"publication_date":"2015-07-15","ids":{"openalex":"https://openalex.org/W2316327132","doi":"https://doi.org/10.1177/1094342015594515","mag":"2316327132"},"language":"en","primary_location":{"id":"doi:10.1177/1094342015594515","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342015594515","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":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1265426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":["Information Sciences Institute, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049601801","display_name":"Christopher D. Carothers","orcid":"https://orcid.org/0000-0002-8862-9844"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Carothers","raw_affiliation_strings":["Rensselaer Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063480283","display_name":"Anirban Mandal","orcid":"https://orcid.org/0000-0001-5145-8618"},"institutions":[{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirban Mandal","raw_affiliation_strings":["RENCI/UNC Chapel Hill"],"affiliations":[{"raw_affiliation_string":"RENCI/UNC Chapel Hill","institution_ids":["https://openalex.org/I69048370","https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105521833","display_name":"Brian Tierney","orcid":"https://orcid.org/0000-0003-1607-2909"},"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":"Brian Tierney","raw_affiliation_strings":["Lawrence Berkeley National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061838490","display_name":"Jeffrey S. Vetter","orcid":"https://orcid.org/0000-0002-2449-6720"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeffrey S Vetter","raw_affiliation_strings":["Oak Ridge National Laboratory"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050863093","display_name":"Ilya Baldin","orcid":"https://orcid.org/0000-0001-7158-0143"},"institutions":[{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilya Baldin","raw_affiliation_strings":["RENCI/UNC Chapel Hill"],"affiliations":[{"raw_affiliation_string":"RENCI/UNC Chapel Hill","institution_ids":["https://openalex.org/I69048370","https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113825072","display_name":"Claris Castillo","orcid":null},"institutions":[{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Claris Castillo","raw_affiliation_strings":["RENCI/UNC Chapel Hill"],"affiliations":[{"raw_affiliation_string":"RENCI/UNC Chapel Hill","institution_ids":["https://openalex.org/I69048370","https://openalex.org/I114027177"]}]},{"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":["Information Sciences Institute, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075187387","display_name":"Dariusz Kr\u00f3l","orcid":"https://orcid.org/0000-0002-2715-6000"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"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":["PL","US"],"is_corresponding":false,"raw_author_name":"Dariusz Kr\u00f3l","raw_affiliation_strings":["AGH University of Science and Technology, Krakow, Poland","Information Sciences Institute, University of Southern California"],"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024866420","display_name":"V. E. Lynch","orcid":"https://orcid.org/0000-0002-5836-7636"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vickie Lynch","raw_affiliation_strings":["Oak Ridge National Laboratory"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006431474","display_name":"Ben Mayer","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Mayer","raw_affiliation_strings":["Oak Ridge National Laboratory"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102930858","display_name":"Jeremy Meredith","orcid":"https://orcid.org/0000-0002-4075-4216"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Meredith","raw_affiliation_strings":["Oak Ridge National Laboratory"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073026110","display_name":"Thomas Proffen","orcid":"https://orcid.org/0000-0002-1408-6031"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Proffen","raw_affiliation_strings":["Oak Ridge National Laboratory"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072444330","display_name":"Paul Ruth","orcid":"https://orcid.org/0000-0003-1744-847X"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Ruth","raw_affiliation_strings":["RENCI/UNC Chapel Hill"],"affiliations":[{"raw_affiliation_string":"RENCI/UNC Chapel Hill","institution_ids":["https://openalex.org/I69048370","https://openalex.org/I114027177"]}]},{"author_position":"last","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":["Information Sciences Institute, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5061838490"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":13.9451,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98430912,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"31","issue":"1","first_page":"4","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","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/T11195","display_name":"Simulation Techniques and Applications","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.9257333278656006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7709382176399231},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6499731540679932},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.6185342669487},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5741639137268066},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5210601687431335},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.489734411239624},{"id":"https://openalex.org/keywords/panorama","display_name":"Panorama","score":0.48351290822029114},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48017945885658264},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4491826295852661},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.42247021198272705},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4183172285556793},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.40827882289886475},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3472152054309845},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14126476645469666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11844214797019958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10122758150100708}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9257333278656006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7709382176399231},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6499731540679932},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.6185342669487},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5741639137268066},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5210601687431335},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.489734411239624},{"id":"https://openalex.org/C2780580889","wikidata":"https://www.wikidata.org/wiki/Q41363","display_name":"Panorama","level":2,"score":0.48351290822029114},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48017945885658264},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4491826295852661},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.42247021198272705},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4183172285556793},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.40827882289886475},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3472152054309845},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14126476645469666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11844214797019958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10122758150100708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1094342015594515","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342015594515","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.720.1874","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.720.1874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://isi.edu/%7Egideon/publications/Deelman-Panorama-2015.pdf","raw_type":"text"},{"id":"pmh:oai:osti.gov:1265426","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1265426","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1265426","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1265426","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W3649010","https://openalex.org/W125869453","https://openalex.org/W790410098","https://openalex.org/W1504380508","https://openalex.org/W1523058417","https://openalex.org/W1579684745","https://openalex.org/W1693036489","https://openalex.org/W1736267949","https://openalex.org/W1941096926","https://openalex.org/W1974534679","https://openalex.org/W1976533090","https://openalex.org/W1982008063","https://openalex.org/W1983046182","https://openalex.org/W1985847831","https://openalex.org/W1990431150","https://openalex.org/W1990911977","https://openalex.org/W1990920914","https://openalex.org/W1993960634","https://openalex.org/W1996081171","https://openalex.org/W1997967900","https://openalex.org/W1998082182","https://openalex.org/W2013769473","https://openalex.org/W2015953690","https://openalex.org/W2016395505","https://openalex.org/W2017625945","https://openalex.org/W2028351695","https://openalex.org/W2034019355","https://openalex.org/W2036295204","https://openalex.org/W2041025920","https://openalex.org/W2041430193","https://openalex.org/W2042120213","https://openalex.org/W2045271686","https://openalex.org/W2057218453","https://openalex.org/W2067005380","https://openalex.org/W2071169353","https://openalex.org/W2078962046","https://openalex.org/W2085227603","https://openalex.org/W2085980508","https://openalex.org/W2101986949","https://openalex.org/W2102061396","https://openalex.org/W2105162376","https://openalex.org/W2105512718","https://openalex.org/W2110372301","https://openalex.org/W2113691861","https://openalex.org/W2124155067","https://openalex.org/W2129562423","https://openalex.org/W2129666400","https://openalex.org/W2131629153","https://openalex.org/W2134520913","https://openalex.org/W2134545248","https://openalex.org/W2140980608","https://openalex.org/W2141306658","https://openalex.org/W2141662471","https://openalex.org/W2150981663","https://openalex.org/W2153657167","https://openalex.org/W2154513453","https://openalex.org/W2158882647","https://openalex.org/W2167200186","https://openalex.org/W2578190765","https://openalex.org/W2900860205","https://openalex.org/W3046682013","https://openalex.org/W3145888609","https://openalex.org/W3151452100","https://openalex.org/W4240916550","https://openalex.org/W4241406076","https://openalex.org/W4243619007","https://openalex.org/W4251681643"],"related_works":["https://openalex.org/W2391168633","https://openalex.org/W2385499106","https://openalex.org/W2376671203","https://openalex.org/W2375304607","https://openalex.org/W2049143847","https://openalex.org/W2354357087","https://openalex.org/W1574425962","https://openalex.org/W2110462752","https://openalex.org/W2353477037","https://openalex.org/W2387628393"],"abstract_inverted_index":{"Computational":[0],"science":[1],"is":[2,13,105],"well":[3],"established":[4],"as":[5,21],"the":[6,26,34,47,51,60,89,109,116,148],"third":[7],"pillar":[8],"of":[9,38,49,62,92,102,108,119,151],"scientific":[10,77,121,153],"discovery":[11],"and":[12,18,32,44,53,75,95,114,133,146],"on":[14],"par":[15],"with":[16],"experimentation":[17],"theory.":[19],"However,":[20],"we":[22],"move":[23],"closer":[24],"toward":[25],"ability":[27],"to":[28,72],"execute":[29],"exascale":[30],"calculations":[31],"process":[33],"ensuing":[35],"extreme-scale":[36,126],"amounts":[37],"data":[39,54,96],"produced":[40],"by":[41],"both":[42],"experiments":[43],"computations":[45],"alike,":[46],"complexity":[48],"managing":[50],"compute":[52],"analysis":[55,97],"tasks":[56],"has":[57],"grown":[58],"beyond":[59],"capabilities":[61],"domain":[63],"scientists.":[64],"Thus,":[65],"workflow":[66,85,140],"management":[67,86],"systems":[68,87,127,135],"are":[69],"absolutely":[70],"necessary":[71],"ensure":[73],"current":[74],"future":[76],"discoveries.":[78],"A":[79],"key":[80],"research":[81],"question":[82],"for":[83,112,144],"these":[84],"concerns":[88],"performance":[90,118,150],"optimization":[91],"complex":[93,120,152],"calculation":[94],"tasks.":[98],"The":[99],"central":[100],"contribution":[101],"this":[103],"article":[104],"a":[106,138],"description":[107],"PANORAMA":[110],"approach":[111,124],"modeling":[113],"diagnosing":[115],"run-time":[117],"workflows.":[122,154],"This":[123],"integrates":[125],"testbed":[128],"experimentation,":[129],"structured":[130],"analytical":[131],"modeling,":[132],"parallel":[134],"simulation":[136],"into":[137],"comprehensive":[139],"framework":[141],"called":[142],"Pegasus":[143],"understanding":[145],"improving":[147],"overall":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
