{"id":"https://openalex.org/W2160484932","doi":"https://doi.org/10.1177/109434200001400305","title":"Efficient Performance Prediction for Large-Scale, Data-Intensive Applications","display_name":"Efficient Performance Prediction for Large-Scale, Data-Intensive Applications","publication_year":2000,"publication_date":"2000-08-01","ids":{"openalex":"https://openalex.org/W2160484932","doi":"https://doi.org/10.1177/109434200001400305","mag":"2160484932"},"language":"en","primary_location":{"id":"doi:10.1177/109434200001400305","is_oa":false,"landing_page_url":"https://doi.org/10.1177/109434200001400305","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/A5037383891","display_name":"Tahsin Kur\u00e7","orcid":"https://orcid.org/0000-0001-9237-4306"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tahsin Kurc","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101643026","display_name":"Mustafa Uysal","orcid":"https://orcid.org/0000-0002-7881-9046"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mustafa Uysal","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, California, U.S.A"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, California, U.S.A","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055059863","display_name":"Hyeonsang Eom","orcid":"https://orcid.org/0000-0002-1902-6767"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyeonsang Eom","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114001621","display_name":"Jeff Hollingsworth","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Hollingsworth","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072946826","display_name":"Joel Saltz","orcid":"https://orcid.org/0000-0002-3451-2165"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel Saltz","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A., Department of Pathology, Johns Hopkins University,\r                        Baltimore, Maryland, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A., Department of Pathology, Johns Hopkins University,\r                        Baltimore, Maryland, U.S.A","institution_ids":["https://openalex.org/I126744593","https://openalex.org/I145311948","https://openalex.org/I2799853436","https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016176451","display_name":"Alan Sussman","orcid":"https://orcid.org/0000-0003-1672-2879"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan Sussman","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037383891"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.74917853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"3","first_page":"216","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983999729156494,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8445357084274292},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.8232182264328003},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.6701111197471619},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5234320163726807},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5231500864028931},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4997529983520508},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4653070569038391},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4642651081085205},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"Performance prediction","score":0.45839130878448486},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4488258957862854},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4188443124294281},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3601608872413635},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20315444469451904},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14453697204589844},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.13746336102485657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1231529712677002},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0979737937450409}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445357084274292},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.8232182264328003},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.6701111197471619},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5234320163726807},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5231500864028931},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4997529983520508},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4653070569038391},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4642651081085205},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.45839130878448486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4488258957862854},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4188443124294281},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3601608872413635},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20315444469451904},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14453697204589844},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.13746336102485657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1231529712677002},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0979737937450409},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/109434200001400305","is_oa":false,"landing_page_url":"https://doi.org/10.1177/109434200001400305","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W71295551","https://openalex.org/W79257064","https://openalex.org/W183268822","https://openalex.org/W626464944","https://openalex.org/W1605065383","https://openalex.org/W1984523026","https://openalex.org/W2011530260","https://openalex.org/W2018352428","https://openalex.org/W2027102527","https://openalex.org/W2036750897","https://openalex.org/W2093456341","https://openalex.org/W2099562728","https://openalex.org/W2108698558","https://openalex.org/W2139824828","https://openalex.org/W2140926207","https://openalex.org/W2141342364","https://openalex.org/W2161438724","https://openalex.org/W2168395296","https://openalex.org/W2172148746","https://openalex.org/W2733883458","https://openalex.org/W4232528527","https://openalex.org/W4234510622","https://openalex.org/W4234821032"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2045348955","https://openalex.org/W2352028719","https://openalex.org/W2584886384","https://openalex.org/W2378667902","https://openalex.org/W352609212","https://openalex.org/W2083794993","https://openalex.org/W1511772879","https://openalex.org/W2791088446","https://openalex.org/W2052769075"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,24,31,64,109],"simulation-based":[4],"performance":[5,66,70,105],"prediction":[6,71,106],"framework":[7,16],"for":[8],"large-scale,":[9],"data-intensive":[10,113],"applications":[11,42],"on":[12,63],"large-scale":[13,73],"machines.":[14],"The":[15,57,77,101],"consists":[17],"of":[18,26,34,40,59,72,82,91,111],"two":[19],"components:":[20],"application":[21,47],"emulators":[22,29],"and":[23,37,43,99],"suite":[25,58],"simulators.":[27],"Application":[28],"provide":[30],"parameterized":[32],"model":[33],"data":[35,50,52,97],"access":[36],"computation":[38],"patterns":[39],"the":[41,89],"enable":[44],"changing":[45],"critical":[46],"components":[48],"(input":[49],"partitioning,":[51],"declustering,":[53],"processing":[54],"structure,":[55],"etc.).":[56],"simulators":[60],"executes":[61],"quickly":[62],"high":[65],"workstation":[67],"to":[68,79,87],"allow":[69],"parallel":[74],"machine":[75],"configurations.":[76],"key":[78],"efficient":[80],"simulation":[81],"very":[83],"large":[84],"configurations":[85],"is":[86],"elide":[88],"majority":[90],"low-level":[92],"hardware":[93],"events":[94],"while":[95],"preserving":[96],"dependencies":[98],"distributions.":[100],"authors":[102],"evaluate":[103],"their":[104],"tool":[107],"using":[108],"set":[110],"three":[112],"applications.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
