{"id":"https://openalex.org/W2132316133","doi":"https://doi.org/10.1145/1629075.1629078","title":"Dynamic load balancing for I/O-intensive applications on clusters","display_name":"Dynamic load balancing for I/O-intensive applications on clusters","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2132316133","doi":"https://doi.org/10.1145/1629075.1629078","mag":"2132316133"},"language":"en","primary_location":{"id":"doi:10.1145/1629075.1629078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629075.1629078","pdf_url":null,"source":{"id":"https://openalex.org/S158124317","display_name":"ACM Transactions on Storage","issn_l":"1553-3077","issn":["1553-3077","1553-3093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Storage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1068&context=csearticles","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115589629","display_name":"Xiao Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Qin","raw_affiliation_strings":["Auburn University, AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, AL","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054285749","display_name":"Hong Jiang","orcid":"https://orcid.org/0000-0002-1477-9751"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Jiang","raw_affiliation_strings":["University of Nebraska, Lincoln","#N##TAB##TAB##TAB##TAB# University of Nebraska-Lincoln#N##TAB##TAB##TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nebraska, Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# University of Nebraska-Lincoln#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008823812","display_name":"Adam Manzanares","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Manzanares","raw_affiliation_strings":["Auburn University, AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, AL","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639518","display_name":"Xiaojun Ruan","orcid":"https://orcid.org/0000-0002-9359-5319"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaojun Ruan","raw_affiliation_strings":["Auburn University, AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, AL","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047865361","display_name":"Shu Yin","orcid":"https://orcid.org/0000-0001-6500-1790"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu Yin","raw_affiliation_strings":["Auburn University, AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, AL","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0525,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93802161,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"5","issue":"3","first_page":"1","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998000264167786,"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/T10715","display_name":"Distributed and Parallel Computing Systems","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.8849897980690002},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.7120378613471985},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.619490385055542},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6166887879371643},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.553564190864563},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4686875641345978},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.4615481197834015},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.458683043718338},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.415961891412735},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09488275647163391}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8849897980690002},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.7120378613471985},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.619490385055542},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6166887879371643},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.553564190864563},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4686875641345978},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.4615481197834015},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.458683043718338},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.415961891412735},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09488275647163391},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/1629075.1629078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629075.1629078","pdf_url":null,"source":{"id":"https://openalex.org/S158124317","display_name":"ACM Transactions on Storage","issn_l":"1553-3077","issn":["1553-3077","1553-3093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Storage","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.unl.edu:csearticles-1068","is_oa":true,"landing_page_url":"https://digitalcommons.unl.edu/csearticles/62","pdf_url":"https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1068&context=csearticles","source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Computing: Faculty Publications","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.224.2180","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.224.2180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.2756","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.2756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eng.auburn.edu/users/xzq0001/pubs/iolb-tos09.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.476.3891","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.476.3891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://digitalcommons.unl.edu/cgi/viewcontent.cgi?article%3D1068%26context%3Dcsearticles","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.970.2","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.970.2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Hong_Jiang9/publication/220398205_Dynamic_load_balancing_for_IO-intensive_applications_on_clusters/links/0deec523c727410481000000.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.981.9265","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.981.9265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Hong_Jiang9/publication/220398205_Dynamic_load_balancing_for_IO-intensive_applications_on_clusters/links/0deec523c727410481000000.pdf?origin%3Dpublication_detail","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:digitalcommons.unl.edu:csearticles-1068","is_oa":true,"landing_page_url":"https://digitalcommons.unl.edu/csearticles/62","pdf_url":"https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1068&context=csearticles","source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Computing: Faculty Publications","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1155768341","display_name":null,"funder_award_id":"CCF-0845257 (CAREER)CNS-0757778 (CSR)CCF-0742187 (CPA)CNS-0917137 (CSR)CNS-0831502 (CyberTrust)CNS-0855251 (CRI)OCI-0753305 (CI-TEAM)DUE-0837341 (CCLI)DUE-0830831 (SFS)OCI-0753305 (CI-TEAM)","funder_id":"https://openalex.org/F4320337377","funder_display_name":"Office of Advanced Cyberinfrastructure"},{"id":"https://openalex.org/G2379587053","display_name":null,"funder_award_id":"2005-04-070","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"},{"id":"https://openalex.org/G2484054791","display_name":null,"funder_award_id":"CCF-0845257 (CAREER)CNS-0757778 (CSR)CCF-0742187 (CPA)CNS-0917137 (CSR)CNS-0831502 (CyberTrust)CNS-0855251 (CRI)OCI-0753305 (CI-TEAM)DUE-0837341 (CCLI)DUE-0830831 (SFS)OCI-0753305 (CI-TEAM)","funder_id":"https://openalex.org/F4320337408","funder_display_name":"Division of Undergraduate Education"},{"id":"https://openalex.org/G2733499230","display_name":null,"funder_award_id":"CCF-0845257 (CAREER)CNS-0757778 (CSR)CCF-0742187 (CPA)CNS-0917137 (CSR)CNS-0831502 (CyberTrust)CNS-0855251 (CRI)OCI-0753305 (CI-TEAM)DUE-0837341 (CCLI)DUE-0830831 (SFS)OCI-0753305 (CI-TEAM)","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G5026832499","display_name":null,"funder_award_id":"CCF-0845257 (CAREER)CNS-0757778 (CSR)CCF-0742187 (CPA)CNS-0917137 (CSR)CNS-0831502 (CyberTrust)CNS-0855251 (CRI)OCI-0753305 (CI-TEAM)DUE-0837341 (CCLI)DUE-0830831 (SFS)OCI-0753305 (CI-TEAM)","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"}],"funders":[{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320337377","display_name":"Office of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"},{"id":"https://openalex.org/F4320337408","display_name":"Division of Undergraduate Education","ror":"https://ror.org/02kd4km72"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2132316133.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W189600134","https://openalex.org/W1484120854","https://openalex.org/W1488330426","https://openalex.org/W1551705780","https://openalex.org/W1593257397","https://openalex.org/W1602120431","https://openalex.org/W1603731243","https://openalex.org/W1604980444","https://openalex.org/W1819660368","https://openalex.org/W1912397051","https://openalex.org/W1973459706","https://openalex.org/W1976101744","https://openalex.org/W1988203515","https://openalex.org/W1990771431","https://openalex.org/W2022049964","https://openalex.org/W2061124414","https://openalex.org/W2063508512","https://openalex.org/W2066423492","https://openalex.org/W2068666958","https://openalex.org/W2077186241","https://openalex.org/W2086255846","https://openalex.org/W2099694856","https://openalex.org/W2103403933","https://openalex.org/W2103849716","https://openalex.org/W2107303919","https://openalex.org/W2110298485","https://openalex.org/W2117645881","https://openalex.org/W2119565742","https://openalex.org/W2122681248","https://openalex.org/W2128923165","https://openalex.org/W2132702012","https://openalex.org/W2140926207","https://openalex.org/W2147174532","https://openalex.org/W2149845852","https://openalex.org/W2152753975","https://openalex.org/W2155758343","https://openalex.org/W2157500316","https://openalex.org/W2159554946","https://openalex.org/W2159564781","https://openalex.org/W2159609717","https://openalex.org/W2161939327","https://openalex.org/W2167002152","https://openalex.org/W2173213060","https://openalex.org/W2214563453","https://openalex.org/W2970040153","https://openalex.org/W3141437129","https://openalex.org/W4231356307","https://openalex.org/W4233609110","https://openalex.org/W4237361228","https://openalex.org/W4242005397"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W3214280620","https://openalex.org/W2329539859","https://openalex.org/W3191490922","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W2794038527","https://openalex.org/W2151092287","https://openalex.org/W2523801036","https://openalex.org/W2505959877"],"abstract_inverted_index":{"Load":[0],"balancing":[1,26],"for":[2,55,131,194,199,229],"clusters":[3,62],"has":[4],"been":[5],"investigated":[6],"extensively,":[7],"mainly":[8],"focusing":[9],"on":[10],"the":[11,37,106,120,177,215,221,253,260,266],"effective":[12,51],"usage":[13],"of":[14,39,58,74,77,135,156,203,258,263],"global":[15],"CPU":[16,114],"and":[17,67,88,97,115,147,161,186,189,196,242],"memory":[18,86,116],"resources.":[19],"However,":[20],"previous":[21],"CPU-":[22,185],"or":[23,250],"memory-centric":[24],"load":[25,117,247],"schemes":[27,54,108,124,174,188,255],"suffer":[28],"significant":[29],"performance":[30,81,130,178,208,227,264],"drop":[31],"under":[32],"I/O-intensive":[33,95,158,230],"workloads":[34],"due":[35],"to":[36,93,100,127,141],"imbalance":[38],"I/O":[40,104,167,246],"load.":[41],"To":[42],"solve":[43],"this":[44,207],"problem,":[45],"we":[46,169],"propose":[47],"two":[48,56],"simple":[49],"yet":[50],"I/O-aware":[52],"load-balancing":[53,182],"types":[57],"clusters:":[59],"(1)":[60],"homogeneous":[61],"where":[63],"nodes":[64,78,101],"are":[65,72,125,217,256],"identical":[66],"(2)":[68],"heterogeneous":[69],"clusters,":[70],"which":[71],"comprised":[73],"a":[75,132,154,190,200],"variety":[76],"with":[79,102,165],"different":[80],"characteristics":[82],"in":[83,119,150],"computing":[84],"power,":[85],"capacity,":[87],"disk":[89],"speed.":[90],"In":[91],"addition":[92],"assigning":[94],"sequential":[96,197],"parallel":[98,159,163,195],"jobs":[99,164],"light":[103],"loads,":[105],"proposed":[107,173,222,254],"judiciously":[109],"take":[110],"into":[111],"account":[112],"both":[113],"sharing":[118],"system.":[121],"Therefore,":[122],"our":[123,172],"able":[126],"maintain":[128],"high":[129],"wide":[133],"spectrum":[134],"workloads.":[136],"We":[137],"develop":[138],"analytic":[139],"models":[140],"study":[142],"mean":[143],"slowdowns,":[144],"task":[145],"arrival,":[146],"transfer":[148],"processes":[149],"system":[151],"levels.":[152],"Using":[153],"set":[155,202],"real":[157],"applications":[160,216,231],"synthetic":[162],"various":[166],"characteristics,":[168],"show":[170],"that":[171],"consistently":[175],"improve":[176],"over":[179],"existing":[180,267],"non-I/O-aware":[181,268],"schemes,":[183],"including":[184],"Memory-aware":[187],"PBS-like":[191],"batch":[192],"scheduler":[193],"jobs,":[198],"diverse":[201],"workload":[204],"conditions.":[205],"Importantly,":[206],"improvement":[209],"becomes":[210],"much":[211],"more":[212],"pronounced":[213],"when":[214],"I/O-intensive.":[218],"For":[219],"example,":[220],"approaches":[223],"deliver":[224],"23.6--88.0":[225],"%":[226],"improvements":[228],"such":[232],"as":[233,265],"LU":[234],"decomposition,":[235],"Sparse":[236],"Cholesky,":[237],"Titan,":[238],"Parallel":[239],"text":[240],"searching,":[241],"Data":[243],"Mining.":[244],"When":[245],"is":[248],"low":[249],"well":[251],"balanced,":[252],"capable":[257],"maintaining":[259],"same":[261],"level":[262],"schemes.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}