{"id":"https://openalex.org/W2398534651","doi":"https://doi.org/10.1145/2913712.2913716","title":"Value-Based Resource Management in High-Performance Computing Systems","display_name":"Value-Based Resource Management in High-Performance Computing Systems","publication_year":2016,"publication_date":"2016-05-27","ids":{"openalex":"https://openalex.org/W2398534651","doi":"https://doi.org/10.1145/2913712.2913716","mag":"2398534651"},"language":"en","primary_location":{"id":"doi:10.1145/2913712.2913716","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2913712.2913716","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2913716&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM 7th Workshop on Scientific Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2913716&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065156224","display_name":"Dylan Machovec","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dylan Machovec","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007796269","display_name":"Cihan Tunc","orcid":"https://orcid.org/0000-0001-5200-1097"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Tunc","raw_affiliation_strings":["University of Arizona, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"University of Arizona, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004874814","display_name":"Nirmal Kumbhare","orcid":"https://orcid.org/0000-0002-1578-5504"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nirmal Kumbhare","raw_affiliation_strings":["University of Arizona, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"University of Arizona, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075486091","display_name":"Bhavesh Khemka","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhavesh Khemka","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080974820","display_name":"Ali Akoglu","orcid":"https://orcid.org/0000-0001-7982-8991"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Akoglu","raw_affiliation_strings":["University of Arizona, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"University of Arizona, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057335897","display_name":"Salim Hariri","orcid":"https://orcid.org/0000-0003-3956-3401"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salim Hariri","raw_affiliation_strings":["University of Arizona, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"University of Arizona, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071577167","display_name":"Howard Jay Siegel","orcid":"https://orcid.org/0000-0001-6025-4916"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Howard Jay Siegel","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065156224"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":null,"apc_paid":null,"fwci":2.0672,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88265786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7782080173492432},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6104291677474976},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5762110948562622},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5752429366111755},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5692398548126221},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5516881346702576},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4999411106109619},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.44091448187828064},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4238366484642029},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38950616121292114},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3707812428474426},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22065144777297974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7782080173492432},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6104291677474976},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5762110948562622},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5752429366111755},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5692398548126221},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5516881346702576},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4999411106109619},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.44091448187828064},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4238366484642029},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38950616121292114},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3707812428474426},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22065144777297974},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2913712.2913716","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2913712.2913716","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2913716&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM 7th Workshop on Scientific Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2913712.2913716","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2913712.2913716","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2913716&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM 7th Workshop on Scientific Cloud Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G3646926003","display_name":null,"funder_award_id":"CNS-0923386","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4378381641","display_name":null,"funder_award_id":"CCF-1302693,CNS-0923386","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5402090779","display_name":null,"funder_award_id":"F-130","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8348926593","display_name":"SHF:Medium: Energy Efficient and Stochastically Robust Resource Allocation for Heterogeneous Computing","funder_award_id":"1302693","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8501870917","display_name":null,"funder_award_id":"CCF-1302693","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2398534651.pdf","grobid_xml":"https://content.openalex.org/works/W2398534651.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W375811165","https://openalex.org/W745703464","https://openalex.org/W1518798601","https://openalex.org/W1524554111","https://openalex.org/W1964505499","https://openalex.org/W1968005108","https://openalex.org/W1996689181","https://openalex.org/W2014070197","https://openalex.org/W2014194549","https://openalex.org/W2025397485","https://openalex.org/W2089477972","https://openalex.org/W2097025565","https://openalex.org/W2109546606","https://openalex.org/W2112168774","https://openalex.org/W2129629259","https://openalex.org/W2148904100","https://openalex.org/W2150074609","https://openalex.org/W2153779974","https://openalex.org/W2159139478","https://openalex.org/W2488636261","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W2352878646","https://openalex.org/W4252555497","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547"],"abstract_inverted_index":{"We":[0,88,113,140],"introduce":[1],"a":[2,29,42,51,65,93,122,144,160,183,186],"new":[3],"metric,":[4],"Value":[5],"of":[6,25,28,34,45,92,99,102,106,129,150,163,192,197],"Service":[7],"(VoS),":[8],"which":[9],"enables":[10],"resource":[11,187,208],"management":[12,209],"techniques":[13],"for":[14,120,143,153],"high-performance":[15],"computing":[16],"(HPC)":[17],"systems":[18],"to":[19,37,58,72,81,147,182],"take":[20],"into":[21],"consideration":[22],"the":[23,32,54,68,83,90,96,116,127,151],"value":[24,33,48,55,69,91,101,105,119,128],"completion":[26],"time":[27],"task":[30,40,75,94,123,178],"and":[31,64,104,137,195,205,219],"energy":[35,130],"used":[36],"compute":[38],"that":[39,156],"at":[41,124],"given":[43,145,161],"instant":[44],"time.":[46,164],"These":[47],"functions":[49],"have":[50],"soft-threshold,":[52],"where":[53,67,174],"function":[56,70],"begins":[57],"decrease":[59],"from":[60],"its":[61,100,110],"maximum":[62],"value,":[63],"hard-threshold,":[66],"goes":[71],"zero.":[73],"Each":[74],"has":[76],"an":[77,223],"associated":[78],"importance":[79,111],"factor":[80],"express":[82],"relative":[84],"significance":[85],"among":[86],"tasks.":[87],"define":[89,141],"as":[95],"weighted":[97],"sum":[98,149],"performance":[103],"energy,":[107],"multiplied":[108],"by":[109],"factor.":[112],"also":[114],"consider":[115],"variation":[117],"in":[118],"completing":[121],"different":[125,207],"time;":[126],"reduction":[131],"can":[132],"change":[133],"significantly":[134],"between":[135],"peak":[136],"non-peak":[138],"periods.":[139],"VoS":[142],"workload":[146],"be":[148,180],"values":[152],"all":[154],"tasks":[155],"are":[157],"executed":[158],"during":[159],"period":[162],"Our":[165],"system":[166],"model":[167],"is":[168,213],"based":[169,189,227],"on":[170,190,200,222],"virtual":[171],"machines":[172],"(VMs),":[173],"each":[175],"dynamically":[176],"arriving":[177],"will":[179],"assigned":[181],"VM":[184],"with":[185],"configuration":[188],"number":[191],"homogenous":[193],"cores":[194],"amount":[196],"memory.":[198],"Based":[199],"VoS,":[201],"we":[202],"design,":[203],"evaluate,":[204],"compare":[206],"heuristics.":[210],"This":[211],"comparison":[212],"done":[214],"over":[215],"various":[216],"simulation":[217],"scenarios":[218],"example":[220],"experiments":[221],"IBM":[224],"blade":[225],"server":[226],"system.":[228]},"counts_by_year":[{"year":2023,"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":4},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}