{"id":"https://openalex.org/W2122819719","doi":"https://doi.org/10.1109/ipdps.2002.1015479","title":"A metric and mixed-integer-programming-based approach for resource allocation in dynamic real-time systems","display_name":"A metric and mixed-integer-programming-based approach for resource allocation in dynamic real-time systems","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2122819719","doi":"https://doi.org/10.1109/ipdps.2002.1015479","mag":"2122819719"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2002.1015479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2002.1015479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 16th International Parallel and Distributed Processing Symposium","raw_type":"proceedings-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/A5006498240","display_name":"Sethavidh Gertphol","orcid":null},"institutions":[{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]},{"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":"S. Gertphol","raw_affiliation_strings":["Department of EE-Systems, University of Southern California, France","University of Southern California"],"affiliations":[{"raw_affiliation_string":"Department of EE-Systems, University of Southern California, France","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747990","display_name":"Yang Yu","orcid":"https://orcid.org/0000-0003-0456-7138"},"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"]},{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Yu","raw_affiliation_strings":["Department of EE-Systems, University of Southern California, France","University of Southern California"],"affiliations":[{"raw_affiliation_string":"Department of EE-Systems, University of Southern California, France","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111920123","display_name":"S.B. Gundala","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"]},{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.B. Gundala","raw_affiliation_strings":["Department of EE-Systems, University of Southern California, France","University of Southern California"],"affiliations":[{"raw_affiliation_string":"Department of EE-Systems, University of Southern California, France","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033166029","display_name":"Viktor K. Prasanna","orcid":"https://orcid.org/0000-0002-1609-8589"},"institutions":[{"id":"https://openalex.org/I2800817003","display_name":"Southern California University for Professional Studies","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]},{"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":"V.K. Prasanna","raw_affiliation_strings":["Department of EE-Systems, University of Southern California","University of Southern California"],"affiliations":[{"raw_affiliation_string":"Department of EE-Systems, University of Southern California","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I2800817003","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084129858","display_name":"Syed Arshad Ali","orcid":"https://orcid.org/0000-0001-5387-2724"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Ali","raw_affiliation_strings":["Purdue University, School of Electrical and Computer Engineering, USA","Purdue University"],"affiliations":[{"raw_affiliation_string":"Purdue University, School of Electrical and Computer Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018364461","display_name":"Jong\u2010Kook Kim","orcid":"https://orcid.org/0000-0003-1828-7807"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jong-Kook Kim","raw_affiliation_strings":["Purdue University, School of Electrical and Computer Engineering, USA","Purdue University"],"affiliations":[{"raw_affiliation_string":"Purdue University, School of Electrical and Computer Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014854157","display_name":"Anthony A. Maciejewski","orcid":"https://orcid.org/0000-0002-1376-5825"},"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":"A.A. Maciejewski","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University, USA","COLORADO STATE UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University, USA","institution_ids":["https://openalex.org/I92446798"]},{"raw_affiliation_string":"COLORADO STATE UNIVERSITY","institution_ids":["https://openalex.org/I92446798"]}]},{"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":"H.J. Siegel","raw_affiliation_strings":["Department of Computer Science, Colorado State University","COLORADO STATE UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University","institution_ids":["https://openalex.org/I92446798"]},{"raw_affiliation_string":"COLORADO STATE UNIVERSITY","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006498240"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"],"apc_list":null,"apc_paid":null,"fwci":3.0801,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92157421,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"10 pp","last_page":"10 pp"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9998999834060669,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9975000023841858,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9951000213623047,"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/integer-programming","display_name":"Integer programming","score":0.7305497527122498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7076334357261658},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6185295581817627},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5815945863723755},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5015473365783691},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.45002418756484985},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4169035255908966},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1978318989276886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16421246528625488},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12209087610244751},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08755400776863098},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07447344064712524}],"concepts":[{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.7305497527122498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076334357261658},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6185295581817627},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5815945863723755},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5015473365783691},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.45002418756484985},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4169035255908966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1978318989276886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16421246528625488},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12209087610244751},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08755400776863098},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07447344064712524},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ipdps.2002.1015479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2002.1015479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 16th International Parallel and Distributed Processing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.590.2872","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.590.2872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.engr.colostate.edu/~aam/pdf/conferences/65.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.650.3834","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.650.3834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://halcyon.usc.edu/~pk/prasannawebsite/papers/gertpholIPDPS02.pdf","raw_type":"text"},{"id":"pmh:oai:dspace.library.colostate.edu:10217/2449","is_oa":false,"landing_page_url":"http://hdl.handle.net/10217/2449","pdf_url":null,"source":{"id":"https://openalex.org/S4306402292","display_name":"Digital Collections of Colorado (Colorado State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I92446798","host_organization_name":"Colorado State University","host_organization_lineage":["https://openalex.org/I92446798"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Proceedings"}],"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/W197118576","https://openalex.org/W375811165","https://openalex.org/W1541906498","https://openalex.org/W1573956714","https://openalex.org/W1850023262","https://openalex.org/W2093268638","https://openalex.org/W2097025565","https://openalex.org/W2100282283","https://openalex.org/W2102228033","https://openalex.org/W2113612547","https://openalex.org/W2121018464","https://openalex.org/W2122750481","https://openalex.org/W2122819719","https://openalex.org/W2127044011","https://openalex.org/W2127467256","https://openalex.org/W2129437200","https://openalex.org/W2129890138","https://openalex.org/W2133172956","https://openalex.org/W2148777733","https://openalex.org/W2166149554","https://openalex.org/W2166627447","https://openalex.org/W3144691486","https://openalex.org/W6634365586"],"related_works":["https://openalex.org/W2052299349","https://openalex.org/W1901944325","https://openalex.org/W4297728441","https://openalex.org/W2187824534","https://openalex.org/W1925942709","https://openalex.org/W2047683846","https://openalex.org/W2044902158","https://openalex.org/W2082154838","https://openalex.org/W2109912052","https://openalex.org/W1711527768"],"abstract_inverted_index":{"Dynamic":[0],"real-time":[1],"systems":[2,6,19,29],"such":[3,63],"as":[4],"embedded":[5],"operate":[7],"in":[8,10,47,71,92,153],"environments":[9],"which":[11,53],"several":[12,22,143],"parameters":[13,36],"vary":[14],"at":[15],"run":[16],"time.":[17],"These":[18],"must":[20],"satisfy":[21],"performance":[23,42,85,122,162],"requirements.":[24,43],"Resource":[25],"allocation":[26,66,134],"on":[27],"these":[28],"becomes":[30],"challenging":[31],"because":[32],"variations":[33],"of":[34,40,74,98,110,145,156,163],"run-time":[35],"may":[37],"cause":[38],"violations":[39,45],"the":[41,48,65,69,72,96,108,118,137,188],"Performance":[44],"result":[46],"need":[49],"for":[50,60],"dynamic":[51],"re-allocation,":[52],"is":[54,79,128,165],"a":[55,75,83,99,103,132],"costly":[56],"operation.":[57],"A":[58,124],"method":[59],"allocating":[61],"resources":[62],"that":[64,113,135,180],"can":[67,114],"sustain":[68],"system":[70,119],"light":[73],"continuously":[76],"changing":[77],"environment":[78],"developed.":[80],"We":[81],"introduce":[82],"novel":[84],"metric":[86],"called":[87],"MAIL":[88,106,139],"(maximum":[89],"allowable":[90],"increase":[91],"load)":[93],"to":[94,130,149],"capture":[95],"effectiveness":[97],"resource":[100,104,133],"allocation.":[101],"Given":[102],"allocation,":[105],"quantifies":[107],"amount":[109],"additional":[111],"load":[112],"be":[115],"sustained":[116],"by":[117],"without":[120],"any":[121],"violations.":[123],"mixed-integer-programming-based":[125],"approach":[126],"(MIP)":[127],"developed":[129],"determine":[131],"has":[136],"highest":[138],"value.":[140],"Using":[141],"simulations,":[142],"sets":[144],"experiments":[146],"are":[147],"conducted":[148],"evaluate":[150],"our":[151],"heuristics":[152],"various":[154],"scenarios":[155],"machine":[157],"and":[158,174],"task":[159],"heterogeneities.":[160],"The":[161],"MIP":[164,181],"compared":[166,186],"with":[167,187],"three":[168],"other":[169,189],"heuristics:":[170],"integer-programming":[171],"based,":[172],"greedy,":[173],"classic":[175],"min-min.":[176],"Our":[177],"results":[178],"show":[179],"performs":[182],"significantly":[183],"better":[184],"when":[185],"heuristics.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}