{"id":"https://openalex.org/W2063893403","doi":"https://doi.org/10.1057/palgrave.jors.2601987","title":"Scheduling multi-stage parallel-processor services to minimize average response time","display_name":"Scheduling multi-stage parallel-processor services to minimize average response time","publication_year":2005,"publication_date":"2005-06-06","ids":{"openalex":"https://openalex.org/W2063893403","doi":"https://doi.org/10.1057/palgrave.jors.2601987","mag":"2063893403"},"language":"en","primary_location":{"id":"doi:10.1057/palgrave.jors.2601987","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2601987","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","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/A5040251307","display_name":"Ali Allahverdi","orcid":"https://orcid.org/0000-0002-8988-9226"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"A Allahverdi","raw_affiliation_strings":["Kuwait University Safat Kuwait"],"affiliations":[{"raw_affiliation_string":"Kuwait University Safat Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049640078","display_name":"Fawaz S. Al\u2013Anzi","orcid":"https://orcid.org/0000-0001-9967-8476"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"F S Al-Anzi","raw_affiliation_strings":["Kuwait University Safat Kuwait"],"affiliations":[{"raw_affiliation_string":"Kuwait University Safat Kuwait","institution_ids":["https://openalex.org/I36721946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040251307"],"corresponding_institution_ids":["https://openalex.org/I36721946"],"apc_list":null,"apc_paid":null,"fwci":1.7014,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86200804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"57","issue":"1","first_page":"101","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9959999918937683,"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/T12288","display_name":"Optimization and Search Problems","score":0.9957000017166138,"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/heuristics","display_name":"Heuristics","score":0.8262002468109131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7674990892410278},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7087963223457336},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5988985896110535},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47141310572624207},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.47100797295570374},{"id":"https://openalex.org/keywords/consistent-heuristic","display_name":"Consistent heuristic","score":0.43953025341033936},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4382942020893097},{"id":"https://openalex.org/keywords/null-move-heuristic","display_name":"Null-move heuristic","score":0.42951303720474243},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4240097105503082},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26457786560058594},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.2064659297466278},{"id":"https://openalex.org/keywords/incremental-heuristic-search","display_name":"Incremental heuristic search","score":0.19857057929039001},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1406063735485077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12959685921669006},{"id":"https://openalex.org/keywords/beam-search","display_name":"Beam search","score":0.10195672512054443},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.06839749217033386}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8262002468109131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7674990892410278},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7087963223457336},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5988985896110535},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47141310572624207},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.47100797295570374},{"id":"https://openalex.org/C200246849","wikidata":"https://www.wikidata.org/wiki/Q5163226","display_name":"Consistent heuristic","level":5,"score":0.43953025341033936},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4382942020893097},{"id":"https://openalex.org/C114290370","wikidata":"https://www.wikidata.org/wiki/Q1415915","display_name":"Null-move heuristic","level":3,"score":0.42951303720474243},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4240097105503082},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26457786560058594},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.2064659297466278},{"id":"https://openalex.org/C139979381","wikidata":"https://www.wikidata.org/wiki/Q17056021","display_name":"Incremental heuristic search","level":4,"score":0.19857057929039001},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1406063735485077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12959685921669006},{"id":"https://openalex.org/C19889080","wikidata":"https://www.wikidata.org/wiki/Q2835852","display_name":"Beam search","level":3,"score":0.10195672512054443},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.06839749217033386},{"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/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1057/palgrave.jors.2601987","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2601987","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:pal:jorsoc:v:57:y:2006:i:1:d:10.1057_palgrave.jors.2601987","is_oa":false,"landing_page_url":"http://link.springer.com/10.1057/palgrave.jors.2601987","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1964141385","https://openalex.org/W1967955864","https://openalex.org/W1982518627","https://openalex.org/W1983412100","https://openalex.org/W1996902831","https://openalex.org/W2033807699","https://openalex.org/W2034282101","https://openalex.org/W2040815373","https://openalex.org/W2053369599","https://openalex.org/W2062123760","https://openalex.org/W2062643432","https://openalex.org/W2068158216","https://openalex.org/W2068471948","https://openalex.org/W2068727565","https://openalex.org/W2090069860","https://openalex.org/W2094157672","https://openalex.org/W2098365734","https://openalex.org/W2146543244","https://openalex.org/W3198160809","https://openalex.org/W4233806350"],"related_works":["https://openalex.org/W2101174032","https://openalex.org/W3111117784","https://openalex.org/W2400861930","https://openalex.org/W2033001292","https://openalex.org/W2591041104","https://openalex.org/W2892176789","https://openalex.org/W1140243306","https://openalex.org/W2151616023","https://openalex.org/W1965402973","https://openalex.org/W2095409539"],"abstract_inverted_index":{"The":[0,27,74],"problem":[1,28,35],"of":[2,17,22,25,66,92,102,112,119,129,135,150,161],"scheduling":[3,44],"on":[4],"a":[5,23,32],"multi-stage":[6],"parallel-processor":[7],"architecture":[8],"in":[9,41,52],"computer":[10],"centres":[11],"is":[12,29,50,97,116],"addressed":[13],"with":[14],"the":[15,42,64,67,71,78,83,88,93,103,107,113,120,127,132,136,143,148,151,154,158,167],"objective":[16],"minimizing":[18],"average":[19,90,109],"completion":[20],"time":[21,111,134],"set":[24],"requests.":[26],"modelled":[30],"as":[31,126],"flexible":[33],"flowshop":[34,43],"for":[36],"which":[37],"few":[38],"heuristics":[39,69],"exist":[40],"literature.":[45],"A":[46],"new":[47],"three-phase":[48],"heuristic":[49,80,96,105,115,138],"proposed":[51,72,79,104,114,137,159],"this":[53],"paper.":[54],"An":[55],"extensive":[56],"computational":[57],"experiment":[58],"has":[59],"been":[60],"conducted":[61],"to":[62,142,157],"compare":[63],"performance":[65],"existing":[68,84,95,122,145,156],"and":[70],"heuristic.":[73],"results":[75],"indicate":[76],"that":[77,101],"significantly":[81],"outperforms":[82],"ones.":[85],"More":[86,124],"specifically,":[87],"overall":[89,108],"error":[91,152],"best":[94,121,144,155],"about":[98,117,162],"five":[99,163],"times":[100,164],"while":[106,147],"CPU":[110,133],"half":[118],"one.":[123],"importantly,":[125],"number":[128],"requests":[130],"increases,":[131],"decreases":[139],"considerably":[140],"(compared":[141],"heuristic)":[146,160],"ratio":[149],"(of":[153],"remains":[165],"almost":[166],"same.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
