{"id":"https://openalex.org/W4240281945","doi":"https://doi.org/10.1080/18756891.2011.9727821","title":"Optimization of workflow scheduling in Utility Management System with hierarchical neural network","display_name":"Optimization of workflow scheduling in Utility Management System with hierarchical neural network","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W4240281945","doi":"https://doi.org/10.1080/18756891.2011.9727821"},"language":"en","primary_location":{"id":"doi:10.1080/18756891.2011.9727821","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727821","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/18756891.2011.9727821","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068320966","display_name":"Srdjan Vukmirovi\u0107","orcid":"https://orcid.org/0000-0002-5135-869X"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Srdjan Vukmirovic","raw_affiliation_strings":["Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084379948","display_name":"Aleksandar Erdeljan","orcid":"https://orcid.org/0000-0002-8970-6928"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Aleksandar Erdeljan","raw_affiliation_strings":["Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044554457","display_name":"Imre Lend\u00e1k","orcid":"https://orcid.org/0000-0001-6188-4936"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Imre Lendak","raw_affiliation_strings":["Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044487805","display_name":"Darko \u010capko","orcid":"https://orcid.org/0000-0002-9914-2804"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Darko Capko","raw_affiliation_strings":["Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and control department , University of Novi Sad , Trg Dositeja Obradovica 6, Novi Sad , Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs,lendak@uns.ac.rs,dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Computer and control department, University of Novi Sad, Trg Dositeja Obradovica 6, Novi Sad, Serbia E-mail: srdjanvu@uns.ac.rs, ftn_erdeljan@uns.ac.rs, lendak@uns.ac.rs, dcapko@uns.ac.rs","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031292868","display_name":"Nemanja Nedi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nemanja Nedic","raw_affiliation_strings":["Telvent DMS, LTD , Novi Sad , Serbia E-mail: nemanja.nedic@telventdms.com","Telvent DMS, LTD, Novi Sad, Serbia E-mail: nemanja.nedic@telventdms.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telvent DMS, LTD , Novi Sad , Serbia E-mail: nemanja.nedic@telventdms.com","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Telvent DMS, LTD, Novi Sad, Serbia E-mail: nemanja.nedic@telventdms.com","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":1.1654,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82139258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"4","first_page":"672","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9830999970436096,"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":0.8531361818313599},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6992255449295044},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6430255174636841},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6395386457443237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5400152802467346},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.46859732270240784},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4643447995185852},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4236685335636139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2769629955291748},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1678883135318756},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10822629928588867},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.08467257022857666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8531361818313599},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6992255449295044},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6430255174636841},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6395386457443237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5400152802467346},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.46859732270240784},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4643447995185852},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4236685335636139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2769629955291748},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1678883135318756},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10822629928588867},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.08467257022857666},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/18756891.2011.9727821","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727821","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/18756891.2011.9727821","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2011.9727821","pdf_url":null,"source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1525412686","https://openalex.org/W1973230906","https://openalex.org/W1978468300","https://openalex.org/W1995139569","https://openalex.org/W2032840363","https://openalex.org/W2089289085","https://openalex.org/W2113772341","https://openalex.org/W2134391826","https://openalex.org/W2137296062","https://openalex.org/W2137849067","https://openalex.org/W2144660204","https://openalex.org/W2162858955","https://openalex.org/W4210357744","https://openalex.org/W4241502551"],"related_works":["https://openalex.org/W1824707887","https://openalex.org/W2068583628","https://openalex.org/W169905258","https://openalex.org/W1570043218","https://openalex.org/W2162684709","https://openalex.org/W2115770466","https://openalex.org/W2111726532","https://openalex.org/W3146449452","https://openalex.org/W1503969631","https://openalex.org/W2014322002"],"abstract_inverted_index":{"Grid":[0,61],"computing":[1,6],"could":[2],"be":[3,19,112],"the":[4,58,73,82,90,95],"future":[5],"paradigm":[7],"for":[8,21,44,81,94],"enterprise":[9],"applications,":[10],"one":[11],"of":[12,33,97,107],"its":[13],"benefits":[14],"being":[15],"that":[16,49,104],"it":[17],"can":[18,111],"used":[20],"executing":[22],"large":[23,31],"scale":[24],"applications.":[25],"Utility":[26],"Management":[27,85],"Systems":[28],"execute":[29],"very":[30,36],"numbers":[32],"workflows":[34],"with":[35,87],"high":[37],"resource":[38],"requirements.":[39],"This":[40],"paper":[41],"proposes":[42],"architecture":[43],"a":[45,52],"new":[46],"scheduling":[47,53,74],"mechanism":[48],"dynamically":[50],"executes":[51],"algorithm":[54],"using":[55],"feedback":[56],"about":[57],"current":[59],"status":[60],"nodes.":[62],"Two":[63],"Artificial":[64,116],"Neural":[65,117],"Networks":[66],"were":[67],"created":[68,80],"in":[69],"order":[70],"to":[71],"solve":[72],"problem.":[75],"A":[76],"case":[77],"study":[78],"is":[79],"Meter":[83],"Data":[84],"system":[86,93],"measurements":[88],"from":[89],"Smart":[91],"Metering":[92],"city":[96],"Novi":[98],"Sad,":[99],"Serbia.":[100],"Performance":[101],"tests":[102],"show":[103],"significant":[105],"improvement":[106],"overall":[108],"execution":[109],"time":[110],"achieved":[113],"by":[114],"Hierarchical":[115],"Networks.":[118]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}