{"id":"https://openalex.org/W4283659849","doi":"https://doi.org/10.1177/15501329221107868","title":"Design of a general complex problem-solving architecture based on task management and predictive optimization","display_name":"Design of a general complex problem-solving architecture based on task management and predictive optimization","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4283659849","doi":"https://doi.org/10.1177/15501329221107868"},"language":"en","primary_location":{"id":"doi:10.1177/15501329221107868","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221107868","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/15501329221107868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048530085","display_name":"Shabir Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shabir Ahmad","raw_affiliation_strings":["Department of Computer Engineering, Gachon University, Seongnam-Si, Korea"],"raw_orcid":"https://orcid.org/0000-0002-8788-2717","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gachon University, Seongnam-Si, Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010843668","display_name":"Salman Khan","orcid":"https://orcid.org/0000-0003-0277-5021"},"institutions":[{"id":"https://openalex.org/I90610274","display_name":"University of Engineering and Technology Peshawar","ror":"https://ror.org/00p034093","country_code":"PK","type":"education","lineage":["https://openalex.org/I90610274"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Salman Khan","raw_affiliation_strings":["Department of Software Engineering, University of Engineering and Technology, Peshawar, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-0277-5021","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Engineering and Technology, Peshawar, Pakistan","institution_ids":["https://openalex.org/I90610274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023052774","display_name":"Faisal Jamil","orcid":"https://orcid.org/0000-0003-1994-6907"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Faisal Jamil","raw_affiliation_strings":["Department of Computer Engineering, Gachon University, Seongnam-Si, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gachon University, Seongnam-Si, Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027439209","display_name":"Faiza Qayyum","orcid":"https://orcid.org/0000-0001-9597-2387"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Faiza Qayyum","raw_affiliation_strings":["Department of Computer Engineering, Jeju National University, Jeju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024673301","display_name":"Abid Ali","orcid":"https://orcid.org/0000-0003-2917-6598"},"institutions":[{"id":"https://openalex.org/I2801349156","display_name":"University of Haripur","ror":"https://ror.org/05vtb1235","country_code":"PK","type":"education","lineage":["https://openalex.org/I2801349156"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abid Ali","raw_affiliation_strings":["Department of Computer Engineering, University of Haripur, Haripur, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Haripur, Haripur, Pakistan","institution_ids":["https://openalex.org/I2801349156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004507358","display_name":"Do\u2010Hyeun Kim","orcid":"https://orcid.org/0000-0002-3457-2301"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"DoHyeun Kim","raw_affiliation_strings":["Department of Computer Engineering, Jeju National University, Jeju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Korea","institution_ids":["https://openalex.org/I83202590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004507358"],"corresponding_institution_ids":["https://openalex.org/I83202590"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.6665,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.83563147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"6","first_page":"155013292211078","last_page":"155013292211078"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11479","display_name":"Smart Cities and Technologies","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8371836543083191},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6234484910964966},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5310105681419373},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5066547989845276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49383506178855896},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48257651925086975},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45788729190826416},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42888569831848145},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4247451722621918},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3462163805961609},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.334150493144989},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1693722903728485},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12446427345275879}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8371836543083191},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6234484910964966},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5310105681419373},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5066547989845276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49383506178855896},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48257651925086975},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45788729190826416},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42888569831848145},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4247451722621918},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3462163805961609},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.334150493144989},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1693722903728485},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12446427345275879},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/15501329221107868","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221107868","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:18:y:2022:i:6:p:15501329221107868","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/15501329221107868","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"},{"id":"pmh:oai:doaj.org/article:4ce99d6f7670483288ab33af8f9c0178","is_oa":true,"landing_page_url":"https://doaj.org/article/4ce99d6f7670483288ab33af8f9c0178","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 18 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/15501329221107868","is_oa":true,"landing_page_url":"https://doi.org/10.1177/15501329221107868","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7904249020","display_name":null,"funder_award_id":"NO. 2022-0-00980","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1966130141","https://openalex.org/W2577559393","https://openalex.org/W2752065745","https://openalex.org/W2793215064","https://openalex.org/W2800069953","https://openalex.org/W2808100383","https://openalex.org/W2884307056","https://openalex.org/W2885819640","https://openalex.org/W2907618619","https://openalex.org/W2919990944","https://openalex.org/W2921739915","https://openalex.org/W2946471309","https://openalex.org/W2974795415","https://openalex.org/W2989610334","https://openalex.org/W4248375863","https://openalex.org/W4249967843","https://openalex.org/W4251369139"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W876159576","https://openalex.org/W2943612818","https://openalex.org/W1994346114"],"abstract_inverted_index":{"Many":[0],"real-life":[1],"problems":[2],"have":[3],"different":[4,218,222,240],"contradicting":[5],"goals":[6],"and":[7,45,88,133,144,182,211,221,226],"no":[8],"simple":[9],"solution.":[10],"Therefore,":[11],"an":[12],"analysis":[13],"is":[14,26,40,46,94,176,196,215],"made":[15],"to":[16,97,198],"select":[17],"the":[18,23,28,32,56,60,72,76,79,89,99,103,109,117,166,169,180,185,189,200,227,231],"appropriate":[19],"solution":[20,186],"based":[21,107,187],"on":[22,69,108,188],"scenario,":[24],"which":[25,178],"considered":[27],"best":[29],"compromise":[30],"toward":[31],"achievement":[33],"of":[34,49,78,82,91,105,149,159,165,168,224],"a":[35,47,121,135,237],"goal.":[36],"In":[37,126],"literature,":[38],"it":[39,93],"known":[41],"as":[42,85,120],"complex":[43,64,118,139,201],"problem-solving":[44,65,119,140],"kind":[48],"paradigm":[50],"that":[51,230],"has":[52,66],"been":[53],"around":[54],"since":[55],"last":[57],"century,":[58],"but":[59],"cognition":[61,100,164],"involved":[62],"in":[63,71,147],"purely":[67],"relied":[68],"experts":[70],"field.":[73],"However,":[74],"with":[75,102],"evolution":[77],"current":[80],"stack":[81],"technologies":[83],"such":[84],"artificial":[86,163],"intelligence":[87],"Internet":[90,148],"Things,":[92],"quite":[95],"possible":[96],"perform":[98],"process":[101],"help":[104],"machines":[106],"previously-trained":[110],"historical":[111,160],"data.":[112],"Our":[113],"previous":[114],"work":[115,132],"proposed":[116,155,232],"service":[122],"for":[123,138,162,206,239],"smart":[124,152,241],"cities.":[125],"this":[127,131],"article,":[128],"we":[129],"extend":[130],"propose":[134],"generic":[136,151],"architecture":[137,195,214,233],"using":[141],"task":[142,193],"orchestration":[143,194],"predictive":[145,174],"optimization":[146,175],"Things\u2013enabled":[150],"space.":[153],"The":[154,192,213],"framework":[156],"makes":[157],"use":[158],"data":[161],"complexity":[167],"given":[170,190],"problem.":[171],"For":[172],"this,":[173],"used,":[177],"identifies":[179],"problem":[181,202],"intelligently":[183],"predict":[184],"constraints.":[191],"used":[197,236],"decompose":[199],"into":[203,209],"small":[204],"tasks":[205],"real-world":[207],"deployment":[208],"sensors":[210],"actuators.":[212],"evaluated":[216],"against":[217],"load":[219],"conditions":[220],"categories":[223],"problems,":[225],"results":[228],"suggest":[229],"can":[234],"be":[235],"commonplace":[238],"space":[242],"solutions.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}