{"id":"https://openalex.org/W4390187732","doi":"https://doi.org/10.1109/iit59782.2023.10366413","title":"Tasks classification across edge servers nodes using K-means With multi-objective constraints Chebyshev distance","display_name":"Tasks classification across edge servers nodes using K-means With multi-objective constraints Chebyshev distance","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4390187732","doi":"https://doi.org/10.1109/iit59782.2023.10366413"},"language":"en","primary_location":{"id":"doi:10.1109/iit59782.2023.10366413","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iit59782.2023.10366413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Innovations in Information Technology (IIT)","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/A5093576948","display_name":"Imene Ayat","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Imene Ayat","raw_affiliation_strings":["Farhat Abbas University Setif1,Department of Computer Science,Setif,Algeria","Department of Computer Science, Farhat Abbas University Setif1, Setif, Algeria"],"affiliations":[{"raw_affiliation_string":"Farhat Abbas University Setif1,Department of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"Department of Computer Science, Farhat Abbas University Setif1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077833291","display_name":"Djamila Mechta","orcid":"https://orcid.org/0000-0003-3643-7979"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Djamila Mechta","raw_affiliation_strings":["Farhat Abbas University Setif1,Department of Computer Science,Setif,Algeria","Department of Computer Science, Farhat Abbas University Setif1, Setif, Algeria"],"affiliations":[{"raw_affiliation_string":"Farhat Abbas University Setif1,Department of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"Department of Computer Science, Farhat Abbas University Setif1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035128702","display_name":"Saad Harous","orcid":"https://orcid.org/0000-0001-6524-7352"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saad Harous","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,UAE","Department of Computer Science, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093576948"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21064082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","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":0.9932000041007996,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9763000011444092,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8946592807769775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7992312908172607},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5821349620819092},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5335960984230042},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5207021832466125},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5024847984313965},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43459275364875793},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4175947904586792},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2402326762676239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20722505450248718},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14102277159690857},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12991681694984436},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08040139079093933}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8946592807769775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7992312908172607},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5821349620819092},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5335960984230042},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5207021832466125},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5024847984313965},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43459275364875793},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4175947904586792},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2402326762676239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20722505450248718},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14102277159690857},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12991681694984436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08040139079093933}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iit59782.2023.10366413","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iit59782.2023.10366413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Innovations in Information Technology (IIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2105054767","https://openalex.org/W2138855215","https://openalex.org/W2170704906","https://openalex.org/W2319660501","https://openalex.org/W2353001802","https://openalex.org/W2416799949","https://openalex.org/W2515329741","https://openalex.org/W2543232345","https://openalex.org/W2797285154","https://openalex.org/W2915771847","https://openalex.org/W2964036159","https://openalex.org/W3016426533","https://openalex.org/W3021951958","https://openalex.org/W3107745887","https://openalex.org/W3130615170","https://openalex.org/W3131109661","https://openalex.org/W3192723375","https://openalex.org/W3200166540","https://openalex.org/W4312305354","https://openalex.org/W4381847852","https://openalex.org/W4382515280"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W3154796165","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Edge":[0],"computing":[1,232],"provides":[2],"benefits":[3],"such":[4],"as":[5,77,176],"reduced":[6],"latency":[7],"by":[8,84],"processing":[9,22],"data":[10],"closer":[11],"to":[12,20,158,180,203,223],"its":[13],"source,":[14],"but":[15],"it":[16,174],"faces":[17],"challenges":[18],"due":[19],"limited":[21],"power,":[23],"memory,":[24],"and":[25,32,60,66,74,79,100,105,152,197,210,227],"storage":[26],"capacity.":[27],"To":[28],"address":[29],"these":[30,185],"limitations":[31],"enhance":[33,211],"system":[34],"efficiency,":[35],"task":[36,167,215,226],"classification":[37,162,218],"becomes":[38],"crucial":[39],"in":[40,115,230],"edge":[41,61,75,106,231],"computing.":[42],"By":[43,188],"categorizing":[44],"tasks,":[45],"resources":[46],"can":[47],"be":[48],"allocated":[49],"effectively.":[50],"This":[51,217],"paper":[52],"presents":[53],"a":[54,177],"novel":[55],"approach":[56,201],"for":[57],"classifying":[58],"tasks":[59,73,104,193],"servers":[62,76],"based":[63],"on":[64,194],"CPU":[65],"memory":[67],"capacities.":[68],"The":[69,90],"proposed":[70,145],"model":[71,126],"treats":[72],"points":[78,99],"applies":[80],"the":[81,96,101,140,144,182,205,208,221],"K-means":[82,110],"method":[83],"adding":[85],"multi-objective":[86],"constraints":[87],"Chebyshev":[88],"distance.":[89],"distance":[91,97],"metric":[92],"considers":[93],"two":[94],"objectives:":[95],"between":[98],"number":[102],"of":[103,143,184,207],"servers.":[107],"Unlike":[108],"traditional":[109],"algorithms":[111],"that":[112,128,160],"often":[113],"result":[114],"clusters":[116,122],"with":[117],"either":[118],"one":[119,135],"server":[120],"or":[121,169,214],"without":[123],"servers,":[124,196],"our":[125,200],"ensures":[127],"nearly":[129],"every":[130],"cluster":[131],"contains":[132],"at":[133],"least":[134],"server.":[136],"Simulation":[137],"results":[138],"demonstrate":[139],"fast":[141],"convergence":[142],"model,":[146],"evaluated":[147],"through":[148],"clustering":[149],"using":[150],"inertia":[151],"silhouette":[153],"coefficient.":[154],"It":[155],"is":[156],"important":[157],"note":[159],"this":[161],"does":[163],"not":[164],"directly":[165],"influence":[166],"scheduling":[168],"resource":[170,212,228],"allocation":[171,213],"processes.":[172,187],"Instead,":[173],"serves":[175],"preliminary":[178],"step":[179],"improve":[181],"effectiveness":[183],"subsequent":[186],"strategically":[189],"placing":[190],"more":[191],"powerful":[192],"higher-capacity":[195],"vice":[198],"versa,":[199],"aims":[202],"reduce":[204],"workload":[206],"scheduler":[209],"scheduling.":[216],"framework":[219],"has":[220],"potential":[222],"achieve":[224],"efficient":[225],"management":[229],"environments.":[233]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}