{"id":"https://openalex.org/W2944182422","doi":"https://doi.org/10.3390/fi11050109","title":"Novel Approach to Task Scheduling and Load Balancing Using the Dominant Sequence Clustering and Mean Shift Clustering Algorithms","display_name":"Novel Approach to Task Scheduling and Load Balancing Using the Dominant Sequence Clustering and Mean Shift Clustering Algorithms","publication_year":2019,"publication_date":"2019-05-08","ids":{"openalex":"https://openalex.org/W2944182422","doi":"https://doi.org/10.3390/fi11050109","mag":"2944182422"},"language":"en","primary_location":{"id":"doi:10.3390/fi11050109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11050109","pdf_url":"https://www.mdpi.com/1999-5903/11/5/109/pdf?version=1557284315","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/11/5/109/pdf?version=1557284315","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021853002","display_name":"Amer Al\u2010Rahayfeh","orcid":null},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Amer Al-Rahayfeh","raw_affiliation_strings":["Department of Computer Science, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","Department of Computer Science, Al-Hussein Bin Talal University, Ma'an 71111, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]},{"raw_affiliation_string":"Department of Computer Science, Al-Hussein Bin Talal University, Ma'an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090733550","display_name":"Saleh Atiewi\uf020","orcid":"https://orcid.org/0000-0002-9376-3511"},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Saleh Atiewi","raw_affiliation_strings":["Department of Computer Science, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","Department of Computer Science, Al-Hussein Bin Talal University, Ma'an 71111, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]},{"raw_affiliation_string":"Department of Computer Science, Al-Hussein Bin Talal University, Ma'an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085123980","display_name":"Abdullah Abuhussein","orcid":"https://orcid.org/0000-0002-1350-6719"},"institutions":[{"id":"https://openalex.org/I173963315","display_name":"St. Cloud State University","ror":"https://ror.org/016czhx14","country_code":"US","type":"education","lineage":["https://openalex.org/I173963315","https://openalex.org/I91221267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdullah Abuhussein","raw_affiliation_strings":["Department of Information Systems, St. Cloud State University, St. Cloud, MN 56301, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, St. Cloud State University, St. Cloud, MN 56301, USA","institution_ids":["https://openalex.org/I173963315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021455872","display_name":"Muder Almiani","orcid":"https://orcid.org/0000-0003-0021-2364"},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Muder Almiani","raw_affiliation_strings":["Department of Computer Information Systems, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","Department of Computer Information Systems, Al-Hussein Bin Talal University, Ma'an 71111, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, Al-Hussein Bin Talal University, Ma\u2019an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]},{"raw_affiliation_string":"Department of Computer Information Systems, Al-Hussein Bin Talal University, Ma'an 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090733550"],"corresponding_institution_ids":["https://openalex.org/I100086675"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":7.7497,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97310842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"109","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9692999720573425,"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":0.8942943215370178},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.7492343187332153},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6951624155044556},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.541768491268158},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5192039608955383},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.471542626619339},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3809049129486084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15890347957611084},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11001536250114441},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.10890606045722961},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.09002402424812317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8942943215370178},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.7492343187332153},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6951624155044556},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.541768491268158},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5192039608955383},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.471542626619339},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3809049129486084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15890347957611084},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11001536250114441},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.10890606045722961},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.09002402424812317},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi11050109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11050109","pdf_url":"https://www.mdpi.com/1999-5903/11/5/109/pdf?version=1557284315","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:11:y:2019:i:5:p:109-:d:229097","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/11/5/109/","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:675a0bce4dd3461987de7d390a0a3969","is_oa":true,"landing_page_url":"https://doaj.org/article/675a0bce4dd3461987de7d390a0a3969","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 11, Iss 5, p 109 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/11/5/109/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi11050109","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi11050109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11050109","pdf_url":"https://www.mdpi.com/1999-5903/11/5/109/pdf?version=1557284315","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944182422.pdf","grobid_xml":"https://content.openalex.org/works/W2944182422.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1984746721","https://openalex.org/W2129468488","https://openalex.org/W2314164187","https://openalex.org/W2342942543","https://openalex.org/W2423177283","https://openalex.org/W2464889299","https://openalex.org/W2466051407","https://openalex.org/W2605100053","https://openalex.org/W2616575853","https://openalex.org/W2624952966","https://openalex.org/W2625191576","https://openalex.org/W2735710195","https://openalex.org/W2741500440","https://openalex.org/W2742681813","https://openalex.org/W2743762629","https://openalex.org/W2751605849","https://openalex.org/W2756347236","https://openalex.org/W2758648276","https://openalex.org/W2777790489","https://openalex.org/W2783831465","https://openalex.org/W2793686583","https://openalex.org/W2794554715","https://openalex.org/W2795611380","https://openalex.org/W2802578596","https://openalex.org/W2803750052","https://openalex.org/W2804862571","https://openalex.org/W2808057922","https://openalex.org/W2883753834","https://openalex.org/W2888786305","https://openalex.org/W2890531154","https://openalex.org/W6679478434","https://openalex.org/W6739774094","https://openalex.org/W6742053238","https://openalex.org/W6745046822","https://openalex.org/W6745108199","https://openalex.org/W6749768990","https://openalex.org/W6751969448","https://openalex.org/W6753287935"],"related_works":["https://openalex.org/W3004117068","https://openalex.org/W2043284556","https://openalex.org/W3175372827","https://openalex.org/W2488220206","https://openalex.org/W2146301767","https://openalex.org/W3204654320","https://openalex.org/W191730236","https://openalex.org/W4384948837","https://openalex.org/W4312680855","https://openalex.org/W1524016490"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"(CC)":[2],"is":[3,96,111,132,163],"fast-growing":[4],"and":[5,21,43,61,147,190],"frequently":[6],"adopted":[7],"in":[8,29,169],"information":[9],"technology":[10],"(IT)":[11],"environments":[12],"due":[13],"to":[14,154],"the":[15,26,30,36,39,77,107,141,172,178],"benefits":[16],"it":[17],"offers.":[18],"Task":[19],"scheduling":[20,42,60],"load":[22,44,69,142],"balancing":[23,45,131],"are":[24,74,118],"amongst":[25],"hot":[27],"topics":[28],"realm":[31],"of":[32,38,86],"CC.":[33],"To":[34],"overcome":[35],"shortcomings":[37],"existing":[40],"task":[41,59,92,95,110,166],"approaches,":[46],"we":[47,176],"propose":[48],"a":[49,62,121,136],"novel":[50],"approach":[51],"that":[52],"uses":[53],"dominant":[54],"sequence":[55],"clustering":[56,124],"(DSC)":[57],"for":[58,68,165],"weighted":[63,158],"least":[64,160],"connection":[65],"(WLC)":[66],"algorithm":[67,126],"balancing.":[70],"First,":[71],"users\u2019":[72],"tasks":[73,83],"clustered":[75,119],"using":[76,98,120,127,135,181],"DSC":[78],"algorithm,":[79,138],"which":[80,139,168],"represents":[81],"user":[82],"as":[84,149,151,184],"graph":[85],"one":[87],"or":[88,159],"more":[89],"clusters.":[90],"After":[91],"clustering,":[93],"each":[94],"ranked":[97],"Modified":[99],"Heterogeneous":[100],"Earliest":[101],"Finish":[102],"Time":[103],"(MHEFT)":[104],"algorithm.":[105],"where":[106],"highest":[108],"priority":[109],"scheduled":[112],"first.":[113],"Afterwards,":[114],"virtual":[115],"machines":[116],"(VM)":[117],"mean":[122],"shift":[123],"(MSC)":[125],"kernel":[128],"functions.":[129],"Load":[130],"subsequently":[133],"performed":[134],"WLC":[137],"distributes":[140],"based":[143],"on":[144],"server":[145,162],"weight":[146],"capacity":[148],"well":[150],"client":[152],"connectivity":[153],"server.":[155],"A":[156],"highly":[157],"connected":[161],"selected":[164],"allocation,":[167],"turn":[170],"increases":[171],"response":[173,185],"time.":[174],"Finally,":[175],"evaluate":[177],"proposed":[179],"architecture":[180],"metrics":[182],"such":[183],"time,":[186],"makespan,":[187],"resource":[188],"utilization,":[189],"service":[191],"reliability.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
