{"id":"https://openalex.org/W2968506281","doi":"https://doi.org/10.3390/jsan8030044","title":"Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm","display_name":"Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm","publication_year":2019,"publication_date":"2019-08-11","ids":{"openalex":"https://openalex.org/W2968506281","doi":"https://doi.org/10.3390/jsan8030044","mag":"2968506281"},"language":"en","primary_location":{"id":"doi:10.3390/jsan8030044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan8030044","pdf_url":"https://www.mdpi.com/2224-2708/8/3/44/pdf?version=1568597735","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"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":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2224-2708/8/3/44/pdf?version=1568597735","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006488537","display_name":"Ivana Strumberger","orcid":"https://orcid.org/0000-0002-1154-6696"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Ivana Strumberger","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-1154-6696","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067245090","display_name":"Milan Tuba","orcid":"https://orcid.org/0000-0003-3794-3056"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Milan Tuba","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-3794-3056","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-2062-924X","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050579174","display_name":"Eva Tuba","orcid":"https://orcid.org/0000-0003-4866-9048"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Eva Tuba","raw_affiliation_strings":["Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-4866-9048","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Singidunum University, Danijelova 32, 11010 Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067245090"],"corresponding_institution_ids":["https://openalex.org/I170253739"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":11.9135,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.98391711,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":"3","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/cloudlet","display_name":"Cloudlet","score":0.9100921154022217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8434576988220215},{"id":"https://openalex.org/keywords/cloudsim","display_name":"CloudSim","score":0.703281044960022},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.613662838935852},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5401477217674255},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5326148271560669},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5163384675979614},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.49770238995552063},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4833793044090271},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.47325995564460754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3032737970352173},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30012404918670654},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11071276664733887},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.08151015639305115},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06597352027893066}],"concepts":[{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.9100921154022217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8434576988220215},{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.703281044960022},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.613662838935852},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5401477217674255},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5326148271560669},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5163384675979614},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.49770238995552063},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4833793044090271},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.47325995564460754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3032737970352173},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30012404918670654},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11071276664733887},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.08151015639305115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06597352027893066}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/jsan8030044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan8030044","pdf_url":"https://www.mdpi.com/2224-2708/8/3/44/pdf?version=1568597735","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"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":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d1bd14e76c394895a55c7463cc1987af","is_oa":true,"landing_page_url":"https://doaj.org/article/d1bd14e76c394895a55c7463cc1987af","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":"Journal of Sensor and Actuator Networks, Vol 8, Iss 3, p 44 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2224-2708/8/3/44/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/jsan8030044","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":"Journal of Sensor and Actuator Networks","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jsan8030044","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan8030044","pdf_url":"https://www.mdpi.com/2224-2708/8/3/44/pdf?version=1568597735","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"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":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1527626225","display_name":null,"funder_award_id":"III-44006","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"}],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":108,"referenced_works":["https://openalex.org/W145972087","https://openalex.org/W196007500","https://openalex.org/W341879454","https://openalex.org/W1120107613","https://openalex.org/W1523741643","https://openalex.org/W1535723536","https://openalex.org/W1547198977","https://openalex.org/W1562272194","https://openalex.org/W1568214598","https://openalex.org/W1584703815","https://openalex.org/W1594976966","https://openalex.org/W1819809302","https://openalex.org/W1976744965","https://openalex.org/W1997485141","https://openalex.org/W2001915957","https://openalex.org/W2003506186","https://openalex.org/W2008602425","https://openalex.org/W2019645756","https://openalex.org/W2045287414","https://openalex.org/W2058710467","https://openalex.org/W2064663555","https://openalex.org/W2067435011","https://openalex.org/W2070615940","https://openalex.org/W2114296561","https://openalex.org/W2143560894","https://openalex.org/W2157745054","https://openalex.org/W2174651858","https://openalex.org/W2218919311","https://openalex.org/W2269210211","https://openalex.org/W2287814884","https://openalex.org/W2328769526","https://openalex.org/W2397994883","https://openalex.org/W2481410279","https://openalex.org/W2495349330","https://openalex.org/W2497603870","https://openalex.org/W2517600007","https://openalex.org/W2521433907","https://openalex.org/W2524104075","https://openalex.org/W2541451878","https://openalex.org/W2543580944","https://openalex.org/W2557745410","https://openalex.org/W2596205691","https://openalex.org/W2597654627","https://openalex.org/W2607631091","https://openalex.org/W2610837804","https://openalex.org/W2626346933","https://openalex.org/W2726620445","https://openalex.org/W2735541649","https://openalex.org/W2741903298","https://openalex.org/W2749161504","https://openalex.org/W2760113518","https://openalex.org/W2770519969","https://openalex.org/W2784157522","https://openalex.org/W2789491284","https://openalex.org/W2789856966","https://openalex.org/W2791522903","https://openalex.org/W2792637407","https://openalex.org/W2794584635","https://openalex.org/W2795132768","https://openalex.org/W2796679024","https://openalex.org/W2797745952","https://openalex.org/W2799991731","https://openalex.org/W2804814977","https://openalex.org/W2807193354","https://openalex.org/W2807905242","https://openalex.org/W2807918872","https://openalex.org/W2808214731","https://openalex.org/W2808887881","https://openalex.org/W2809058834","https://openalex.org/W2810185300","https://openalex.org/W2884177080","https://openalex.org/W2889074766","https://openalex.org/W2890654010","https://openalex.org/W2890937179","https://openalex.org/W2891163834","https://openalex.org/W2895733006","https://openalex.org/W2896785043","https://openalex.org/W2896804239","https://openalex.org/W2897964703","https://openalex.org/W2898827172","https://openalex.org/W2899545967","https://openalex.org/W2914250519","https://openalex.org/W2941204645","https://openalex.org/W2941816398","https://openalex.org/W2943021608","https://openalex.org/W2947683354","https://openalex.org/W2948049294","https://openalex.org/W2952822558","https://openalex.org/W2953588622","https://openalex.org/W2954020051","https://openalex.org/W2955950556","https://openalex.org/W2963103847","https://openalex.org/W2966936616","https://openalex.org/W2968597871","https://openalex.org/W3025831808","https://openalex.org/W3176596196","https://openalex.org/W4230466696","https://openalex.org/W4237573911","https://openalex.org/W4300824014","https://openalex.org/W6631478494","https://openalex.org/W6682642761","https://openalex.org/W6727472204","https://openalex.org/W6749398547","https://openalex.org/W6750502953","https://openalex.org/W6750734001","https://openalex.org/W6751971425","https://openalex.org/W6752924928","https://openalex.org/W6764887608"],"related_works":["https://openalex.org/W4286215631","https://openalex.org/W2749583014","https://openalex.org/W2319090219","https://openalex.org/W2959532461","https://openalex.org/W2544102541","https://openalex.org/W2539334553","https://openalex.org/W2951334301","https://openalex.org/W4234957192","https://openalex.org/W3194816971","https://openalex.org/W2097253184"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,27,33],"technology":[2],"enables":[3],"efficient":[4],"utilization":[5],"of":[6,62,76,90,111,137,145,208],"available":[7],"physical":[8,20],"resources":[9,34],"through":[10],"the":[11,17,25,38,55,63,77,88,97,118,127,135,138,146,161,164,178,183,194,201,209,219,228,235,241,262],"virtualization":[12],"where":[13],"different":[14],"clients":[15],"share":[16],"same":[18,195,202],"underlying":[19],"hardware":[21],"infrastructure.":[22],"By":[23],"utilizing":[24],"cloud":[26,57,246,263],"concept,":[28],"distributed,":[29],"scalable":[30],"and":[31,79,172,182,191,198,238],"elastic":[32],"are":[35],"provided":[36],"to":[37,87,234,261],"end-users":[39],"over":[40],"high":[41],"speed":[42],"computer":[43],"networks":[44],"(the":[45],"Internet).":[46],"Cloudlet":[47],"scheduling":[48,99,120,166,221,243],"that":[49,85,227,240],"has":[50,224],"a":[51,205],"significant":[52],"impact":[53],"on":[54,154,177,200],"overall":[56],"system":[58],"performance":[59],"represents":[60],"one":[61],"most":[64],"important":[65],"challenges":[66],"in":[67,126,245],"this":[68,71],"domain.":[69],"In":[70],"paper,":[72],"we":[73],"introduce":[74],"implementations":[75],"original":[78,236],"hybridized":[80,102,143,206,230],"monarch":[81,103,113,147,210],"butterfly":[82,104,114,148,211],"optimization":[83,105,115,149,212],"algorithm":[84,150,213,257],"belongs":[86],"category":[89],"swarm":[91],"intelligence":[92],"metaheuristics,":[93],"adapted":[94],"for":[95,117,163,217],"tackling":[96,218],"cloudlet":[98,119,165,220],"problem.":[100,222],"The":[101,141],"approach,":[106],"as":[107,109],"well":[108],"adaptations":[110],"any":[112],"version":[116,144,207],"problem,":[121],"could":[122],"not":[123],"be":[124,249],"found":[125],"literature":[128],"survey.":[129],"Both":[130],"algorithms":[131],"were":[132,168],"implemented":[133],"within":[134],"environment":[136],"CloudSim":[139],"platform.":[140],"proposed":[142,229],"was":[151],"first":[152],"tested":[153,199],"standard":[155],"benchmark":[156],"functions":[157],"and,":[158],"after":[159],"that,":[160],"simulations":[162],"problem":[167,203,244],"performed":[169],"using":[170,254],"artificial":[171],"real":[173],"data":[174],"sets.":[175],"Based":[176],"obtained":[179],"simulation":[180],"results":[181],"comparative":[184],"analysis":[185],"with":[186,258],"six":[187],"other":[188],"state-of-the-art":[189],"metaheuristics":[190],"heuristics,":[192],"under":[193],"experimental":[196],"conditions":[197],"instances,":[204],"proved":[214],"its":[215],"potential":[216],"It":[223],"been":[225],"established":[226],"implementation":[231],"is":[232],"superior":[233],"one,":[237],"also":[239],"task":[242],"environments":[247],"can":[248],"more":[250],"efficiently":[251],"solved":[252],"by":[253],"such":[255],"an":[256],"positive":[259],"implications":[260],"management.":[264]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
