{"id":"https://openalex.org/W4401597649","doi":"https://doi.org/10.1109/coins61597.2024.10622122","title":"A Hybrid Swarm Intelligence Algorithm for Compute Cluster Selection Using Bee Colony Optimization with Random Sampling","display_name":"A Hybrid Swarm Intelligence Algorithm for Compute Cluster Selection Using Bee Colony Optimization with Random Sampling","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401597649","doi":"https://doi.org/10.1109/coins61597.2024.10622122"},"language":"en","primary_location":{"id":"doi:10.1109/coins61597.2024.10622122","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/coins61597.2024.10622122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","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/A5013733781","display_name":"Robert W. Tracey","orcid":"https://orcid.org/0000-0002-9947-2256"},"institutions":[{"id":"https://openalex.org/I4210129695","display_name":"United Utilities (United Kingdom)","ror":"https://ror.org/0393mwb72","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210129695"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Robert Tracey","raw_affiliation_strings":["IBM Research Europe Wrexham University,Warrington,U.K"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe Wrexham University,Warrington,U.K","institution_ids":["https://openalex.org/I4210129695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055138487","display_name":"Mobayode O. Akinsolu","orcid":"https://orcid.org/0000-0003-1164-5501"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]},{"id":"https://openalex.org/I2799505622","display_name":"Wrexham Maelor Hospital","ror":"https://ror.org/039mtkw55","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1286751378","https://openalex.org/I2799505622","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mobayode O. Akinsolu","raw_affiliation_strings":["Wrexham University,Wrexham,U.K"],"affiliations":[{"raw_affiliation_string":"Wrexham University,Wrexham,U.K","institution_ids":["https://openalex.org/I184856343","https://openalex.org/I2799505622"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090657646","display_name":"Vadim Elisseev","orcid":"https://orcid.org/0000-0002-2264-8751"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vadim Elisseev","raw_affiliation_strings":["IBM Research Europe Wrexham University University of Oxford,Warrington,U.K"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe Wrexham University University of Oxford,Warrington,U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001510099","display_name":"Fausto Martelli","orcid":"https://orcid.org/0000-0002-5350-8225"},"institutions":[{"id":"https://openalex.org/I4210115625","display_name":"Warrington Hospital","ror":"https://ror.org/0255fcy13","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210098082","https://openalex.org/I4210115625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fausto Martelli","raw_affiliation_strings":["IBM Research Europe,Warrington,U.K"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe,Warrington,U.K","institution_ids":["https://openalex.org/I4210115625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063438215","display_name":"Yuriy Vagapov","orcid":"https://orcid.org/0000-0002-2992-1482"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]},{"id":"https://openalex.org/I2799505622","display_name":"Wrexham Maelor Hospital","ror":"https://ror.org/039mtkw55","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1286751378","https://openalex.org/I2799505622","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuriy Vagapov","raw_affiliation_strings":["Wrexham University,Wrexham,U.K"],"affiliations":[{"raw_affiliation_string":"Wrexham University,Wrexham,U.K","institution_ids":["https://openalex.org/I184856343","https://openalex.org/I2799505622"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007426446","display_name":"Sultan Shoaib","orcid":"https://orcid.org/0000-0003-3937-5101"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]},{"id":"https://openalex.org/I2799505622","display_name":"Wrexham Maelor Hospital","ror":"https://ror.org/039mtkw55","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1286751378","https://openalex.org/I2799505622","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sultan Shoaib","raw_affiliation_strings":["Wrexham University,Wrexham,U.K"],"affiliations":[{"raw_affiliation_string":"Wrexham University,Wrexham,U.K","institution_ids":["https://openalex.org/I184856343","https://openalex.org/I2799505622"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013733781"],"corresponding_institution_ids":["https://openalex.org/I4210129695"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11063636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8932999968528748,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8932999968528748,"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/swarm-intelligence","display_name":"Swarm intelligence","score":0.8472585082054138},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7173774242401123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6700881719589233},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5950208306312561},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5002145767211914},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.4552435278892517},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.43082329630851746},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38047027587890625},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.37602683901786804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3695741295814514},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.366172194480896},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1782728135585785}],"concepts":[{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.8472585082054138},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7173774242401123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6700881719589233},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5950208306312561},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5002145767211914},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.4552435278892517},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.43082329630851746},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38047027587890625},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.37602683901786804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3695741295814514},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.366172194480896},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1782728135585785},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coins61597.2024.10622122","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/coins61597.2024.10622122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","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":34,"referenced_works":["https://openalex.org/W5124408","https://openalex.org/W1513982482","https://openalex.org/W1529965533","https://openalex.org/W1763673911","https://openalex.org/W2013517059","https://openalex.org/W2019741214","https://openalex.org/W2039400288","https://openalex.org/W2050977313","https://openalex.org/W2075863084","https://openalex.org/W2101814837","https://openalex.org/W2107941094","https://openalex.org/W2125757417","https://openalex.org/W2133783123","https://openalex.org/W2143560894","https://openalex.org/W2144317842","https://openalex.org/W2144681143","https://openalex.org/W2153441340","https://openalex.org/W2532525999","https://openalex.org/W2885965377","https://openalex.org/W2896990617","https://openalex.org/W2989762449","https://openalex.org/W2998553334","https://openalex.org/W3015376070","https://openalex.org/W3036137976","https://openalex.org/W3044912806","https://openalex.org/W3054497936","https://openalex.org/W3080751413","https://openalex.org/W3122247640","https://openalex.org/W4244309695","https://openalex.org/W4288614325","https://openalex.org/W4293572612","https://openalex.org/W4318711038","https://openalex.org/W4387272136","https://openalex.org/W4388921267"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2051623074","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W3012322385"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"a":[3],"new":[4],"hybrid":[5],"swarm":[6,14],"intelligence":[7,15],"algorithm":[8],"is":[9,47,60,155],"proposed":[10,45],"that":[11,98],"blends":[12],"traditional":[13],"(SI)":[16],"framework":[17],"with":[18,34,52,92,119,162],"random":[19,144],"sampling":[20],"to":[21,88,142,150,164],"have":[22],"an":[23,124,131],"improved":[24],"search":[25],"through":[26],"large":[27,151],"amounts":[28,152],"of":[29,128,136,148,153],"compute":[30],"cluster":[31,42,76,87,104],"data":[32,105,154],"(associated":[33],"computing":[35,109],"resource":[36,110],"allocation":[37,111],"and":[38,56,67,79,100,106,112,118,130],"utilization)":[39],"for":[40],"optimum":[41,86,108],"selection.":[43],"The":[44,146],"method":[46],"called":[48,61],"Bee":[49],"Colony":[50],"Optimization":[51],"Random":[53],"Sampling":[54],"(BCORS)":[55],"its":[57],"parallel":[58,143],"variant":[59],"Parallel":[62],"BCORS":[63,66,99],"(PBCORS).":[64],"Both":[65],"PBCORS":[68,101,149],"are":[69,90,138],"tested":[70],"using":[71,159],"High":[72],"Performance":[73],"Computer":[74],"(HPC)":[75],"specification":[77],"data,":[78],"their":[80],"convergence":[81],"speeds":[82],"in":[83,140],"finding":[84],"the":[85],"select":[89],"compared":[91],"alternative":[93],"methods.":[94],"Experimental":[95],"results":[96],"show":[97],"can":[102],"sort":[103],"provide":[107],"selection":[113],"faster":[114],"than":[115],"current":[116],"alternatives":[117],"less":[120],"memory":[121,134],"usage.":[122],"Specifically,":[123],"average":[125,132],"speed":[126],"improvement":[127],"68%":[129],"reduced":[133],"usage":[135],"120%":[137],"observed":[139],"comparison":[141],"sampling.":[145],"scalability":[147],"also":[156],"demonstrated":[157],"by":[158],"test":[160],"files":[161],"up":[163],"70,000":[165],"entries.":[166]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
