{"id":"https://openalex.org/W2992981415","doi":"https://doi.org/10.1109/access.2019.2957436","title":"An Artificial Bee Colony Algorithm for Data Replication Optimization in Cloud Environments","display_name":"An Artificial Bee Colony Algorithm for Data Replication Optimization in Cloud Environments","publication_year":2019,"publication_date":"2019-12-03","ids":{"openalex":"https://openalex.org/W2992981415","doi":"https://doi.org/10.1109/access.2019.2957436","mag":"2992981415"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2957436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08920081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08920081.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050246695","display_name":"Rashed Salem","orcid":"https://orcid.org/0000-0001-5031-1446"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Rashed Salem","raw_affiliation_strings":["Information System Department, Faculty of Computers and Information, Menofia University, Shebin Elkom, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-5031-1446","affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Information, Menofia University, Shebin Elkom, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070582684","display_name":"Mustafa Abdul Salam","orcid":"https://orcid.org/0000-0003-1673-6947"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mustafa Abdul Salam","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, Benha University, Benha, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-1673-6947","affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Benha University, Benha, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007349672","display_name":"Hatem Abdelkader","orcid":"https://orcid.org/0000-0003-0606-215X"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hatem Abdelkader","raw_affiliation_strings":["Information System Department, Faculty of Computers and Information, Menofia University, Shebin Elkom, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-0606-215X","affiliations":[{"raw_affiliation_string":"Information System Department, Faculty of Computers and Information, Menofia University, Shebin Elkom, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079302124","display_name":"Ahmed Awad Mohamed","orcid":"https://orcid.org/0000-0003-2694-3982"},"institutions":[{"id":"https://openalex.org/I4210140988","display_name":"Cairo Higher Institute","ror":"https://ror.org/045rvh172","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210140988"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Awad Mohamed","raw_affiliation_strings":["Information System Department, Cairo Higher Institute for Languages and Simultaneous Interpretation, and Administrative Science, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-2694-3982","affiliations":[{"raw_affiliation_string":"Information System Department, Cairo Higher Institute for Languages and Simultaneous Interpretation, and Administrative Science, Cairo, Egypt","institution_ids":["https://openalex.org/I4210140988"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050246695"],"corresponding_institution_ids":["https://openalex.org/I63601056"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.9932,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96489123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"51841","last_page":"51852"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991999864578247,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.995199978351593,"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/knapsack-problem","display_name":"Knapsack problem","score":0.8862745761871338},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.7803669571876526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7383735179901123},{"id":"https://openalex.org/keywords/cloudsim","display_name":"CloudSim","score":0.6442795395851135},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6217690110206604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5698260068893433},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5298476219177246},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.5294066667556763},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3325159251689911},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.31025931239128113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27590125799179077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18795719742774963}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.8862745761871338},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.7803669571876526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383735179901123},{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.6442795395851135},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6217690110206604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5698260068893433},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5298476219177246},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.5294066667556763},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3325159251689911},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.31025931239128113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27590125799179077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18795719742774963},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2957436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08920081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0bc7e24ba35d44b697d3975ffb8f0393","is_oa":true,"landing_page_url":"https://doaj.org/article/0bc7e24ba35d44b697d3975ffb8f0393","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":"IEEE Access, Vol 8, Pp 51841-51852 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2957436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08920081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2992981415.pdf","grobid_xml":"https://content.openalex.org/works/W2992981415.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W197106676","https://openalex.org/W644481803","https://openalex.org/W985049445","https://openalex.org/W1841154843","https://openalex.org/W1977042441","https://openalex.org/W1987762584","https://openalex.org/W1997697235","https://openalex.org/W2001199469","https://openalex.org/W2022168880","https://openalex.org/W2030630130","https://openalex.org/W2043103855","https://openalex.org/W2057404998","https://openalex.org/W2074609907","https://openalex.org/W2084991164","https://openalex.org/W2087656234","https://openalex.org/W2089787979","https://openalex.org/W2097253184","https://openalex.org/W2141481407","https://openalex.org/W2156148602","https://openalex.org/W2169763149","https://openalex.org/W2186607480","https://openalex.org/W2198756567","https://openalex.org/W2223186009","https://openalex.org/W2258432161","https://openalex.org/W2278175403","https://openalex.org/W2317304195","https://openalex.org/W2343550300","https://openalex.org/W2402305308","https://openalex.org/W2402375511","https://openalex.org/W2482816082","https://openalex.org/W2492676814","https://openalex.org/W2509948877","https://openalex.org/W2510312459","https://openalex.org/W2512028947","https://openalex.org/W2556663394","https://openalex.org/W2560082255","https://openalex.org/W2582083445","https://openalex.org/W2607180393","https://openalex.org/W2625926059","https://openalex.org/W2769910944","https://openalex.org/W2803637429","https://openalex.org/W2972460744","https://openalex.org/W3101202209","https://openalex.org/W3102200094"],"related_works":["https://openalex.org/W2051623074","https://openalex.org/W2887705301","https://openalex.org/W1977042441","https://openalex.org/W2808804076","https://openalex.org/W2930891413","https://openalex.org/W2362117675","https://openalex.org/W2093786661","https://openalex.org/W1945506659","https://openalex.org/W2321326539","https://openalex.org/W2095458818"],"abstract_inverted_index":{"Cloud":[0,12,91],"computing":[1],"is":[2,49,241],"a":[3,25,50],"modern":[4],"technology":[5],"for":[6,75,134,186,246],"dealing":[7],"with":[8,92,159,207],"large-scale":[9],"data.":[10],"The":[11,44,233],"has":[13,69,118,151],"been":[14,70,119],"used":[15,33,120,152,168],"to":[16,64,72,94,121,129,138,153,169,194],"process":[17],"the":[18,53,65,82,90,109,114,131,139,148,160,177,187,195,199,208,224,228,238,247],"selection":[19,133],"and":[20,36,68,85,96,107,125,144,173,198,211,217,244],"placement":[21,98,189,249],"of":[22,52,55,190,201,213,250],"replications":[23,251],"on":[24,40],"large":[26],"scale.":[27],"Most":[28],"previous":[29],"studies":[30,38],"concerning":[31],"replication":[32,95,135],"mathematical":[34],"models,":[35],"few":[37],"focused":[39],"artificial":[41,161],"intelligence":[42,57],"(AI).":[43],"Artificial":[45],"Bee":[46],"Colony":[47],"(ABC)":[48],"member":[51],"family":[54],"swarm":[56],"based":[58],"algorithms.":[59,254],"It":[60],"simulates":[61],"bee":[62,162],"direction":[63],"final":[66],"route":[67,87,124,226],"proven":[71],"be":[73,167],"effective":[74,245],"optimization.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80],"present":[81],"different":[83],"costs":[84,146,175],"shortest":[86,123,142,225],"sides":[88],"in":[89,176,227],"regard":[93],"its":[97],"between":[99],"data":[100,191,202,214],"centers":[101],"(DCs)":[102],"through":[103],"Multi-Objective":[104],"Optimization":[105],"(MOO)":[106],"evaluate":[108],"cost":[110,127,206,216],"distance":[111,140,197],"by":[112],"using":[113],"knapsack":[115,149,209],"problem.":[116],"ABC":[117],"solve":[122,154],"lower":[126,145],"problems":[128],"identify":[130],"best":[132,188,248],"placement,":[136],"according":[137,193],"or":[141],"routes":[143],"that":[147,222,237],"approach":[150,210],"these":[155],"problems.":[156],"Multi-objective":[157],"optimization":[158],"colony":[163],"(MOABC)":[164],"algorithm":[165],"can":[166,181],"achieve":[170],"highest":[171],"efficiency":[172],"lowest":[174],"proposed":[178,239],"system.":[179],"MOABC":[180,240],"find":[182],"an":[183],"optimal":[184],"solution":[185],"replicas":[192],"minimum":[196],"number":[200],"transmissions,":[203],"affording":[204],"low":[205],"availability":[212],"replication.Low":[215],"fast":[218],"access":[219],"are":[220],"characteristics":[221],"guide":[223],"CloudSim":[229],"implementation":[230],"as":[231],"well.":[232],"experimental":[234],"results":[235],"show":[236],"more":[242],"efficient":[243],"than":[252],"compared":[253]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
