{"id":"https://openalex.org/W3132515279","doi":"https://doi.org/10.1093/comjnl/bxaa192","title":"A proposed framework for cloud-aware multimodal multimedia big data analysis toward optimal resource allocation","display_name":"A proposed framework for cloud-aware multimodal multimedia big data analysis toward optimal resource allocation","publication_year":2020,"publication_date":"2020-12-29","ids":{"openalex":"https://openalex.org/W3132515279","doi":"https://doi.org/10.1093/comjnl/bxaa192","mag":"3132515279"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxaa192","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaa192","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5100726493","display_name":"S. Sasikala","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S Sasikala","raw_affiliation_strings":["Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112633247","display_name":"S. Gomathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Gomathi","raw_affiliation_strings":["Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649598","display_name":"V. Geetha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V Geetha","raw_affiliation_strings":["Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111029632","display_name":"L. Murali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L Murali","raw_affiliation_strings":["Department of ECE, P.A. College of Engineering and Technology, Pollachi"],"affiliations":[{"raw_affiliation_string":"Department of ECE, P.A. College of Engineering and Technology, Pollachi","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100726493"],"corresponding_institution_ids":[],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.7709,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75579912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"64","issue":"6","first_page":"880","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9929999709129333,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8839712142944336},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7843804359436035},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6106123924255371},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5990463495254517},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5972115397453308},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5799136757850647},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4475399851799011},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.4314557611942291},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4249500036239624},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41829240322113037},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.41225606203079224},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27714502811431885},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24579113721847534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8839712142944336},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7843804359436035},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6106123924255371},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5990463495254517},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5972115397453308},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5799136757850647},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4475399851799011},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.4314557611942291},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4249500036239624},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41829240322113037},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.41225606203079224},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27714502811431885},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24579113721847534},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxaa192","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaa192","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W14795345","https://openalex.org/W44630272","https://openalex.org/W125869453","https://openalex.org/W1130270400","https://openalex.org/W1133916940","https://openalex.org/W1529225083","https://openalex.org/W1564241452","https://openalex.org/W1569106572","https://openalex.org/W1975890805","https://openalex.org/W1977046764","https://openalex.org/W1978559254","https://openalex.org/W1979493600","https://openalex.org/W1981975711","https://openalex.org/W1993756470","https://openalex.org/W1999314592","https://openalex.org/W2007877577","https://openalex.org/W2010424232","https://openalex.org/W2013658930","https://openalex.org/W2056935845","https://openalex.org/W2068396837","https://openalex.org/W2084028080","https://openalex.org/W2087295784","https://openalex.org/W2125614502","https://openalex.org/W2146629283","https://openalex.org/W2149140091","https://openalex.org/W2151853135","https://openalex.org/W2153807213","https://openalex.org/W2190643377","https://openalex.org/W2199453705","https://openalex.org/W2306115793","https://openalex.org/W2518769093","https://openalex.org/W2777477306","https://openalex.org/W2791222159","https://openalex.org/W2801323795","https://openalex.org/W2894391362","https://openalex.org/W6634057566","https://openalex.org/W6653773722","https://openalex.org/W6667423587"],"related_works":["https://openalex.org/W2310750045","https://openalex.org/W4310607303","https://openalex.org/W2024969333","https://openalex.org/W2182658669","https://openalex.org/W2549041401","https://openalex.org/W4285815384","https://openalex.org/W2136000679","https://openalex.org/W3023082165","https://openalex.org/W2553299486","https://openalex.org/W2158674928"],"abstract_inverted_index":{"Abstract":[0],"The":[1,40,67,172],"main":[2],"goal":[3],"of":[4,13,28,42,50,115,136,164],"this":[5],"paper":[6],"is":[7,26,45,94],"to":[8,46,59,122,127,160,187],"demonstrate":[9],"the":[10,55,64,73,97,104,124,129,137,156,162,165,169,177,182],"structural":[11,99,110,157],"design":[12],"Multimodal":[14],"Multimedia":[15],"Services":[16],"in":[17,109],"Cloud":[18],"Platform":[19,36],"(MMSCP).":[20],"Thus,":[21],"our":[22,150],"proposed":[23,151,178],"MMSCP":[24],"architecture":[25],"built":[27],"three":[29],"levels":[30],"such":[31,141],"as,":[32,142],"Service":[33],"Platform,":[34],"Execution":[35],"and":[37,58,75,90,145],"Structural":[38],"platform.":[39,66,100,158],"functionality":[41],"service":[43],"platform":[44,70,111],"gather":[47],"different":[48],"forms":[49],"video":[51],"files":[52,62],"generated":[53],"by":[54],"media":[56],"creators":[57],"store":[60],"these":[61],"on":[63,155],"local":[65],"second":[68],"execution":[69],"integrates":[71],"both":[72],"Hadoop":[74,120],"Mapreduce":[76],"functionalities.":[77],"Finally,":[78],"QoS":[79],"based":[80],"cloud":[81],"computing":[82],"functionalities":[83],"(i.e.":[84],"load":[85],"balancing,":[86],"security,":[87],"resource":[88,130],"allocation":[89,114,131],"network":[91],"traffic":[92],"management)":[93],"employed":[95],"at":[96],"third":[98],"Likely,":[101],"we":[102,133,167],"introduced":[103],"Crow":[105],"Search":[106],"Algorithm":[107],"(CSA)":[108],"for":[112,147],"optimal":[113],"resources.":[116],"We":[117],"adapt":[118],"a":[119,189],"cluster":[121],"perform":[123],"experiment.":[125],"Also,":[126],"conduct":[128],"experiment":[132],"used":[134],"some":[135],"conventional":[138],"optimization":[139],"algorithms":[140,166],"ABC,":[143],"GA":[144],"PSO":[146],"comparison":[148],"with":[149],"CSA":[152],"algorithm":[153,179],"imposed":[154],"However,":[159],"evaluate":[161],"performance":[163],"configured":[168],"CloudAnalyst":[170],"tool.":[171],"simulation":[173],"results":[174],"illustrate":[175],"that":[176],"can":[180],"allocate":[181],"virtual":[183],"machine":[184],"(VM)":[185],"optimally":[186],"attain":[188],"minimal":[190],"response":[191],"time.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}