{"id":"https://openalex.org/W1629359343","doi":"https://doi.org/10.1109/icacci.2015.7275646","title":"Secured fast prediction of cloud data stream with balanced load factor using Ensemble Tree Classification","display_name":"Secured fast prediction of cloud data stream with balanced load factor using Ensemble Tree Classification","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1629359343","doi":"https://doi.org/10.1109/icacci.2015.7275646","mag":"1629359343"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2015.7275646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5108015456","display_name":"B. Balamurugan","orcid":"https://orcid.org/0000-0001-6760-0447"},"institutions":[{"id":"https://openalex.org/I111575329","display_name":"Bharathiar University","ror":"https://ror.org/04fht8c22","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B. Balamurugan","raw_affiliation_strings":["Research Scholar, Bharathiar University","Research Scholar, Bharathiar University, India"],"affiliations":[{"raw_affiliation_string":"Research Scholar, Bharathiar University","institution_ids":["https://openalex.org/I111575329"]},{"raw_affiliation_string":"Research Scholar, Bharathiar University, India","institution_ids":["https://openalex.org/I111575329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040483520","display_name":"D. Kamalraj","orcid":null},"institutions":[{"id":"https://openalex.org/I111575329","display_name":"Bharathiar University","ror":"https://ror.org/04fht8c22","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Kamalraj","raw_affiliation_strings":["Bharathiar University, Coimbatore, Tamil Nadu, IN","Research Scholar, Bharathiar University, India"],"affiliations":[{"raw_affiliation_string":"Bharathiar University, Coimbatore, Tamil Nadu, IN","institution_ids":["https://openalex.org/I111575329"]},{"raw_affiliation_string":"Research Scholar, Bharathiar University, India","institution_ids":["https://openalex.org/I111575329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065523711","display_name":"S. Jegadeeswari","orcid":null},"institutions":[{"id":"https://openalex.org/I111575329","display_name":"Bharathiar University","ror":"https://ror.org/04fht8c22","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Jegadeeswari","raw_affiliation_strings":["Research Scholar, Bharathiar University","Research Scholar, Bharathiar University, India"],"affiliations":[{"raw_affiliation_string":"Research Scholar, Bharathiar University","institution_ids":["https://openalex.org/I111575329"]},{"raw_affiliation_string":"Research Scholar, Bharathiar University, India","institution_ids":["https://openalex.org/I111575329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042248208","display_name":"M. Sugumaran","orcid":null},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Sugumaran","raw_affiliation_strings":["Pondicherry Engineering College","Pondicherry Engg. College, India"],"affiliations":[{"raw_affiliation_string":"Pondicherry Engineering College","institution_ids":["https://openalex.org/I175691731"]},{"raw_affiliation_string":"Pondicherry Engg. College, India","institution_ids":["https://openalex.org/I175691731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108015456"],"corresponding_institution_ids":["https://openalex.org/I111575329"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05286222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"424","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9973999857902527,"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":0.9957000017166138,"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":0.8298325538635254},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6261507272720337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5868042707443237},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5038711428642273},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5014293193817139},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.44038325548171997},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.43895524740219116},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.42136090993881226},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3254866600036621},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.29109716415405273},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.1564144790172577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298325538635254},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6261507272720337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5868042707443237},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5038711428642273},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5014293193817139},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.44038325548171997},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.43895524740219116},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.42136090993881226},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3254866600036621},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29109716415405273},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.1564144790172577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2015.7275646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W214811935","https://openalex.org/W1888133793","https://openalex.org/W1970225139","https://openalex.org/W1973419309","https://openalex.org/W1987429824","https://openalex.org/W1994749528","https://openalex.org/W2003433510","https://openalex.org/W2014698831","https://openalex.org/W2017203676","https://openalex.org/W2025614009","https://openalex.org/W2071965227","https://openalex.org/W2127967823","https://openalex.org/W2134193499","https://openalex.org/W2135744247","https://openalex.org/W2144134823","https://openalex.org/W2151673632","https://openalex.org/W2156896988","https://openalex.org/W2158755979","https://openalex.org/W2181346962","https://openalex.org/W2316230645","https://openalex.org/W3141637829","https://openalex.org/W4238564979","https://openalex.org/W6608578014","https://openalex.org/W6651045458","https://openalex.org/W6656703180","https://openalex.org/W6668309030","https://openalex.org/W6682388293","https://openalex.org/W6685531691"],"related_works":["https://openalex.org/W127192698","https://openalex.org/W2743735673","https://openalex.org/W2570600173","https://openalex.org/W2886490431","https://openalex.org/W2893008024","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W4361801939","https://openalex.org/W2802243998","https://openalex.org/W180351855"],"abstract_inverted_index":{"Cloud":[0],"infrastructures":[1],"are":[2],"used":[3,113],"for":[4,100,208],"predicted":[5],"the":[6,28,34,42,50,117,125,138,152,169,183],"data":[7,32,36,47,53,73,98,119,157,162,187],"stream":[8,24,48,99,120,163,188],"with":[9,17,87,190],"high":[10],"latency":[11],"rate":[12],"on":[13,71,155,197],"varying":[14],"load":[15,57,68,103,139,202],"factors":[16,198],"different":[18],"ensemble":[19],"models.":[20],"some":[21],"of":[22,45,96,124,161],"existing":[23],"applications":[25],"analyze":[26],"only":[27],"temporal":[29],"relation":[30],"between":[31],"but":[33],"Spatio-temporal":[35,46,118],"information":[37],"is":[38,62,83,112,127,195],"not":[39,63],"processed.":[40],"For":[41],"fast":[43,101],"prediction":[44],"from":[49,185],"cloud":[51,72,97,156,186],"infrastructure":[52,126],"distribution,":[54],"an":[55],"effective":[56,102],"balancing":[58],"query":[59],"processing":[60],"approach":[61,111],"spread":[64],"widely.":[65],"To":[66],"achieve":[67],"balance":[69,137,203],"statistics":[70],"stream,":[74],"Ensemble":[75,143],"Tree":[76,144],"Metric":[77],"Space":[78],"Indexing":[79],"(E-tree":[80],"MSI)":[81],"technique":[82,132,150,167,180],"employed":[84],"and":[85,94,133,210],"performed":[86],"three":[88],"processes":[89],"such":[90,199],"as":[91,200],"scheduling,":[92],"classification":[93,153,160,211],"mapping":[95,175],"balancing.":[104],"Initially,":[105],"Fast":[106],"Predictive":[107],"Look-ahead":[108],"Scheduling":[109],"(FPLS)":[110],"to":[114,135],"continuously":[115],"schedule":[116],"files.":[121],"The":[122,159],"workload":[123],"scheduled":[128],"in":[129,147,164,177],"E-tree":[130,148,178],"MSI":[131,149,166,179],"helps":[134],"easily":[136],"factor.":[140,171],"Secondly,":[141],"Parallel":[142],"Classification":[145],"(PETC)":[146],"executes":[151],"operations":[154],"stream.":[158],"Etree":[165],"reduces":[168],"overload":[170],"Finally,":[172],"bilinear":[173],"quadrilateral":[174],"process":[176],"linearly":[181],"predicts":[182],"result":[184],"storage,":[189],"minimal":[191],"execution":[192,206],"time.":[193],"Experiment":[194],"conducted":[196],"linear":[201],"factor":[204],"measure,":[205],"time":[207],"mapping,":[209],"accuracy":[212],"rate.":[213]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}