{"id":"https://openalex.org/W1977713569","doi":"https://doi.org/10.1109/cloudcom.2012.6427563","title":"Data stream analytics and mining in the cloud","display_name":"Data stream analytics and mining in the cloud","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W1977713569","doi":"https://doi.org/10.1109/cloudcom.2012.6427563","mag":"1977713569"},"language":"en","primary_location":{"id":"doi:10.1109/cloudcom.2012.6427563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","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/A5000403602","display_name":"\u0130smail Ar\u0131","orcid":"https://orcid.org/0000-0002-6159-0484"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ismail Ari","raw_affiliation_strings":["Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]},{"raw_affiliation_string":"Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064160082","display_name":"Erdi \u00d6lmezo\u011fullar\u0131","orcid":"https://orcid.org/0000-0001-8476-1154"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erdi Olmezogullari","raw_affiliation_strings":["Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]},{"raw_affiliation_string":"Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089351150","display_name":"\u00d6mer Faruk \u00c7elebi","orcid":null},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Omer Faruk Celebi","raw_affiliation_strings":["Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Cloud Computing Research Group and Avea Laboratories, Computer Science Department, \u00d6zye\u011fin University, Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]},{"raw_affiliation_string":"Cloud Computing Research Group and Avea Labs Computer Science Department, \u00d6zye\u00e4\u00ffin University Istanbul, Turkey","institution_ids":["https://openalex.org/I44925452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000403602"],"corresponding_institution_ids":["https://openalex.org/I44925452"],"apc_list":null,"apc_paid":null,"fwci":5.351,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95354809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"857","last_page":"862"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9993000030517578,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9983000159263611,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/stream-processing","display_name":"Stream processing","score":0.7870946526527405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7661267518997192},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7658829689025879},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.662109375},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6419137716293335},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5798774361610413},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5449960231781006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5029868483543396},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.48202502727508545},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.47836607694625854},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4593430459499359},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.44002625346183777},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.4316824674606323},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33962932229042053},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2020024061203003},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13378721475601196}],"concepts":[{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.7870946526527405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7661267518997192},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7658829689025879},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.662109375},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6419137716293335},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5798774361610413},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5449960231781006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5029868483543396},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.48202502727508545},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.47836607694625854},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4593430459499359},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.44002625346183777},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.4316824674606323},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33962932229042053},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2020024061203003},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13378721475601196},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cloudcom.2012.6427563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:eresearch.ozyegin.edu.tr:10679/507","is_oa":false,"landing_page_url":"http://hdl.handle.net/10679/507","pdf_url":null,"source":{"id":"https://openalex.org/S4306400232","display_name":"ECS Journal of Solid State Science and Technology (The Electrochemical Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802273670","host_organization_name":"Electrochemical Society","host_organization_lineage":["https://openalex.org/I2802273670"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1515347377","https://openalex.org/W1589394390","https://openalex.org/W1826290430","https://openalex.org/W2001002317","https://openalex.org/W2001082095","https://openalex.org/W2001474264","https://openalex.org/W2031133150","https://openalex.org/W2119939946","https://openalex.org/W2130216660","https://openalex.org/W2138101451","https://openalex.org/W2149576945","https://openalex.org/W2500382405","https://openalex.org/W2918862985","https://openalex.org/W4237421257"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W2886490431","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W180351855"],"abstract_inverted_index":{"Due":[0],"to":[1,32,48,55,89],"prevalent":[2],"use":[3],"of":[4,12,154,218],"sensors":[5],"and":[6,38,67,86,96,111,126,150,161,174],"network":[7],"monitoring":[8],"tools,":[9],"big":[10],"volumes":[11],"data":[13,21,35,58,80],"or":[14,81],"\u201cbig":[15],"data\u201d":[16],"today":[17],"traverse":[18],"the":[19,57,216],"enterprise":[20],"processing":[22,36,84,139],"pipelines":[23],"in":[24,70,195],"a":[25,75,135,144,180],"streaming":[26],"fashion.":[27],"While":[28],"some":[29],"companies":[30],"prefer":[31],"deploy":[33],"their":[34],"infrastructures":[37],"services":[39,47],"as":[40],"private":[41],"clouds,":[42],"others":[43],"completely":[44],"outsource":[45],"these":[46,155],"public":[49],"clouds.":[50],"In":[51,99],"either":[52],"case,":[53],"attempting":[54],"store":[56],"first":[59],"for":[60,106,124,131,170,176,193],"subsequent":[61],"analysis":[62,110],"creates":[63],"additional":[64,202],"resource":[65],"costs":[66],"unwanted":[68],"delays":[69],"obtaining":[71],"actionable":[72],"information.":[73],"As":[74,143],"result,":[76],"enterprises":[77],"increasingly":[78],"employ":[79],"event":[82,137],"stream":[83,132,138,167],"systems":[85],"further":[87],"want":[88],"extend":[90],"them":[91],"with":[92,158,204],"complex":[93],"online":[94],"analytic":[95],"mining":[97,114,133],"capabilities.":[98],"this":[100],"paper,":[101],"we":[102,119,147],"present":[103,151],"implementation":[104],"details":[105],"doing":[107],"both":[108],"correlation":[109],"association":[112],"rule":[113,205],"(ARM)":[115],"over":[116,164],"streams.":[117],"Specifically,":[118],"implement":[120],"Pearson-Product":[121],"Moment":[122],"Correlation":[123],"analytics":[125,221],"Apriori":[127],"&":[128],"FPGrowth":[129],"algorithms":[130],"inside":[134],"popular":[136],"engine":[140],"called":[141],"Esper.":[142],"unique":[145],"contribution,":[146],"conduct":[148],"experiments":[149],"performance":[152,194],"results":[153],"new":[156],"tools":[157],"different":[159,166],"tumbling":[160,187],"sliding":[162,198],"time-windows":[163],"two":[165],"types:":[168],"one":[169],"moving":[171],"bus":[172],"trajectories":[173],"another":[175],"web":[177],"logs":[178],"from":[179],"music":[181],"site.":[182],"We":[183,207],"find":[184],"that":[185,209],"while":[186],"windows":[188,199],"may":[189],"be":[190],"more":[191],"preferable":[192],"certain":[196],"applications,":[197],"can":[200,212],"provide":[201],"benefits":[203],"mining.":[206],"hope":[208],"our":[210],"findings":[211],"shed":[213],"light":[214],"on":[215],"design":[217],"other":[219],"cloud":[220],"systems.":[222]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}