{"id":"https://openalex.org/W2487348337","doi":"https://doi.org/10.1109/tetc.2016.2597546","title":"Distribution Based Workload Modelling of Continuous Queries in Clouds","display_name":"Distribution Based Workload Modelling of Continuous Queries in Clouds","publication_year":2016,"publication_date":"2016-08-02","ids":{"openalex":"https://openalex.org/W2487348337","doi":"https://doi.org/10.1109/tetc.2016.2597546","mag":"2487348337"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2016.2597546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2016.2597546","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","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/A5020192899","display_name":"Alireza Khoshkbarforoushha","orcid":"https://orcid.org/0000-0002-6698-8897"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Alireza Khoshkbarforoushha","raw_affiliation_strings":["Data61 CSIRO, Canberra, ACT, Australia","Department of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6698-8897","affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072670483","display_name":"Rajiv Ranjan","orcid":"https://orcid.org/0000-0002-6610-1328"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Rajiv Ranjan","raw_affiliation_strings":["Data61 CSIRO, Canberra, ACT, Australia","School of Computing Science, Newcastle University, Newcastle upon Tyne, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computing Science, Newcastle University, Newcastle upon Tyne, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110752696","display_name":"Raj Gaire","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raj Gaire","raw_affiliation_strings":["Data61 CSIRO, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61 CSIRO, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058061726","display_name":"Ehsan Abbasnejad","orcid":null},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ehsan Abbasnejad","raw_affiliation_strings":["Department of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009116003","display_name":"Lizhe Wang","orcid":"https://orcid.org/0000-0003-2766-0845"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhe Wang","raw_affiliation_strings":["Institute of Remote Sensing, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["School of Information Technologies, University of Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020192899"],"corresponding_institution_ids":["https://openalex.org/I118347636","https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":17.9544,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99086679,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"120","last_page":"133"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9958000183105469,"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":0.8427245616912842},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7512217164039612},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7308323979377747},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6017407178878784},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47747325897216797},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47728362679481506},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46039196848869324},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4498712420463562},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4472881853580475},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4321918785572052},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4128493666648865},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21009227633476257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11170649528503418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8427245616912842},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7512217164039612},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7308323979377747},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6017407178878784},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47747325897216797},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47728362679481506},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46039196848869324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4498712420463562},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4472881853580475},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4321918785572052},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4128493666648865},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21009227633476257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11170649528503418},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetc.2016.2597546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2016.2597546","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprint.ncl.ac.uk:240603","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320801","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07"},{"id":"https://openalex.org/F4320320972","display_name":"RMIT University","ror":"https://ror.org/04ttjf776"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1495061682","https://openalex.org/W1544324307","https://openalex.org/W1579853615","https://openalex.org/W1970225139","https://openalex.org/W1984302374","https://openalex.org/W2010149990","https://openalex.org/W2010573139","https://openalex.org/W2017185378","https://openalex.org/W2025720061","https://openalex.org/W2044372312","https://openalex.org/W2047264990","https://openalex.org/W2048659529","https://openalex.org/W2058224784","https://openalex.org/W2070317073","https://openalex.org/W2078656587","https://openalex.org/W2080213453","https://openalex.org/W2081728040","https://openalex.org/W2099395665","https://openalex.org/W2100773341","https://openalex.org/W2103702871","https://openalex.org/W2109907545","https://openalex.org/W2112215401","https://openalex.org/W2132145609","https://openalex.org/W2145457647","https://openalex.org/W2145676903","https://openalex.org/W2148222209","https://openalex.org/W2167978511","https://openalex.org/W2296067421","https://openalex.org/W4239966440","https://openalex.org/W6629652716","https://openalex.org/W6634817459","https://openalex.org/W6653240510","https://openalex.org/W6676597399","https://openalex.org/W6697413095"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W4390608645","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2009776842"],"abstract_inverted_index":{"Resource":[0],"usage":[1,64,114],"estimation":[2,30],"for":[3,31,65],"managing":[4],"streaming":[5,36,92],"workload":[6],"in":[7,131,163],"emerging":[8],"applications":[9],"domains":[10],"such":[11],"as":[12,23,68,115],"enterprise":[13],"computing,":[14],"smart":[15],"cities,":[16],"remote":[17],"healthcare,":[18],"and":[19,55,129,134,139,170],"astronomy,":[20],"has":[21],"emerged":[22],"a":[24,66,69,99,172],"challenging":[25,39],"research":[26],"problem.":[27],"Such":[28],"resource":[29,58,63,113],"processing":[32],"continuous":[33],"queries":[34,186],"over":[35],"data":[37],"is":[38,80,145,178],"due":[40],"to:":[41],"(i)":[42],"uncertain":[43],"stream":[44],"arrival":[45],"patterns,":[46],"(ii)":[47],"need":[48],"to":[49,107,180],"process":[50],"different":[51],"mixes":[52],"of":[53,91,102,112,141,160,166],"queries,":[54],"(iii)":[56],"varying":[57],"consumption.":[59],"Existing":[60],"techniques":[61],"approximate":[62],"query":[67],"single":[70],"point":[71],"value":[72],"which":[73,156,177],"may":[74],"not":[75],"be":[76],"sufficient":[77],"because":[78],"it":[79,86],"neither":[81],"expressive":[82],"enough":[83],"nor":[84],"does":[85],"capture":[87],"the":[88,109,125,142,158],"aforementioned":[89],"nature":[90],"workload.":[93],"In":[94],"this":[95],"paper,":[96],"we":[97],"present":[98],"novel":[100,149],"approach":[101,144],"using":[103,124],"mixture":[104],"density":[105,117],"networks":[106],"estimate":[108],"whole":[110],"spectrum":[111],"probability":[116],"functions.":[118],"We":[119],"have":[120],"evaluated":[121],"our":[122],"technique":[123],"linear":[126],"road":[127],"benchmark":[128],"TPC-H":[130],"both":[132],"private":[133],"public":[135],"clouds.":[136],"The":[137],"efficiency":[138],"applicability":[140],"proposed":[143],"demonstrated":[146],"via":[147],"two":[148],"applications:":[150],"i)":[151],"predictable":[152],"auto-scaling":[153],"policy":[154],"setting":[155],"highlights":[157],"potential":[159],"distribution":[161,173],"prediction":[162],"consistent":[164],"definition":[165],"cloud":[167],"elasticity":[168],"rules;":[169],"ii)":[171],"based":[174,187],"admission":[175],"controller":[176],"able":[179],"efficiently":[181],"admit":[182],"or":[183],"reject":[184],"incoming":[185],"on":[188],"probabilistic":[189],"service":[190],"level":[191],"agreements":[192],"compliance":[193],"goals.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}