{"id":"https://openalex.org/W2168676393","doi":"https://doi.org/10.1109/icde.2013.6544857","title":"C-Cube: Elastic continuous clustering in the cloud","display_name":"C-Cube: Elastic continuous clustering in the cloud","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2168676393","doi":"https://doi.org/10.1109/icde.2013.6544857","mag":"2168676393"},"language":"en","primary_location":{"id":"doi:10.1109/icde.2013.6544857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","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/A5101923452","display_name":"Zhenjie Zhang","orcid":"https://orcid.org/0000-0001-7011-8889"},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhenjie Zhang","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore Private Limited, Singapore"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore Private Limited, Singapore","institution_ids":["https://openalex.org/I4210108443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687829","display_name":"Shu Hu","orcid":"https://orcid.org/0000-0003-1446-4140"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Shu","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077748895","display_name":"Zhihong Chong","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Chong","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079711114","display_name":"Hua Lu","orcid":"https://orcid.org/0000-0003-1199-6678"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hua Lu","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034022345","display_name":"Yin Yang","orcid":"https://orcid.org/0000-0002-0549-3882"},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yin Yang","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore Private Limited, Singapore"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore Private Limited, Singapore","institution_ids":["https://openalex.org/I4210108443"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101923452"],"corresponding_institution_ids":["https://openalex.org/I4210108443"],"apc_list":null,"apc_paid":null,"fwci":3.8472,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93795898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"577","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9990000128746033,"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/T11478","display_name":"Caching and Content Delivery","score":0.9987999796867371,"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":0.8235384821891785},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7537763118743896},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6016422510147095},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5436302423477173},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5360482335090637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4525638222694397},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4485416114330292},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2050429880619049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15403282642364502},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10709154605865479}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8235384821891785},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7537763118743896},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6016422510147095},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5436302423477173},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5360482335090637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4525638222694397},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4485416114330292},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2050429880619049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15403282642364502},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10709154605865479}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icde.2013.6544857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/e5966de3-1c96-475d-8eb8-e697b9084e50","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=84881362360&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhang, Z, Shu, H, Chong, Z, Lu, H & Yang, Y 2013, C-Cube: Elastic Continuous Clustering in the Clouds. in Proceedings of the 29th IEEE International Conference on Data Engineering : ICDE. IEEE Computer Society Press, Proceedings of the International Conference on Data Engineering, pp. 577-588, 29th IEEE International Conference on Data Engineering , Brisbane, Australia, 08/04/2013. https://doi.org/10.1109/ICDE.2013.6544857","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W49973572","https://openalex.org/W1660133578","https://openalex.org/W1854155592","https://openalex.org/W2001474264","https://openalex.org/W2004885514","https://openalex.org/W2010410498","https://openalex.org/W2013344760","https://openalex.org/W2020765652","https://openalex.org/W2023770210","https://openalex.org/W2023997631","https://openalex.org/W2055696239","https://openalex.org/W2057399436","https://openalex.org/W2069323107","https://openalex.org/W2071620504","https://openalex.org/W2077677671","https://openalex.org/W2085751730","https://openalex.org/W2105640518","https://openalex.org/W2109722477","https://openalex.org/W2110441437","https://openalex.org/W2116135393","https://openalex.org/W2120947238","https://openalex.org/W2123297508","https://openalex.org/W2127218421","https://openalex.org/W2132461362","https://openalex.org/W2140102533","https://openalex.org/W2144963887","https://openalex.org/W2149576945","https://openalex.org/W2152097813","https://openalex.org/W2160642098","https://openalex.org/W2161160262","https://openalex.org/W2167465093","https://openalex.org/W2170583713","https://openalex.org/W2173213060","https://openalex.org/W4232534713","https://openalex.org/W4237421257","https://openalex.org/W4247105055","https://openalex.org/W6637052001","https://openalex.org/W6672002818","https://openalex.org/W6676367512","https://openalex.org/W6678914141","https://openalex.org/W6684554823"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2287264064","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2547038763"],"abstract_inverted_index":{"Continuous":[0],"clustering":[1,8,57,202,221],"analysis":[2,15],"over":[3],"a":[4,17,60,64,68,142,146,166,217,227],"data":[5],"stream":[6],"reports":[7],"results":[9,164,244],"incrementally":[10],"as":[11,104,134,176,178],"updates":[12],"arrive.":[13],"Such":[14],"has":[16],"wide":[18],"spectrum":[19],"of":[20,33,40,71,90,102,112,220],"applications,":[21],"including":[22],"traffic":[23],"monitoring":[24],"and":[25,161,182,213,234,239],"topic":[26],"discovery":[27],"on":[28,150,200,231],"microblogs.":[29],"A":[30],"common":[31],"characteristic":[32],"streaming":[34,126],"applications":[35],"is":[36,114,191],"that":[37,82,195],"the":[38,49,88,94,105,110,120,158,201,207],"amount":[39,89,111],"workload":[41,113,209],"fluctuates,":[42],"often":[43],"in":[44,226],"an":[45],"unpredictable":[46],"manner.":[47],"On":[48],"other":[50,75],"hand,":[51],"most":[52],"existing":[53],"solutions":[54],"for":[55],"continuous":[56,125],"assume":[58],"either":[59],"central":[61],"server,":[62],"or":[63],"distributed":[65],"setting":[66],"with":[67],"fixed":[69],"number":[70],"dedicated":[72],"servers.":[73],"In":[74,186],"words,":[76],"they":[77,83,98],"are":[78,107],"not":[79],"ELASTIC,":[80],"meaning":[81],"cannot":[84],"dynamically":[85],"adapt":[86],"to":[87,93,124,129,141,165,188,216],"computational":[91,208],"resources":[92],"fluctuating":[95],"workload.":[96],"Consequently,":[97],"incur":[99],"considerable":[100],"waste":[101],"resources,":[103],"servers":[106],"under-utilized":[108],"when":[109],"low.":[115],"This":[116,169],"paper":[117],"proposes":[118],"C-Cube,":[119],"first":[121],"elastic":[122],"approach":[123],"clustering.":[127],"Similar":[128],"popular":[130],"cloud-based":[131],"paradigms":[132],"such":[133],"MapReduce,":[135],"C-Cube":[136,190,225],"routes":[137],"each":[138],"new":[139],"record":[140],"processing":[143,155,174],"unit,":[144],"e.g.,":[145],"virtual":[147],"machine,":[148],"based":[149,230],"its":[151,163],"hash":[152],"value.":[153],"Each":[154],"unit":[156],"performs":[157],"required":[159],"computations,":[160],"sends":[162],"lightweight":[167],"aggregator.":[168],"design":[170],"enables":[171],"dynamic":[172],"adding/removing":[173],"units,":[175],"well":[177],"replacing":[179],"faulty":[180],"ones":[181],"re-running":[183],"their":[184],"tasks.":[185],"addition":[187],"elasticity,":[189],"also":[192],"effective":[193],"(in":[194],"it":[196,236],"provides":[197],"quality":[198],"guarantees":[199],"results),":[203],"efficient":[204],"(it":[205],"minimizes":[206],"at":[210],"all":[211],"times),":[212],"generally":[214],"applicable":[215],"large":[218],"class":[219],"criteria.":[222],"We":[223],"implemented":[224],"real":[228,238],"system":[229],"Twitter":[232],"Storm,":[233],"evaluated":[235],"using":[237],"synthetic":[240],"datasets.":[241],"Extensive":[242],"experimental":[243],"confirm":[245],"our":[246],"performance":[247],"claims.":[248]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
