{"id":"https://openalex.org/W2414950715","doi":"https://doi.org/10.1109/tpds.2015.2473174","title":"Collaboration- and Fairness-Aware Big Data Management in Distributed Clouds","display_name":"Collaboration- and Fairness-Aware Big Data Management in Distributed Clouds","publication_year":2015,"publication_date":"2015-08-26","ids":{"openalex":"https://openalex.org/W2414950715","doi":"https://doi.org/10.1109/tpds.2015.2473174","mag":"2414950715"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2015.2473174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2015.2473174","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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/A5051876680","display_name":"Qiufen Xia","orcid":"https://orcid.org/0000-0001-7978-4933"},"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":true,"raw_author_name":"Qiufen Xia","raw_affiliation_strings":["Research School of Computer Science, Australian National University, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Computer Science, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063489530","display_name":"Zichuan Xu","orcid":"https://orcid.org/0000-0001-5438-1468"},"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":"Zichuan Xu","raw_affiliation_strings":["Research School of Computer Science, Australian National University, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Computer Science, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077465517","display_name":"Weifa Liang","orcid":"https://orcid.org/0000-0002-8207-6740"},"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":"Weifa Liang","raw_affiliation_strings":["Research School of Computer Science, Australian National University, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"Research School of Computer Science, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"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"],"affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051876680"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":14.3028,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.98693972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"7","first_page":"1941","last_page":"1953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9980999827384949,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8570005893707275},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7964876294136047},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7625231742858887},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7485777735710144},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7225050330162048},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5916347503662109},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.47449278831481934},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4412861764431},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.43312615156173706},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.43305331468582153},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.42534250020980835},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3995979130268097},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2613237500190735},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23388883471488953},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17247381806373596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8570005893707275},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7964876294136047},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7625231742858887},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7485777735710144},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7225050330162048},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5916347503662109},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.47449278831481934},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4412861764431},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.43312615156173706},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.43305331468582153},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.42534250020980835},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3995979130268097},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2613237500190735},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23388883471488953},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17247381806373596},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/tpds.2015.2473174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2015.2473174","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/98865","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/98865","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","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":26,"referenced_works":["https://openalex.org/W1502450072","https://openalex.org/W1603495976","https://openalex.org/W1970979311","https://openalex.org/W1971326463","https://openalex.org/W1974099360","https://openalex.org/W2018682510","https://openalex.org/W2030792561","https://openalex.org/W2044033476","https://openalex.org/W2076164405","https://openalex.org/W2078196879","https://openalex.org/W2079251873","https://openalex.org/W2080731889","https://openalex.org/W2089990924","https://openalex.org/W2097882016","https://openalex.org/W2112486185","https://openalex.org/W2115023685","https://openalex.org/W2121052985","https://openalex.org/W2146176646","https://openalex.org/W2148200962","https://openalex.org/W2150161103","https://openalex.org/W2165956524","https://openalex.org/W2169466806","https://openalex.org/W4247081063","https://openalex.org/W6629901665","https://openalex.org/W6670278528","https://openalex.org/W6678424746"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2534224494","https://openalex.org/W2102496746","https://openalex.org/W2003799830","https://openalex.org/W2360147445","https://openalex.org/W3129662905","https://openalex.org/W2084547067","https://openalex.org/W3081448375","https://openalex.org/W2353225269"],"abstract_inverted_index":{"With":[0],"the":[1,67,90,103,116,129,133,139,147,174,182,207,212,220,239,252,259,266,277,280,287],"advancement":[2],"of":[3,28,43,64,69,119,151,181,215,265,279],"information":[4,78],"and":[5,19,66,75,99,113,137,149,157,167,193,227,262,292],"communication":[6],"technology,":[7],"data":[8,29,92,105,111,141,196],"are":[9,39,165],"being":[10],"generated":[11,30],"at":[12,21],"an":[13,22],"exponential":[14],"rate":[15],"via":[16],"various":[17],"instruments":[18],"collected":[20,91,104],"unprecedented":[23],"scale.":[24],"Such":[25],"large":[26],"volume":[27,150],"is":[31,85,172,290],"referred":[32],"to":[33,49,54,61,87,96,100,106,146,178,205,218,224,275],"as":[34,56],"big":[35,80,140,152,195],"data,":[36,81],"which":[37],"now":[38],"revolutionizing":[40],"all":[41],"aspects":[42],"our":[44],"life":[45],"ranging":[46],"from":[47,51,79],"enterprises":[48,65],"individuals,":[50],"science":[52],"communities":[53],"governments,":[55],"they":[57],"exhibit":[58],"great":[59],"potentials":[60],"improve":[62],"efficiency":[63],"quality":[68],"life.":[70],"To":[71],"obtain":[72],"nontrivial":[73],"patterns":[74],"derive":[76],"valuable":[77],"a":[82,161,190,234,244],"fundamental":[83],"problem":[84,198],"how":[86],"properly":[88],"place":[89],"by":[93,135,273],"different":[94],"users":[95,120,176],"distributed":[97,143,162,200],"clouds":[98,144],"efficiently":[101],"analyze":[102,258],"save":[107],"user":[108,228],"costs":[109],"in":[110,142,160,199],"storage":[112,156],"processing,":[114],"particularly":[115],"cost":[117,214],"savings":[118],"who":[121],"share":[122],"data.":[123,153],"By":[124],"doing":[125],"so,":[126],"it":[127],"needs":[128],"close":[130],"collaborations":[131],"among":[132],"users,":[134],"sharing":[136],"utilizing":[138],"due":[145],"complexity":[148,261],"Since":[154],"computing,":[155],"bandwidth":[158],"resources":[159,183],"cloud":[163,201],"usually":[164],"limited,":[166],"such":[168],"resource":[169,225],"provisioning":[170],"typically":[171],"expensive,":[173],"collaborative":[175],"require":[177],"make":[179],"use":[180],"fairly.":[184],"In":[185],"this":[186],"paper,":[187],"we":[188],"study":[189],"novel":[191,235],"collaboration-":[192],"fairness-aware":[194],"management":[197],"environments":[202],"that":[203,286],"aims":[204],"maximize":[206],"system":[208,221],"throughout,":[209],"while":[210],"minimizing":[211],"operational":[213],"service":[216],"providers":[217],"achieve":[219],"throughput,":[222],"subject":[223],"capacity":[226],"fairness":[229],"constraints.":[230],"We":[231,241,256,269],"first":[232],"propose":[233],"optimization":[236,254],"framework":[237],"for":[238],"problem.":[240],"then":[242],"devise":[243],"fast":[245],"yet":[246],"scalable":[247],"approximation":[248,263],"algorithm":[249,289],"based":[250],"on":[251],"built":[253],"framework.":[255],"also":[257],"time":[260],"ratio":[264],"proposed":[267,281,288],"algorithm.":[268,282],"finally":[270],"conduct":[271],"experiments":[272],"simulations":[274],"evaluate":[276],"performance":[278],"Experimental":[283],"results":[284],"demonstrate":[285],"promising,":[291],"outperforms":[293],"other":[294],"heuristics.":[295]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}