{"id":"https://openalex.org/W2763314014","doi":"https://doi.org/10.1109/jsac.2017.2760458","title":"A Distributed Locality-Sensitive Hashing-Based Approach for Cloud Service Recommendation From Multi-Source Data","display_name":"A Distributed Locality-Sensitive Hashing-Based Approach for Cloud Service Recommendation From Multi-Source Data","publication_year":2017,"publication_date":"2017-10-06","ids":{"openalex":"https://openalex.org/W2763314014","doi":"https://doi.org/10.1109/jsac.2017.2760458","mag":"2763314014"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2017.2760458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2760458","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/89607/1/JSAC.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006514077","display_name":"Lianyong Qi","orcid":"https://orcid.org/0000-0001-9875-9856"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyong Qi","raw_affiliation_strings":["School of Information Science and Engineering, Chinese Academy of Education Big Data, Qufu Normal University, Rizhao, China"],"raw_orcid":"https://orcid.org/0000-0001-9875-9856","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chinese Academy of Education Big Data, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076120553","display_name":"Xuyun Zhang","orcid":"https://orcid.org/0000-0001-7353-4159"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Xuyun Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038791483","display_name":"Wanchun Dou","orcid":"https://orcid.org/0000-0003-4833-2023"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanchun Dou","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4833-2023","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069951778","display_name":"Qiang Ni","orcid":"https://orcid.org/0000-0002-4593-1656"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiang Ni","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4593-1656","affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.5374,"has_fulltext":true,"cited_by_count":213,"citation_normalized_percentile":{"value":0.99775106,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"35","issue":"11","first_page":"2616","last_page":"2624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9987000226974487,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9952999949455261,"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":0.842504620552063},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7849763631820679},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7218257188796997},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.6244599223136902},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5301530957221985},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4769493639469147},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.47213274240493774},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4139930009841919},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4005008935928345},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2827155590057373},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07112360000610352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.842504620552063},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7849763631820679},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7218257188796997},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6244599223136902},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5301530957221985},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4769493639469147},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.47213274240493774},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4139930009841919},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4005008935928345},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2827155590057373},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07112360000610352},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2017.2760458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2760458","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:89607","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/89607/1/JSAC.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:89607","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/89607/1/JSAC.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G5303011379","display_name":null,"funder_award_id":"EP/R00692X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6345345390","display_name":null,"funder_award_id":"61402258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6893333550","display_name":"\u5927\u6570\u636e\u9a71\u52a8\u7684\u590d\u6742\u7cfb\u7edf\u534f\u540c\u521b\u65b0\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61672276","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7145664297","display_name":null,"funder_award_id":"2017YFB1001800","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8181698950","display_name":null,"funder_award_id":"2017YFB1001800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2763314014.pdf","grobid_xml":"https://content.openalex.org/works/W2763314014.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1479713316","https://openalex.org/W1502916507","https://openalex.org/W1529703297","https://openalex.org/W1776028013","https://openalex.org/W1964432573","https://openalex.org/W1979493600","https://openalex.org/W2003906223","https://openalex.org/W2007877577","https://openalex.org/W2020498246","https://openalex.org/W2024373430","https://openalex.org/W2052626679","https://openalex.org/W2060017308","https://openalex.org/W2081909523","https://openalex.org/W2089547685","https://openalex.org/W2110325612","https://openalex.org/W2113952909","https://openalex.org/W2127205769","https://openalex.org/W2155106456","https://openalex.org/W2279773298","https://openalex.org/W2290472932","https://openalex.org/W2344811709","https://openalex.org/W2469486851","https://openalex.org/W2490265015","https://openalex.org/W2509678028","https://openalex.org/W2536888212","https://openalex.org/W2541518390","https://openalex.org/W2697004185","https://openalex.org/W2922484142","https://openalex.org/W2950332743","https://openalex.org/W3105889875","https://openalex.org/W4230566335","https://openalex.org/W6629956336","https://openalex.org/W6676522543","https://openalex.org/W7043899392"],"related_works":["https://openalex.org/W3126131865","https://openalex.org/W2044344400","https://openalex.org/W4253186488","https://openalex.org/W1996938127","https://openalex.org/W2083611981","https://openalex.org/W2043380045","https://openalex.org/W4231814374","https://openalex.org/W2099557065","https://openalex.org/W2484410460","https://openalex.org/W2250278543"],"abstract_inverted_index":{"To":[0],"maximize":[1],"the":[2,22,84,88,93,102,114,132,141,179,190,195],"economic":[3],"benefits,":[4],"a":[5,29,37,51,154,183],"cloud":[6,30,52,60,78,185],"service":[7,38,89,115,158,180,203],"provider":[8],"needs":[9],"to":[10,14,35,74,82,91,109,129,177],"recommend":[11],"its":[12,43,126],"services":[13,56],"as":[15,18],"many":[16],"users":[17],"possible":[19],"based":[20,161],"on":[21,162,189],"historical":[23],"user-service":[24,45,142],"quality":[25,46,143],"data.":[26],"However,":[27,96],"when":[28,123,140],"platform":[31],"(e.g.,":[32,62,80],"Amazon)":[33],"intends":[34],"make":[36],"recommendation":[39,90,94,133,159,181,204],"decision,":[40],"considering":[41],"only":[42],"own":[44,127],"data":[47,86,112,128,144,192],"is":[48,70,121,172],"insufficient,":[49],"because":[50],"user":[53],"may":[54],"invoke":[55],"from":[57],"multiple":[58],"distributed":[59,163,184],"platforms":[61,79],"Amazon":[63,73,146],"and":[64,135,147,156,207],"IBM).":[65],"In":[66],"this":[67,175],"situation,":[68],"it":[69],"promising":[71],"for":[72,87,113],"collaborate":[75],"with":[76],"other":[77],"IBM)":[81],"utilize":[83],"integrated":[85],"improve":[92],"accuracy.":[95],"two":[97],"challenges":[98],"are":[99,137],"present":[100],"in":[101,174,182,200],"above-mentioned":[103],"collaboration":[104],"process,":[105],"where":[106],"we":[107],"attempt":[108],"use":[110],"multi-source":[111],"recommendation.":[116],"First,":[117],"protecting":[118],"users'":[119],"privacy":[120,208],"challenging":[122],"IBM":[124,148],"releases":[125],"Amazon.":[130],"Second,":[131],"efficiency":[134],"scalability":[136],"often":[138],"low":[139],"of":[145,197,202],"update":[149],"frequently.":[150],"Considering":[151],"these":[152],"challenges,":[153],"privacy-preserving":[155],"scalable":[157],"approach":[160,199],"locality-sensitive":[164],"hashing,":[165],"i.e.,":[166],"SerRec":[167],"<sub":[168],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[169],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">distri-LSH</sub>":[170],",":[171],"proposed":[173],"paper":[176],"handle":[178],"environment.":[186],"Extensive":[187],"experiments":[188],"WS-DREAM":[191],"set":[193],"validate":[194],"feasibility":[196],"our":[198],"terms":[201],"accuracy,":[205],"scalability,":[206],"preservation.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":60},{"year":2019,"cited_by_count":58},{"year":2018,"cited_by_count":21}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}