{"id":"https://openalex.org/W2796850385","doi":"https://doi.org/10.1109/uic-atc.2017.8397409","title":"Unicorn: Unified resource orchestration for multi-domain, geo-distributed data analytics","display_name":"Unicorn: Unified resource orchestration for multi-domain, geo-distributed data analytics","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2796850385","doi":"https://doi.org/10.1109/uic-atc.2017.8397409","mag":"2796850385"},"language":"en","primary_location":{"id":"doi:10.1109/uic-atc.2017.8397409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5015404751","display_name":"Qiao Xiang","orcid":"https://orcid.org/0000-0002-3394-6279"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao Xiang","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060596526","display_name":"Shenshen Chen","orcid":"https://orcid.org/0000-0003-0231-0638"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenshen Chen","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081210588","display_name":"Kai Gao","orcid":"https://orcid.org/0000-0002-2037-4427"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Gao","raw_affiliation_strings":["Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066972595","display_name":"H. B. Newman","orcid":"https://orcid.org/0000-0003-0964-1480"},"institutions":[{"id":"https://openalex.org/I186365177","display_name":"Institute of Technology of Cambodia","ror":"https://ror.org/054z67s11","country_code":"KH","type":"education","lineage":["https://openalex.org/I186365177"]}],"countries":["KH"],"is_corresponding":false,"raw_author_name":"Harvey Newman","raw_affiliation_strings":["Califomia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Califomia Institute of Technology","institution_ids":["https://openalex.org/I186365177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073680362","display_name":"Ian Taylor","orcid":"https://orcid.org/0000-0001-5040-0772"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Taylor","raw_affiliation_strings":["Cardiff University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688790","display_name":"Jingxuan Zhang","orcid":"https://orcid.org/0000-0002-1655-6121"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxuan Zhang","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013851682","display_name":"Yang Richard Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Richard Yang","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0789,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81851816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"6"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9994000196456909,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9954000115394592,"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":0.7732852697372437},{"id":"https://openalex.org/keywords/unicorn","display_name":"Unicorn","score":0.7211973667144775},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5526934266090393},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5372884273529053},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45831435918807983},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43329450488090515},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40714994072914124},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4064227044582367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13875088095664978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732852697372437},{"id":"https://openalex.org/C2780734062","wikidata":"https://www.wikidata.org/wiki/Q3549947","display_name":"Unicorn","level":2,"score":0.7211973667144775},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5526934266090393},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5372884273529053},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45831435918807983},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43329450488090515},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40714994072914124},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4064227044582367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13875088095664978},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/uic-atc.2017.8397409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:authors.library.caltech.edu:87597","is_oa":false,"landing_page_url":"https://resolver.caltech.edu/CaltechAUTHORS:20180706-110608219","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1464363888","https://openalex.org/W1746258828","https://openalex.org/W1969299781","https://openalex.org/W2035309843","https://openalex.org/W2102090846","https://openalex.org/W2105947650","https://openalex.org/W2118404561","https://openalex.org/W2126822952","https://openalex.org/W2141992894","https://openalex.org/W2148317584","https://openalex.org/W2151512268","https://openalex.org/W2163961697","https://openalex.org/W2166459269","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2295862636","https://openalex.org/W2517662914","https://openalex.org/W6628558282","https://openalex.org/W6637806892","https://openalex.org/W6680929869","https://openalex.org/W6684084819","https://openalex.org/W6687322159","https://openalex.org/W6697552392","https://openalex.org/W6726523432"],"related_works":["https://openalex.org/W4394626745","https://openalex.org/W2499383284","https://openalex.org/W627165546","https://openalex.org/W3108531707","https://openalex.org/W624306106","https://openalex.org/W3094478971","https://openalex.org/W3112272529","https://openalex.org/W4382024023","https://openalex.org/W2196282080","https://openalex.org/W590261533"],"abstract_inverted_index":{"Data-intensive":[0],"analytics":[1],"is":[2,86,104],"entering":[3],"the":[4,53,61,74,114,164],"era":[5],"of":[6,33,47,56,65,84,120,130,138],"multi-organizational,":[7],"geographically-distributed,":[8],"collaborative":[9,180],"computing,":[10],"where":[11],"different":[12],"organizations":[13],"contribute":[14],"various":[15],"resources,":[16,23,51],"e.g.,":[17],"sensing,":[18],"computation,":[19],"storage":[20],"and":[21,28,63,93,144,157],"networking":[22],"to":[24,42,96,133],"collaboratively":[25],"collect,":[26],"share":[27],"analyze":[29],"extremely":[30],"large":[31,45],"amounts":[32],"data.":[34],"This":[35],"new":[36,170],"paradigm":[37],"calls":[38],"for":[39,168],"a":[40,44,105,118,128,174],"framework":[41,77,167],"manage":[43],"set":[46,119],"distributively":[48],"owned":[49],"heterogeneous":[50],"with":[52],"fundamental":[54,175],"objective":[55],"efficient":[57,136],"resource":[58,66,91,99,109,115,139,154],"utilization,":[59],"following":[60],"autonomy":[62],"privacy":[64],"owners.":[67],"In":[68,123],"this":[69,80,169],"paper,":[70],"we":[71],"design":[72],"Unicorn,":[73],"first":[75,165],"unified":[76,166],"that":[78],"accomplishes":[79],"goal.":[81],"The":[82],"foundation":[83],"Unicorn":[85,125,172],"RSDP,":[87],"an":[88,148,152,158],"autonomous,":[89],"privacy-preserving":[90],"discovery":[92],"representation":[94],"system":[95],"provide":[97],"accurate":[98],"availability":[100,116],"information.":[101],"Its":[102],"core":[103],"novel":[106],"abstraction":[107,111],"called":[108],"vector":[110],"which":[112],"describes":[113],"in":[117,177],"linear":[121],"constraints.":[122],"addition,":[124],"also":[126],"provides":[127],"series":[129],"advanced":[131],"solutions":[132],"support":[134],"automatic,":[135],"management":[137],"dynamics":[140],"on":[141],"both":[142],"supply":[143],"demand":[145,155],"sides,":[146],"including":[147],"automatic":[149],"workflow":[150],"transformer,":[151],"intelligent":[153],"estimator":[156],"efficient,":[159],"scalable":[160],"multi-resource":[161],"orchestrator.":[162],"Being":[163],"paradigm,":[171],"plays":[173],"role":[176],"next-generation":[178],"data-intensive":[179],"computing":[181],"systems.":[182]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}