{"id":"https://openalex.org/W3208240363","doi":"https://doi.org/10.1109/dsaa53316.2021.9564177","title":"Migrate On-Premises Real-Time Data Analytics Jobs Into the Cloud","display_name":"Migrate On-Premises Real-Time Data Analytics Jobs Into the Cloud","publication_year":2021,"publication_date":"2021-10-06","ids":{"openalex":"https://openalex.org/W3208240363","doi":"https://doi.org/10.1109/dsaa53316.2021.9564177","mag":"3208240363"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa53316.2021.9564177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa53316.2021.9564177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)","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/A5101621379","display_name":"Huijun Wu","orcid":"https://orcid.org/0000-0002-9513-5359"},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huijun Wu","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029824465","display_name":"Xiaoyao Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyao Qian","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016719024","display_name":"Hulya Pamukcu Crowell","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hulya Pamukcu Crowell","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026167763","display_name":"Tushar Singh","orcid":"https://orcid.org/0009-0005-0489-4747"},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tushar Singh","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046575179","display_name":"Aleks Shulman","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleks Shulman","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005492478","display_name":"Prashil Bhimani","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashil Bhimani","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081628374","display_name":"Abhishek Maloo","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhishek Maloo","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009392985","display_name":"Chunxu Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunxu Tang","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411265","display_name":"Yao Li","orcid":"https://orcid.org/0000-0003-2271-1930"},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Li","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101959189","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0001-6210-0013"},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069651226","display_name":"Chris Ulherr","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Ulherr","raw_affiliation_strings":["Twitter, Inc., San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Twitter, Inc., San Francisco, California, USA","institution_ids":["https://openalex.org/I113979032"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5101621379"],"corresponding_institution_ids":["https://openalex.org/I113979032"],"apc_list":null,"apc_paid":null,"fwci":0.5508,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73832534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980999827384949,"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":0.9980999827384949,"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/T11719","display_name":"Data Quality and Management","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7506431341171265},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7054556012153625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6839874386787415},{"id":"https://openalex.org/keywords/premises","display_name":"Premises","score":0.537750244140625},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4241946339607239},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.412861168384552},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3283168077468872},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3208697438240051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15528997778892517},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14659523963928223}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7506431341171265},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7054556012153625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6839874386787415},{"id":"https://openalex.org/C2780613260","wikidata":"https://www.wikidata.org/wiki/Q670151","display_name":"Premises","level":2,"score":0.537750244140625},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4241946339607239},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.412861168384552},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3283168077468872},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3208697438240051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15528997778892517},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14659523963928223},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsaa53316.2021.9564177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa53316.2021.9564177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2114409719","https://openalex.org/W3208189111","https://openalex.org/W4239964851","https://openalex.org/W6803577321"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"Twitter's":[0,37,46],"data":[1,18,38,51,101],"platform":[2],"team":[3],"is":[4],"serving":[5],"a":[6,14,33,42],"large":[7],"number":[8],"of":[9,17,45,142],"real-time":[10,50],"analytics":[11,30,52],"jobs,":[12],"powering":[13],"wide":[15],"range":[16],"science":[19,39],"use":[20],"cases,":[21],"from":[22,57],"aggregations":[23],"over":[24],"time":[25],"to":[26,65,77,98],"spam":[27],"detection.":[28],"These":[29],"jobs":[31,53,76],"constitute":[32],"crucial":[34],"step":[35],"in":[36,72,103,126],"infrastructure.":[40],"As":[41],"key":[43],"part":[44],"\u201cpartly":[47],"cloudy\u201d":[48],"strategy,":[49],"are":[54,112,124],"being":[55],"migrated":[56,79,97],"on-premises":[58,119],"into":[59],"the":[60,86,99,109,121,139],"cloud.":[61,122],"We":[62],"would":[63],"like":[64],"share":[66],"our":[67],"migration":[68],"approach":[69],"and":[70,89,120,132],"findings":[71],"this":[73],"paper.":[74],"The":[75],"be":[78,96],"vary":[80],"but":[81],"follow":[82],"common":[83],"patterns,":[84,108],"including":[85],"\u201cread-modify-write":[87],"store\u201d":[88],"\u201clambda":[90],"architecture\u201d":[91],"patterns.":[92],"Both":[93],"patterns":[94],"can":[95],"Beam":[100],"model":[102],"general":[104],"ways.":[105],"Besides":[106],"job":[107,110],"IOs":[111],"handled":[113],"by":[114],"replicating":[115],"or":[116],"proxying":[117],"between":[118],"Tests":[123],"applied":[125],"two":[127],"phases":[128],"through":[129],"monitoring":[130],"metrics":[131],"control":[133],"tests.":[134],"A":[135],"case":[136],"study":[137],"demonstrates":[138],"business":[140],"impact":[141],"migration.":[143],"Finally,":[144],"we":[145],"discuss":[146],"lessons":[147],"learned.":[148]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
