{"id":"https://openalex.org/W2735348554","doi":"https://doi.org/10.1109/icdcs.2017.253","title":"A Preventive Auto-Parallelization Approach for Elastic Stream Processing","display_name":"A Preventive Auto-Parallelization Approach for Elastic Stream Processing","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2735348554","doi":"https://doi.org/10.1109/icdcs.2017.253","mag":"2735348554"},"language":"en","primary_location":{"id":"doi:10.1109/icdcs.2017.253","doi":"https://doi.org/10.1109/icdcs.2017.253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs.2017.253","pdf_url":null,"source":{"id":"https://openalex.org/S4363608224","display_name":"IEEE International Conference on Distributed Computing Systems (ICDCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5113855846","display_name":"Roland Kotto Kombi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Roland Kotto Kombi","raw_affiliation_strings":["Univ. Lyon INSA de Lyon, Lyon, France","BD - Base de Donn\u00e9es (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lyon INSA de Lyon, Lyon, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"BD - Base de Donn\u00e9es (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026522367","display_name":"Nicolas Lumineau","orcid":"https://orcid.org/0000-0001-9825-1550","observed_orcids":["https://orcid.org/0000-0001-9825-1550"]},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Lumineau","raw_affiliation_strings":["CNRS UMR5205 LIRIS, University Claude Bernard, Villeurbanne","BD - Base de Donn\u00e9es (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UMR5205 LIRIS, University Claude Bernard, Villeurbanne","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210155607"]},{"raw_affiliation_string":"BD - Base de Donn\u00e9es (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072967825","display_name":"Philippe Lamarre","orcid":"https://orcid.org/0009-0007-6701-5062","observed_orcids":["https://orcid.org/0009-0007-6701-5062"]},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Lamarre","raw_affiliation_strings":["INSA de Lyon, Univ Lyon, Villeurbanne","BD - Base de Donn\u00e9es (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA de Lyon, Univ Lyon, Villeurbanne","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"BD - Base de Donn\u00e9es (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3313,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91111637,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1532","last_page":"1542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9937000274658203,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9937000274658203,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.0026000000070780516,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/automatic-parallelization","display_name":"automatic parallelization","score":0.8569999933242798},{"id":"https://openalex.org/keywords/real-time-data-streams","display_name":"real-time data streams","score":0.652999997138977},{"id":"https://openalex.org/keywords/apache-storm","display_name":"Apache Storm","score":0.6079999804496765},{"id":"https://openalex.org/keywords/continuous-queries","display_name":"continuous queries","score":0.734000027179718},{"id":"https://openalex.org/keywords/resource-consumption","display_name":"resource consumption","score":0.6129999756813049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8433284163475037},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.7074189186096191},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.567277729511261},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5138352513313293},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5108304023742676},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4563813805580139},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4474949538707733},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.41571423411369324},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36878013610839844},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3457396626472473},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09428074955940247},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08918026089668274},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdcs.2017.253","doi":"https://doi.org/10.1109/icdcs.2017.253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs.2017.253","pdf_url":null,"source":{"id":"https://openalex.org/S4363608224","display_name":"IEEE International Conference on Distributed Computing Systems (ICDCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01585096v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-01585096","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"37th (IEEE) International Conference on Distributed Computing Systems, Jun 2017, Atlanta, United States. pp.1532-1542, &#x27E8;10.1109/ICDCS.2017.253&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8813798192","display_name":"Social Cloud over Plug Networks, Enabling Symmetric Access to Data and Preserving Privacy","funder_award_id":"ANR-13-INFR-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W31225881","https://openalex.org/W303513970","https://openalex.org/W1968999661","https://openalex.org/W2010573139","https://openalex.org/W2027583975","https://openalex.org/W2040797713","https://openalex.org/W2060540987","https://openalex.org/W2071965227","https://openalex.org/W2099395665","https://openalex.org/W2115503987","https://openalex.org/W2119745055","https://openalex.org/W2148222209","https://openalex.org/W2156896988","https://openalex.org/W2252170720","https://openalex.org/W2338714606","https://openalex.org/W2404740612","https://openalex.org/W2412433130"],"related_works":["https://openalex.org/W2071965227","https://openalex.org/W2156896988","https://openalex.org/W4301347074","https://openalex.org/W2763178614","https://openalex.org/W2996063004","https://openalex.org/W4402352115","https://openalex.org/W4206170517","https://openalex.org/W4312067789","https://openalex.org/W2904270516","https://openalex.org/W7000494810"],"abstract_inverted_index":{"Nowadays,":[0],"more":[1,3],"and":[2,38,80,122],"sources":[4],"(connected":[5],"devices,":[6],"social":[7],"networks,":[8],"etc.)":[9],"emit":[10],"real-time":[11],"data":[12],"with":[13],"fluctuating":[14],"rates":[15],"over":[16],"time.":[17],"Existing":[18],"distributed":[19],"stream":[20],"processing":[21],"engines":[22],"(SPE)":[23],"have":[24],"to":[25,50,54,68,116,140],"resolve":[26],"a":[27,96],"difficult":[28],"problem:":[29],"deliver":[30],"results":[31,72],"satisfying":[32],"end-users":[33],"in":[34,66,104],"terms":[35],"of":[36,48,71,83,94,102,144],"quality":[37],"latency":[39],"without":[40],"over-consuming":[41],"resources.":[42],"This":[43,74,90],"paper":[44],"focuses":[45],"on":[46,77],"parallelization":[47],"operators":[49,103],"adapt":[51],"their":[52,55],"throughput":[53],"input":[56],"rate.":[57],"We":[58,133],"suggest":[59],"an":[60,78,126],"approach":[61,75,111,139],"which":[62,112],"prevents":[63],"operator":[64],"congestion":[65],"order":[67],"limit":[69],"degradation":[70],"quality.":[73],"relies":[76],"automatic":[79],"dynamic":[81],"adaptation":[82],"resource":[84],"consumption":[85],"for":[86],"each":[87],"continuous":[88],"query.":[89],"solution":[91,143],"takes":[92],"advantage":[93],"i)":[95],"metric":[97],"estimating":[98],"the":[99,105,109,114,129,141],"activity":[100],"level":[101],"near":[106],"future":[107],"ii)":[108],"AUTOSCALE":[110],"evaluates":[113],"need":[115],"modify":[117],"parallelism":[118],"degrees":[119],"at":[120],"local":[121],"global":[123],"scope":[124],"iii)":[125],"integration":[127],"into":[128],"Apache":[130],"Storm":[131],"solution.":[132],"show":[134],"performance":[135],"tests":[136],"comparing":[137],"our":[138],"native":[142],"this":[145],"SPE.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-07-21T00:00:00"}
