{"id":"https://openalex.org/W2152558130","doi":"https://doi.org/10.1145/2463676.2465282","title":"Integrating scale out and fault tolerance in stream processing using operator state management","display_name":"Integrating scale out and fault tolerance in stream processing using operator state management","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2152558130","doi":"https://doi.org/10.1145/2463676.2465282","mag":"2152558130"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465282","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","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/A5003690515","display_name":"Raul Castro Fernandez","orcid":"https://orcid.org/0000-0001-7675-6080"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Raul Castro Fernandez","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108345030","display_name":"Matteo Migliavacca","orcid":null},"institutions":[{"id":"https://openalex.org/I20581793","display_name":"University of Kent","ror":"https://ror.org/00xkeyj56","country_code":"GB","type":"education","lineage":["https://openalex.org/I20581793"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matteo Migliavacca","raw_affiliation_strings":["University of Kent, Canterbury, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Kent, Canterbury, United Kingdom","institution_ids":["https://openalex.org/I20581793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051440292","display_name":"Evangelia Kalyvianaki","orcid":"https://orcid.org/0000-0003-0753-1261"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Evangelia Kalyvianaki","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078842469","display_name":"Peter Pietzuch","orcid":"https://orcid.org/0000-0002-6963-5640"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Pietzuch","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003690515"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":94.4195,"has_fulltext":false,"cited_by_count":336,"citation_normalized_percentile":{"value":0.99959914,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"725","last_page":"736"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9990000128746033,"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/T10772","display_name":"Distributed systems and fault tolerance","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"}}],"keywords":[{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.9026050567626953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8340765237808228},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7907143831253052},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6993937492370605},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6541088819503784},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.5916985869407654},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5621025562286377},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4919526278972626},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.48308661580085754},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.4720909297466278},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46250057220458984},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4328465759754181},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.40727055072784424},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3223009705543518},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19279685616493225},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18177396059036255}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9026050567626953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340765237808228},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7907143831253052},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6993937492370605},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6541088819503784},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.5916985869407654},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5621025562286377},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4919526278972626},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.48308661580085754},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.4720909297466278},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46250057220458984},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4328465759754181},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.40727055072784424},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3223009705543518},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19279685616493225},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18177396059036255},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2463676.2465282","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:kar.kent.ac.uk:36276","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465282>)","pdf_url":null,"source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"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"},{"id":"pmh:oai:openaccess.city.ac.uk:8175","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465282>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.676.6363","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.676.6363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lsds.doc.ic.ac.uk/sites/default/files/sigmod13-seep.pdf","raw_type":"text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/11129","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/11129","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM International Conference on Management of Data (SIGMOD)","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3075709639","display_name":null,"funder_award_id":"EP/F035217/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3100914193","display_name":null,"funder_award_id":"EP/F042469/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W158891750","https://openalex.org/W193472157","https://openalex.org/W1485071730","https://openalex.org/W1646696449","https://openalex.org/W2017203676","https://openalex.org/W2017338346","https://openalex.org/W2027495111","https://openalex.org/W2036260704","https://openalex.org/W2043099794","https://openalex.org/W2043656323","https://openalex.org/W2047358712","https://openalex.org/W2063029095","https://openalex.org/W2074489032","https://openalex.org/W2097065925","https://openalex.org/W2106089390","https://openalex.org/W2110040127","https://openalex.org/W2112215401","https://openalex.org/W2115503987","https://openalex.org/W2119745055","https://openalex.org/W2120456613","https://openalex.org/W2126969025","https://openalex.org/W2129824589","https://openalex.org/W2131166445","https://openalex.org/W2135722928","https://openalex.org/W2139734539","https://openalex.org/W2147544162","https://openalex.org/W2151575925","https://openalex.org/W2153399951","https://openalex.org/W2155110539","https://openalex.org/W2156896988","https://openalex.org/W2162957845","https://openalex.org/W2164602789","https://openalex.org/W2169466806"],"related_works":["https://openalex.org/W2010422203","https://openalex.org/W2088620127","https://openalex.org/W2891231771","https://openalex.org/W3091112164","https://openalex.org/W2743348030","https://openalex.org/W2947629119","https://openalex.org/W1963799338","https://openalex.org/W2542775576","https://openalex.org/W2900408237","https://openalex.org/W4388349191"],"abstract_inverted_index":{"As":[0],"users":[1],"of":[2,14,27,42,71],"\"big":[3],"data\"":[4],"applications":[5],"expect":[6],"fresh":[7],"results,":[8],"we":[9],"witness":[10],"a":[11],"new":[12,33],"breed":[13],"stream":[15,95],"processing":[16],"systems":[17,31],"(SPS)":[18],"that":[19],"are":[20,65],"designed":[21],"to":[22,24,36,89],"scale":[23,47],"large":[25],"numbers":[26],"cloud-hosted":[28],"machines.":[29],"Such":[30],"face":[32],"challenges:":[34],"(i)":[35],"benefit":[37],"from":[38],"the":[39,60],"\"pay-as-you-go\"":[40],"model":[41],"cloud":[43],"computing,":[44],"they":[45],"must":[46,73,101],"out":[48,104],"on":[49,69],"demand,":[50],"acquiring":[51],"additional":[52],"virtual":[53],"machines":[54],"(VMs)":[55],"and":[56,105],"parallelising":[57],"operators":[58],"when":[59,94],"workload":[61],"increases;":[62],"(ii)":[63],"failures":[64],"common":[66],"with":[67,76],"deployments":[68],"hundreds":[70],"VMs-systems":[72],"be":[74,102],"fault-tolerant":[75],"fast":[77],"recovery":[78],"times,":[79],"yet":[80],"low":[81],"per-machine":[82],"overheads.":[83],"An":[84],"open":[85],"question":[86],"is":[87],"how":[88],"achieve":[90],"these":[91],"two":[92],"goals":[93],"queries":[96],"include":[97],"stateful":[98],"operators,":[99],"which":[100],"scaled":[103],"recovered":[106],"without":[107],"affecting":[108],"query":[109],"results.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":46},{"year":2018,"cited_by_count":37},{"year":2017,"cited_by_count":46},{"year":2016,"cited_by_count":49},{"year":2015,"cited_by_count":35},{"year":2014,"cited_by_count":22},{"year":2013,"cited_by_count":7}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}