{"id":"https://openalex.org/W4400880920","doi":"https://doi.org/10.1145/3629104.3666034","title":"StreamBed: Capacity Planning for Stream Processing","display_name":"StreamBed: Capacity Planning for Stream Processing","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4400880920","doi":"https://doi.org/10.1145/3629104.3666034"},"language":"en","primary_location":{"id":"doi:10.1145/3629104.3666034","doi":"https://doi.org/10.1145/3629104.3666034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3629104.3666034","pdf_url":null,"source":{"id":"https://openalex.org/S7407088216","display_name":"ACM International Conference on Distributed and Event-Based Systems (DEBS)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3629104.3666034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028665532","display_name":"Guillaume Rosinosky","orcid":"https://orcid.org/0000-0001-8980-1231","observed_orcids":["https://orcid.org/0000-0001-8980-1231"]},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["BE","FR"],"is_corresponding":false,"raw_author_name":"Guillaume Rosinosky","raw_affiliation_strings":["IMT Atlantique, Nantes Universit\u00e9, \u00c9cole Centrale Nantes, CNRS, Inria, LS2N - UMR, Nantes, France and UCLouvain"],"raw_orcid":"https://orcid.org/0000-0001-8980-1231","affiliations":[{"raw_affiliation_string":"IMT Atlantique, Nantes Universit\u00e9, \u00c9cole Centrale Nantes, CNRS, Inria, LS2N - UMR, Nantes, France and UCLouvain","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210117005","https://openalex.org/I4210127572","https://openalex.org/I95674353","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080198361","display_name":"Donatien Schmitz","orcid":"https://orcid.org/0009-0001-4455-1985","observed_orcids":["https://orcid.org/0009-0001-4455-1985"]},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Donatien Schmitz","raw_affiliation_strings":["ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium","ICTEAM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics (Place du Levant, 3, B-1348 Louvain-la-Neuve - Belgium)"],"raw_orcid":"https://orcid.org/0009-0001-4455-1985","affiliations":[{"raw_affiliation_string":"ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]},{"raw_affiliation_string":"ICTEAM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics (Place du Levant, 3, B-1348 Louvain-la-Neuve - Belgium)","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089664450","display_name":"\u00c9tienne Rivi\u00e8re","orcid":"https://orcid.org/0000-0002-4133-394X","observed_orcids":["https://orcid.org/0000-0002-4133-394X"]},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Etienne Rivi\u00e8re","raw_affiliation_strings":["ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium","ICTEAM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics (Place du Levant, 3, B-1348 Louvain-la-Neuve - Belgium)"],"raw_orcid":"https://orcid.org/0000-0002-4133-394X","affiliations":[{"raw_affiliation_string":"ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]},{"raw_affiliation_string":"ICTEAM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics (Place du Levant, 3, B-1348 Louvain-la-Neuve - Belgium)","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8921,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89036734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9307000041007996,"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":0.9307000041007996,"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":0.06129999831318855,"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":0.002300000051036477,"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/capacity-planning","display_name":"capacity planning","score":0.8849999904632568},{"id":"https://openalex.org/keywords/stream-processing","display_name":"stream processing","score":0.996999979019165},{"id":"https://openalex.org/keywords/resource-forecasting","display_name":"resource prediction","score":0.6660000085830688},{"id":"https://openalex.org/keywords/apache-flink","display_name":"Apache Flink","score":0.9380000233650208},{"id":"https://openalex.org/keywords/big-data-systems","display_name":"big data systems","score":0.35199999809265137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6161074638366699},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.49733594059944153},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.48124122619628906},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.10305637121200562},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07777982950210571}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3629104.3666034","doi":"https://doi.org/10.1145/3629104.3666034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3629104.3666034","pdf_url":null,"source":{"id":"https://openalex.org/S7407088216","display_name":"ACM International Conference on Distributed and Event-Based Systems (DEBS)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2309.03377","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2309.03377","pdf_url":"https://arxiv.org/pdf/2309.03377","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04708354v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04708354","pdf_url":"https://hal.science/hal-04708354v1/file/FINAL.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"DEBS 2024 - 18th ACM International Conference on Distributed and Event-based Systems, Jun 2024, Lyon, France. pp.90-102, &#x27E8;10.1145/3629104.3666034&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dial.uclouvain.be:boreal:280536","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/280536","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv,","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:293849","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/293849","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2309.03377","doi":"https://doi.org/10.48550/arxiv.2309.03377","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2309.03377","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3629104.3666034","doi":"https://doi.org/10.1145/3629104.3666034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3629104.3666034","pdf_url":null,"source":{"id":"https://openalex.org/S7407088216","display_name":"ACM International Conference on Distributed and Event-Based Systems (DEBS)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400880920.pdf","grobid_xml":"https://content.openalex.org/works/W4400880920.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2111364199","https://openalex.org/W2137487893","https://openalex.org/W2196497227","https://openalex.org/W2487348337","https://openalex.org/W2529999572","https://openalex.org/W2547005097","https://openalex.org/W2752238980","https://openalex.org/W2891978905","https://openalex.org/W2898352726","https://openalex.org/W2911635840","https://openalex.org/W2990956201","https://openalex.org/W3043649939","https://openalex.org/W3047875636","https://openalex.org/W3207452942","https://openalex.org/W4220809726","https://openalex.org/W4285021655","https://openalex.org/W4285134261"],"related_works":["https://openalex.org/W2949781423","https://openalex.org/W3198814502","https://openalex.org/W7081941891","https://openalex.org/W4408847198","https://openalex.org/W4296791446","https://openalex.org/W2000721511","https://openalex.org/W3046468249","https://openalex.org/W2725692756","https://openalex.org/W4398229825","https://openalex.org/W2593837619"],"abstract_inverted_index":{"We":[0,62],"present":[1],"StreamBed,":[2],"a":[3,20,43,49,58,93,97],"capacity":[4,44,83],"planning":[5,45],"system":[6],"for":[7,65,85],"stream":[8],"processing.":[9],"StreamBed":[10,41,64,79],"predicts,":[11],"ahead":[12],"of":[13,35,51,53,73],"any":[14],"production":[15],"deployment,":[16],"the":[17,32,54,74],"resources":[18],"that":[19,78],"query":[21,56],"will":[22],"require":[23],"to":[24],"process":[25],"an":[26],"incoming":[27],"data":[28],"rate":[29],"sustainably,":[30],"and":[31],"appropriate":[33],"configuration":[34],"these":[36],"resources.":[37],"For":[38],"this":[39],"purpose,":[40],"builds":[42],"model":[46,94],"by":[47],"piloting":[48],"series":[50],"runs":[52],"target":[55],"in":[57],"small-scale,":[59],"controlled":[60],"testbed.":[61,99],"implement":[63],"Apache":[66],"Flink.":[67],"Our":[68],"evaluation":[69],"with":[70,96],"large-scale":[71],"queries":[72],"Nexmark":[75],"benchmark":[76],"demonstrates":[77],"can":[80],"accurately":[81],"predict":[82],"requirements":[84],"jobs":[86],"spanning":[87],"more":[88],"than":[89],"1,000":[90],"cores":[91],"using":[92],"built":[95],"48-core":[98]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-23T00:00:00"}
