{"id":"https://openalex.org/W3029425001","doi":"https://doi.org/10.1145/3318464.3383131","title":"Beyond Analytics: The Evolution of Stream Processing Systems","display_name":"Beyond Analytics: The Evolution of Stream Processing Systems","publication_year":2020,"publication_date":"2020-05-29","ids":{"openalex":"https://openalex.org/W3029425001","doi":"https://doi.org/10.1145/3318464.3383131","mag":"3029425001"},"language":"en","primary_location":{"id":"doi:10.1145/3318464.3383131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318464.3383131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 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/A5039432313","display_name":"Paris Carbone","orcid":"https://orcid.org/0000-0002-9351-8508"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Paris Carbone","raw_affiliation_strings":["RISE - Research Institutes of Sweden, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"RISE - Research Institutes of Sweden, Stockholm, Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019968638","display_name":"Marios Fragkoulis","orcid":"https://orcid.org/0000-0002-0160-0855"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marios Fragkoulis","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068567119","display_name":"Vasiliki Kalavri","orcid":"https://orcid.org/0000-0001-8219-4862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vasiliki Kalavri","raw_affiliation_strings":["Boston University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002932353","display_name":"Asterios Katsifodimos","orcid":"https://orcid.org/0000-0002-6717-2945"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Asterios Katsifodimos","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039432313"],"corresponding_institution_ids":["https://openalex.org/I2800664555"],"apc_list":null,"apc_paid":null,"fwci":6.4475,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.96808135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2651","last_page":"2658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9998000264167786,"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/T11106","display_name":"Data Management and Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7903323173522949},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.7897747755050659},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.7186369895935059},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6689696311950684},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6583460569381714},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6059443354606628},{"id":"https://openalex.org/keywords/prime-time","display_name":"Prime time","score":0.5122494101524353},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5068774819374084},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.43963316082954407},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4274401366710663},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35396426916122437},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2057167887687683},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16838619112968445},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16079485416412354},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.10125082731246948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7903323173522949},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.7897747755050659},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.7186369895935059},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6689696311950684},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6583460569381714},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6059443354606628},{"id":"https://openalex.org/C2779017109","wikidata":"https://www.wikidata.org/wiki/Q745818","display_name":"Prime time","level":2,"score":0.5122494101524353},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5068774819374084},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.43963316082954407},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4274401366710663},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35396426916122437},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2057167887687683},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16838619112968445},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16079485416412354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.10125082731246948},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3318464.3383131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318464.3383131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1510252230","https://openalex.org/W1539153042","https://openalex.org/W1975323634","https://openalex.org/W2002110561","https://openalex.org/W2008333370","https://openalex.org/W2010801412","https://openalex.org/W2052464302","https://openalex.org/W2082171780","https://openalex.org/W2091102268","https://openalex.org/W2099395665","https://openalex.org/W2101717554","https://openalex.org/W2102163972","https://openalex.org/W2103871325","https://openalex.org/W2131166445","https://openalex.org/W2132461362","https://openalex.org/W2135216003","https://openalex.org/W2141003391","https://openalex.org/W2144261930","https://openalex.org/W2144973160","https://openalex.org/W2149576945","https://openalex.org/W2152558130","https://openalex.org/W2153399951","https://openalex.org/W2153972927","https://openalex.org/W2156212081","https://openalex.org/W2156972533","https://openalex.org/W2157022252","https://openalex.org/W2162747054","https://openalex.org/W2167274498","https://openalex.org/W2170861540","https://openalex.org/W2173213060","https://openalex.org/W2247317079","https://openalex.org/W2282396894","https://openalex.org/W2470389720","https://openalex.org/W2566979091","https://openalex.org/W2622443349","https://openalex.org/W2752238980","https://openalex.org/W2753910905","https://openalex.org/W2795182149","https://openalex.org/W2798434712","https://openalex.org/W2899472238","https://openalex.org/W2933563510","https://openalex.org/W2946887925","https://openalex.org/W2947484926","https://openalex.org/W2963390429","https://openalex.org/W2971034972","https://openalex.org/W2998313456","https://openalex.org/W3008644303","https://openalex.org/W3011239338","https://openalex.org/W3100469037","https://openalex.org/W3127271631","https://openalex.org/W4232534713"],"related_works":["https://openalex.org/W2151632549","https://openalex.org/W2115923045","https://openalex.org/W2623584706","https://openalex.org/W1993099704","https://openalex.org/W3022897553","https://openalex.org/W2485519026","https://openalex.org/W3126851503","https://openalex.org/W4287779284","https://openalex.org/W2001785422","https://openalex.org/W2225706042"],"abstract_inverted_index":{"Stream":[0],"processing":[1,109,144],"has":[2],"been":[3],"an":[4],"active":[5],"research":[6,28,51],"field":[7],"for":[8,106],"more":[9],"than":[10],"20":[11],"years,":[12],"but":[13],"it":[14],"is":[15,40],"now":[16],"witnessing":[17],"its":[18],"prime":[19],"time":[20],"due":[21],"to":[22,45,63,88,96,124],"recent":[23,97],"successful":[24],"efforts":[25],"by":[26],"the":[27,65,82,90,93,134],"community":[29,95],"and":[30,47,70,75,114,138],"numerous":[31],"worldwide":[32],"open-source":[33],"communities.":[34],"The":[35],"goal":[36],"of":[37,92,141],"this":[38],"tutorial":[39],"threefold.":[41],"First,":[42],"we":[43,61,86],"aim":[44],"review":[46],"highlight":[48],"noteworthy":[49],"past":[50],"findings,":[52],"which":[53],"were":[54],"largely":[55],"ignored":[56],"until":[57],"very":[58],"recently.":[59],"Second,":[60],"intend":[62],"underline":[64],"differences":[66],"between":[67],"early":[68],"('00-'10)":[69],"modern":[71,117],"('11-'18)":[72],"streaming":[73,99,118],"systems,":[74],"how":[76],"those":[77],"systems":[78,100,119],"have":[79],"evolved":[80],"through":[81],"years.":[83],"Most":[84],"importantly,":[85],"wish":[87],"turn":[89],"attention":[91],"database":[94],"trends:":[98],"are":[101,120],"no":[102],"longer":[103],"used":[104,123],"only":[105],"classic":[107],"stream":[108,143],"workloads,":[110],"namely":[111],"window":[112],"aggregates":[113],"joins.":[115],"Instead,":[116],"being":[121],"increasingly":[122],"deploy":[125],"general":[126],"event-driven":[127],"applications":[128],"in":[129],"a":[130],"scalable":[131],"fashion,":[132],"challenging":[133],"design":[135],"decisions,":[136],"architecture":[137],"intended":[139],"use":[140],"existing":[142],"systems.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
