{"id":"https://openalex.org/W4360985869","doi":"https://doi.org/10.1134/s036176882301005x","title":"Real-Time Analytics: Benefits, Limitations, and Tradeoffs","display_name":"Real-Time Analytics: Benefits, Limitations, and Tradeoffs","publication_year":2023,"publication_date":"2023-02-01","ids":{"openalex":"https://openalex.org/W4360985869","doi":"https://doi.org/10.1134/s036176882301005x"},"language":"en","primary_location":{"id":"doi:10.1134/s036176882301005x","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s036176882301005x","pdf_url":null,"source":{"id":"https://openalex.org/S150218641","display_name":"Programming and Computer Software","issn_l":"0361-7688","issn":["0361-7688","1608-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Programming and Computer Software","raw_type":"journal-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/A5001647280","display_name":"\u0421\u0435\u0440\u0433\u0435\u0439 \u041a\u0443\u0437\u043d\u0435\u0446\u043e\u0432","orcid":"https://orcid.org/0000-0002-8257-028X"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]},{"id":"https://openalex.org/I4210101868","display_name":"Institute for System Programming","ror":"https://ror.org/017ef8252","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210101868","https://openalex.org/I4210124601"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"S. D. Kuznetsov","raw_affiliation_strings":["Ivannikov Institute for System Programming of the Russian Academy of Sciences, 109004, Moscow, Russia","Moscow Institute of Physics and Technology (State University), 141700, Dolgoprudny, Moscow oblast, Russia","Moscow State University, 119991, Moscow, Russia","National Research University, Higher School of Economics, 101978, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Ivannikov Institute for System Programming of the Russian Academy of Sciences, 109004, Moscow, Russia","institution_ids":["https://openalex.org/I4210101868"]},{"raw_affiliation_string":"Moscow Institute of Physics and Technology (State University), 141700, Dolgoprudny, Moscow oblast, Russia","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"Moscow State University, 119991, Moscow, Russia","institution_ids":["https://openalex.org/I19880235"]},{"raw_affiliation_string":"National Research University, Higher School of Economics, 101978, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058390280","display_name":"Pavel Velikhov","orcid":"https://orcid.org/0000-0002-0644-8047"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. E. Velikhov","raw_affiliation_strings":["TigerGraph, 94065, Redwood City, CA, United States"],"affiliations":[{"raw_affiliation_string":"TigerGraph, 94065, Redwood City, CA, United States","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044838993","display_name":"Qiang Fu","orcid":"https://orcid.org/0000-0003-0244-1718"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Q. Fu","raw_affiliation_strings":["Huawei Technologies Co., Ltd., 121614, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd., 121614, Moscow, Russia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001647280","https://openalex.org/A5044838993","https://openalex.org/A5058390280"],"corresponding_institution_ids":["https://openalex.org/I118501908","https://openalex.org/I153845743","https://openalex.org/I19880235","https://openalex.org/I4210101868"],"apc_list":null,"apc_paid":null,"fwci":3.64,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93517883,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"49","issue":"1","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9952999949455261,"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":0.9952999949455261,"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":0.9909999966621399,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/analytics","display_name":"Analytics","score":0.8113038539886475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.768886923789978},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.6708850264549255},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6297156810760498},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5579680800437927},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.4593338072299957},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.43967756628990173},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.337326318025589},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2684747874736786},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.1948295533657074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0877150297164917},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.07570061087608337}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.8113038539886475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.768886923789978},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.6708850264549255},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6297156810760498},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5579680800437927},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.4593338072299957},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.43967756628990173},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.337326318025589},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2684747874736786},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.1948295533657074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0877150297164917},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.07570061087608337},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1134/s036176882301005x","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s036176882301005x","pdf_url":null,"source":{"id":"https://openalex.org/S150218641","display_name":"Programming and Computer Software","issn_l":"0361-7688","issn":["0361-7688","1608-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Programming and Computer Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W586884476","https://openalex.org/W1508412218","https://openalex.org/W1509841269","https://openalex.org/W1526190127","https://openalex.org/W1582747324","https://openalex.org/W1831560769","https://openalex.org/W1967091776","https://openalex.org/W1967601791","https://openalex.org/W1988679864","https://openalex.org/W2003272624","https://openalex.org/W2003515726","https://openalex.org/W2010801412","https://openalex.org/W2020129682","https://openalex.org/W2020765652","https://openalex.org/W2074935284","https://openalex.org/W2108971776","https://openalex.org/W2128362607","https://openalex.org/W2132461362","https://openalex.org/W2133802856","https://openalex.org/W2135003477","https://openalex.org/W2135038323","https://openalex.org/W2141992894","https://openalex.org/W2149576945","https://openalex.org/W2157022252","https://openalex.org/W2183342041","https://openalex.org/W2250374629","https://openalex.org/W2252077026","https://openalex.org/W2255491979","https://openalex.org/W2285386087","https://openalex.org/W2430301697","https://openalex.org/W2485234578","https://openalex.org/W2612704407","https://openalex.org/W2752994206","https://openalex.org/W2942482739","https://openalex.org/W2987906543","https://openalex.org/W2999505802","https://openalex.org/W3152668742","https://openalex.org/W4253975767","https://openalex.org/W4292080258"],"related_works":["https://openalex.org/W2543688022","https://openalex.org/W4226266853","https://openalex.org/W2610964225","https://openalex.org/W2413477332","https://openalex.org/W4210252074","https://openalex.org/W3033964479","https://openalex.org/W3092201768","https://openalex.org/W2051833471","https://openalex.org/W3123108850","https://openalex.org/W2740083192"],"abstract_inverted_index":{"Real-time":[0],"analytics":[1,14,75],"is":[2,15,46,94],"a":[3,47,63],"relatively":[4],"new":[5],"branch":[6],"of":[7,12,36,40,59,67,91,116],"analytics.":[8],"A":[9],"common":[10],"definition":[11],"real-time":[13,74,102],"that":[16,111],"it":[17],"consists":[18],"in":[19,43,83],"analyzing":[20],"data":[21,30],"as":[22,24,77],"quickly":[23],"possible":[25],"over":[26],"the":[27,34,37,51,57,60,97,109,117],"most":[28],"recent":[29],"possible.":[31],"This":[32],"defines":[33],"essence":[35],"fundamental":[38],"needs":[39],"users,":[41],"but":[42],"no":[44],"way":[45],"specific":[48],"requirement":[49],"for":[50],"corresponding":[52],"software":[53],"systems":[54,70,76,118],"due":[55],"to":[56,95,100,121],"vagueness":[58],"definition.":[61],"As":[62],"result,":[64],"different":[65,79,98],"manufacturers":[66],"analytical":[68],"data-management":[69],"and":[71,86,106,108,114],"researchers":[72],"classify":[73],"extremely":[78],"systems,":[80],"which":[81],"differ":[82],"architecture,":[84],"functionality,":[85],"even":[87],"timing.":[88],"The":[89],"purpose":[90],"this":[92],"article":[93],"analyze":[96],"approaches":[99],"providing":[101],"analytics,":[103],"their":[104],"advantages":[105],"disadvantages,":[107],"tradeoffs":[110],"both":[112],"designers":[113],"users":[115],"inevitably":[119],"have":[120],"make.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-02T13:48:15.688549","created_date":"2025-10-10T00:00:00"}
