{"id":"https://openalex.org/W2540570975","doi":"https://doi.org/10.1109/tbdata.2016.2622719","title":"Architecting Time-Critical Big-Data Systems","display_name":"Architecting Time-Critical Big-Data Systems","publication_year":2016,"publication_date":"2016-10-31","ids":{"openalex":"https://openalex.org/W2540570975","doi":"https://doi.org/10.1109/tbdata.2016.2622719","mag":"2540570975"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2016.2622719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2622719","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1611.00946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022431034","display_name":"Pablo Basanta Val","orcid":"https://orcid.org/0000-0002-0522-9010"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo Basanta-Val","raw_affiliation_strings":["University Carlos III of, Madrid and UC3M-BS Institute of Financial Big Data (IFiBiD), Leganes, Madrid,, Spain"],"affiliations":[{"raw_affiliation_string":"University Carlos III of, Madrid and UC3M-BS Institute of Financial Big Data (IFiBiD), Leganes, Madrid,, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086605034","display_name":"Neil Audsley","orcid":"https://orcid.org/0000-0003-3739-6590"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil C. Audsley","raw_affiliation_strings":["Department of Computer Science, University of York, York, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of York, York, United Kingdom","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111427364","display_name":"Andy Wellings","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andy J. Wellings","raw_affiliation_strings":["Department of Computer Science, University of York, York, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of York, York, United Kingdom","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071038807","display_name":"Ian Gray","orcid":"https://orcid.org/0000-0003-1150-9905"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Gray","raw_affiliation_strings":["Department of Computer Science, University of York, York, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of York, York, United Kingdom","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027271427","display_name":"Norberto Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-6710-9081"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Norberto Fernandez-Garcia","raw_affiliation_strings":["CUD, Universidade de Vigo, Marin, Pontevedra, Spain"],"affiliations":[{"raw_affiliation_string":"CUD, Universidade de Vigo, Marin, Pontevedra, Spain","institution_ids":["https://openalex.org/I6289922"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022431034"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":13.1627,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.99214755,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"2","issue":"4","first_page":"310","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9975000023841858,"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":0.9966999888420105,"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/big-data","display_name":"Big data","score":0.8668316006660461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8614183068275452},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6200699806213379},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47998329997062683},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4749722182750702},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3789105713367462},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19304057955741882}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8668316006660461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8614183068275452},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6200699806213379},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47998329997062683},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4749722182750702},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3789105713367462},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19304057955741882},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tbdata.2016.2622719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2622719","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:109070","is_oa":false,"landing_page_url":"https://orcid.org/0000-0003-3739-6590>,","pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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:arXiv.org:1611.00946","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1611.00946","pdf_url":"https://arxiv.org/pdf/1611.00946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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-01391133v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01391133","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Big Data, 2016, ⟨10.1109/TBDATA.2016.2622719⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1611.00946","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1611.00946","pdf_url":"https://arxiv.org/pdf/1611.00946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W130593951","https://openalex.org/W334811598","https://openalex.org/W1488202922","https://openalex.org/W1494137514","https://openalex.org/W1494362833","https://openalex.org/W1540104745","https://openalex.org/W1553648561","https://openalex.org/W1635892993","https://openalex.org/W1683878900","https://openalex.org/W1731771962","https://openalex.org/W1835596079","https://openalex.org/W1946894044","https://openalex.org/W1963834708","https://openalex.org/W1968005108","https://openalex.org/W1968999661","https://openalex.org/W1973747955","https://openalex.org/W1976914761","https://openalex.org/W1988641860","https://openalex.org/W1993544783","https://openalex.org/W1998128459","https://openalex.org/W1999644179","https://openalex.org/W2001344931","https://openalex.org/W2002422213","https://openalex.org/W2012912569","https://openalex.org/W2019274887","https://openalex.org/W2043557192","https://openalex.org/W2048898205","https://openalex.org/W2049833004","https://openalex.org/W2067735840","https://openalex.org/W2068350851","https://openalex.org/W2069975387","https://openalex.org/W2080731889","https://openalex.org/W2106974838","https://openalex.org/W2117823778","https://openalex.org/W2119738171","https://openalex.org/W2120601740","https://openalex.org/W2139646386","https://openalex.org/W2141975087","https://openalex.org/W2153129868","https://openalex.org/W2159128662","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2273758016","https://openalex.org/W2331870320","https://openalex.org/W2344286452","https://openalex.org/W2357624768","https://openalex.org/W2399354038","https://openalex.org/W2406843370","https://openalex.org/W2461864141","https://openalex.org/W2463841486","https://openalex.org/W2523555989","https://openalex.org/W2579247884","https://openalex.org/W2717920768","https://openalex.org/W2952329933","https://openalex.org/W2963827921","https://openalex.org/W3103571870","https://openalex.org/W6605317028","https://openalex.org/W6662648170","https://openalex.org/W6687322159","https://openalex.org/W6713953514","https://openalex.org/W6910183645"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Current":[0],"infrastructures":[1,29,104],"for":[2],"developing":[3],"big-data":[4,11,76,92],"applications":[5,47],"are":[6,42],"able":[7],"to":[8,23,33],"process":[9],"-via":[10],"analytics-":[12],"huge":[13],"amounts":[14],"of":[15,19,38,58,73,81,83,89],"data,":[16],"using":[17],"clusters":[18],"machines":[20],"that":[21,105,117],"collaborate":[22],"perform":[24],"parallel":[25],"computations.":[26],"However,":[27],"current":[28],"were":[30],"not":[31],"designed":[32],"work":[34],"with":[35,70,121],"the":[36,56,59,71,79,86,99,103,107],"requirements":[37],"time-critical":[39,50,66,75],"applications;":[40],"they":[41],"more":[43],"focused":[44],"on":[45],"general-purpose":[46],"rather":[48],"than":[49],"ones.":[51],"Addressing":[52],"this":[53,63],"issue":[54],"from":[55,78,102],"perspective":[57],"real-time":[60],"systems":[61],"community,":[62],"paper":[64],"considers":[65],"big-data.":[67],"It":[68],"deals":[69],"definition":[72],"a":[74],"system":[77],"point":[80],"view":[82],"requirements,":[84],"analyzing":[85],"specific":[87],"characteristics":[88],"some":[90],"popular":[91],"applications.":[93],"This":[94],"analysis":[95],"is":[96],"complemented":[97],"by":[98],"challenges":[100],"stemmed":[101],"support":[106],"applications,":[108],"proposing":[109],"an":[110],"architecture":[111],"and":[112],"offering":[113],"initial":[114],"performance":[115],"patterns":[116],"connect":[118],"application":[119],"costs":[120],"infrastructure":[122],"performance.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":21}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}