{"id":"https://openalex.org/W3178107049","doi":"https://doi.org/10.1109/comst.2021.3094993","title":"Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions","display_name":"Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3178107049","doi":"https://doi.org/10.1109/comst.2021.3094993","mag":"3178107049"},"language":"en","primary_location":{"id":"doi:10.1109/comst.2021.3094993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2021.3094993","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Communications Surveys & Tutorials","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/COMST.2021.3094993","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065801245","display_name":"Feras M. Awaysheh","orcid":"https://orcid.org/0000-0002-9561-6099"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE","ES"],"is_corresponding":false,"raw_author_name":"Feras M. Awaysheh","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes, University of Santiago de Compostela, Santiago de Compostela, Spain","Data System Group, University of Tartu, Tartu, Estonia"],"raw_orcid":"https://orcid.org/0000-0002-9561-6099","affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes, University of Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239","https://openalex.org/I4210111807"]},{"raw_affiliation_string":"Data System Group, University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018409592","display_name":"Mamoun Alazab","orcid":"https://orcid.org/0000-0002-1928-3704"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mamoun Alazab","raw_affiliation_strings":["College of Engineering, IT and Environment, Charles Darwin University, Casuarina, NT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1928-3704","affiliations":[{"raw_affiliation_string":"College of Engineering, IT and Environment, Charles Darwin University, Casuarina, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005877741","display_name":"Sahil Garg","orcid":"https://orcid.org/0000-0003-0229-608X"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sahil Garg","raw_affiliation_strings":["Electrical Engineering Department, \u00c9cole de Technologie Sup\u00e9rieure, Universit\u00e9 du Qu\u00e9bec, Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0229-608X","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, \u00c9cole de Technologie Sup\u00e9rieure, Universit\u00e9 du Qu\u00e9bec, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016866376","display_name":"Christos Verikoukis","orcid":"https://orcid.org/0000-0001-8774-1052"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Christos Verikoukis","raw_affiliation_strings":["SMARTECH Department, Telecommunications Technological Centre of Catalonia (CTTC/CERCA), Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8774-1052","affiliations":[{"raw_affiliation_string":"SMARTECH Department, Telecommunications Technological Centre of Catalonia (CTTC/CERCA), Barcelona, Spain","institution_ids":["https://openalex.org/I4210087295"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.4507,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.98889914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"23","issue":"4","first_page":"2098","last_page":"2130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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/T11478","display_name":"Caching and Content Delivery","score":0.9988999962806702,"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/software-deployment","display_name":"Software deployment","score":0.8232512474060059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6639864444732666},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6237690448760986},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5087717175483704},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.4724990129470825},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.4599439799785614},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.4576643109321594},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.4156482219696045},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30156928300857544},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.24708256125450134},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1700727641582489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16049900650978088},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14269208908081055}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8232512474060059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6639864444732666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6237690448760986},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5087717175483704},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.4724990129470825},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.4599439799785614},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.4576643109321594},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.4156482219696045},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30156928300857544},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.24708256125450134},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1700727641582489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16049900650978088},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14269208908081055},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/comst.2021.3094993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2021.3094993","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Communications Surveys & Tutorials","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:13875451","is_oa":true,"landing_page_url":"https://doi.org/10.1109/COMST.2021.3094993","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions, 23(4), 2098 - 2130, (2021-07-09)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:13875451","is_oa":true,"landing_page_url":"https://doi.org/10.1109/COMST.2021.3094993","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions, 23(4), 2098 - 2130, (2021-07-09)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2829588946","display_name":null,"funder_award_id":"AISG-GC-2019-003","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G340549768","display_name":null,"funder_award_id":"2017 SGR 891","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320334830","display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca","ror":"https://ror.org/01n4pqe45"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":246,"referenced_works":["https://openalex.org/W80026059","https://openalex.org/W135313748","https://openalex.org/W651540681","https://openalex.org/W1566294556","https://openalex.org/W1581677478","https://openalex.org/W1598064945","https://openalex.org/W1861377444","https://openalex.org/W1897307202","https://openalex.org/W1904349858","https://openalex.org/W1957434436","https://openalex.org/W1965236795","https://openalex.org/W1968801596","https://openalex.org/W1972343800","https://openalex.org/W1974396493","https://openalex.org/W1976914761","https://openalex.org/W1978150957","https://openalex.org/W1984712701","https://openalex.org/W1984716838","https://openalex.org/W1986640826","https://openalex.org/W1987753593","https://openalex.org/W1989116727","https://openalex.org/W1991126176","https://openalex.org/W1993120508","https://openalex.org/W1998584703","https://openalex.org/W1999329795","https://openalex.org/W2006519720","https://openalex.org/W2008216781","https://openalex.org/W2013658930","https://openalex.org/W2013826439","https://openalex.org/W2015377416","https://openalex.org/W2016731656","https://openalex.org/W2019183416","https://openalex.org/W2024077218","https://openalex.org/W2024649806","https://openalex.org/W2024952943","https://openalex.org/W2029324211","https://openalex.org/W2029588049","https://openalex.org/W2031427135","https://openalex.org/W2036725540","https://openalex.org/W2040722314","https://openalex.org/W2044644046","https://openalex.org/W2045275492","https://openalex.org/W2048310536","https://openalex.org/W2050621158","https://openalex.org/W2051505342","https://openalex.org/W2057923756","https://openalex.org/W2058394802","https://openalex.org/W2063368677","https://openalex.org/W2064349969","https://openalex.org/W2066219728","https://openalex.org/W2067220670","https://openalex.org/W2070275167","https://openalex.org/W2072888046","https://openalex.org/W2076838724","https://openalex.org/W2080112978","https://openalex.org/W2081161958","https://openalex.org/W2081165495","https://openalex.org/W2083851099","https://openalex.org/W2084318159","https://openalex.org/W2084667297","https://openalex.org/W2086392024","https://openalex.org/W2088734805","https://openalex.org/W2095977162","https://openalex.org/W2096125134","https://openalex.org/W2097415456","https://openalex.org/W2098017870","https://openalex.org/W2101731563","https://openalex.org/W2102840489","https://openalex.org/W2103088010","https://openalex.org/W2103402787","https://openalex.org/W2105160174","https://openalex.org/W2105947650","https://openalex.org/W2106908463","https://openalex.org/W2107589467","https://openalex.org/W2109574129","https://openalex.org/W2109720909","https://openalex.org/W2110317924","https://openalex.org/W2111619626","https://openalex.org/W2114896543","https://openalex.org/W2115197551","https://openalex.org/W2116985078","https://openalex.org/W2117036949","https://openalex.org/W2118380183","https://openalex.org/W2119629846","https://openalex.org/W2120422789","https://openalex.org/W2121761752","https://openalex.org/W2125754690","https://openalex.org/W2128281828","https://openalex.org/W2129817042","https://openalex.org/W2131629857","https://openalex.org/W2141229524","https://openalex.org/W2142863519","https://openalex.org/W2148317584","https://openalex.org/W2149140091","https://openalex.org/W2154446133","https://openalex.org/W2157024630","https://openalex.org/W2158056686","https://openalex.org/W2158535916","https://openalex.org/W2159128662","https://openalex.org/W2160613786","https://openalex.org/W2161190431","https://openalex.org/W2163782505","https://openalex.org/W2163961697","https://openalex.org/W2173213060","https://openalex.org/W2182062649","https://openalex.org/W2183702282","https://openalex.org/W2196852515","https://openalex.org/W2201122134","https://openalex.org/W2208859287","https://openalex.org/W2209882883","https://openalex.org/W2226599271","https://openalex.org/W2232367821","https://openalex.org/W2250422843","https://openalex.org/W2266330136","https://openalex.org/W2278349936","https://openalex.org/W2288923082","https://openalex.org/W2294371741","https://openalex.org/W2295078974","https://openalex.org/W2295280497","https://openalex.org/W2311292222","https://openalex.org/W2327798879","https://openalex.org/W2336975770","https://openalex.org/W2343686920","https://openalex.org/W2401070491","https://openalex.org/W2401664775","https://openalex.org/W2403237691","https://openalex.org/W2442939118","https://openalex.org/W2465698270","https://openalex.org/W2467582428","https://openalex.org/W2496453903","https://openalex.org/W2509151691","https://openalex.org/W2511195068","https://openalex.org/W2511876377","https://openalex.org/W2514569657","https://openalex.org/W2515608630","https://openalex.org/W2517584820","https://openalex.org/W2518931091","https://openalex.org/W2521319173","https://openalex.org/W2522626811","https://openalex.org/W2526776965","https://openalex.org/W2528005569","https://openalex.org/W2529446866","https://openalex.org/W2542459869","https://openalex.org/W2545520215","https://openalex.org/W2547572468","https://openalex.org/W2549430045","https://openalex.org/W2549748540","https://openalex.org/W2553677206","https://openalex.org/W2554552572","https://openalex.org/W2556419956","https://openalex.org/W2599605574","https://openalex.org/W2603406506","https://openalex.org/W2604216025","https://openalex.org/W2608271930","https://openalex.org/W2612857084","https://openalex.org/W2613409207","https://openalex.org/W2615310743","https://openalex.org/W2621350679","https://openalex.org/W2625392185","https://openalex.org/W2626230533","https://openalex.org/W2677041581","https://openalex.org/W2707658507","https://openalex.org/W2724504565","https://openalex.org/W2731949733","https://openalex.org/W2736111499","https://openalex.org/W2737889100","https://openalex.org/W2742536941","https://openalex.org/W2746885841","https://openalex.org/W2748971311","https://openalex.org/W2751152613","https://openalex.org/W2751513073","https://openalex.org/W2752849956","https://openalex.org/W2754870869","https://openalex.org/W2756244102","https://openalex.org/W2758593812","https://openalex.org/W2761451290","https://openalex.org/W2765403648","https://openalex.org/W2767339698","https://openalex.org/W2768211348","https://openalex.org/W2768928198","https://openalex.org/W2775269257","https://openalex.org/W2789811472","https://openalex.org/W2795111241","https://openalex.org/W2883360195","https://openalex.org/W2883910734","https://openalex.org/W2886128149","https://openalex.org/W2912213068","https://openalex.org/W2912802084","https://openalex.org/W2962814013","https://openalex.org/W2962978410","https://openalex.org/W2963664823","https://openalex.org/W2969644839","https://openalex.org/W2975128548","https://openalex.org/W2982382146","https://openalex.org/W2987618422","https://openalex.org/W2995564009","https://openalex.org/W2999561085","https://openalex.org/W3000142059","https://openalex.org/W3006140534","https://openalex.org/W3008497156","https://openalex.org/W3008684691","https://openalex.org/W3011994245","https://openalex.org/W3014907911","https://openalex.org/W3015414528","https://openalex.org/W3015636663","https://openalex.org/W3016325548","https://openalex.org/W3021319777","https://openalex.org/W3023328046","https://openalex.org/W3031958474","https://openalex.org/W3038173901","https://openalex.org/W3041552970","https://openalex.org/W3041971333","https://openalex.org/W3084020249","https://openalex.org/W3091870957","https://openalex.org/W3092140947","https://openalex.org/W3095879506","https://openalex.org/W3098486933","https://openalex.org/W3122934377","https://openalex.org/W3127643186","https://openalex.org/W3133504636","https://openalex.org/W3134843574","https://openalex.org/W3135849140","https://openalex.org/W3155342547","https://openalex.org/W3156226702","https://openalex.org/W3158091433","https://openalex.org/W4205585801","https://openalex.org/W4233510833","https://openalex.org/W4237130931","https://openalex.org/W4248767818","https://openalex.org/W4253359393","https://openalex.org/W4298239013","https://openalex.org/W4301006390","https://openalex.org/W6605390881","https://openalex.org/W6639193275","https://openalex.org/W6646897011","https://openalex.org/W6648659050","https://openalex.org/W6657652657","https://openalex.org/W6670490626","https://openalex.org/W6679408652","https://openalex.org/W6681019949","https://openalex.org/W6684084819","https://openalex.org/W6688262612","https://openalex.org/W6697460116","https://openalex.org/W6758383543","https://openalex.org/W6794194922","https://openalex.org/W7028269249"],"related_works":["https://openalex.org/W2356602486","https://openalex.org/W2351992668","https://openalex.org/W2324828474","https://openalex.org/W2374315191","https://openalex.org/W2391207559","https://openalex.org/W2384715785","https://openalex.org/W2349624418","https://openalex.org/W2064459023","https://openalex.org/W2384611437","https://openalex.org/W2347873412"],"abstract_inverted_index":{"Big":[0],"Data":[1],"(BD)":[2],"platforms":[3],"have":[4],"a":[5,105,116],"long":[6],"tradition":[7],"of":[8,26,92,96,119,123,157,168,186,211],"leveraging":[9],"trends":[10],"and":[11,18,62,82,129,161,214,227],"technologies":[12],"from":[13,172],"the":[14,32,41,70,77,86,93,112,120,149,187,209,218,228],"broader":[15],"computer":[16],"network":[17,52],"communication":[19,144,159],"community.":[20],"For":[21],"several":[22,200],"years,":[23,40],"dedicated":[24,176],"servers":[25],"homogeneous":[27],"clusters":[28,177],"were":[29],"employed":[30],"as":[31,154],"dominant":[33],"paradigm":[34],"in":[35,58],"BD":[36,42,66,72,78,124,158,173,189,212,219,225],"networks.":[37],"In":[38,74],"recent":[39],"landscape":[43,213],"has":[44,56],"changed,":[45],"porting":[46],"different":[47],"deployment":[48,100,127,190],"architectures":[49],"with":[50,80],"various":[51,59],"models.":[53],"This":[54,109],"trend":[55],"resulted":[57],"associated":[60,94],"opportunities":[61],"challenges":[63],"that":[64],"induce":[65],"practitioners":[67,220],"to":[68,136],"achieve":[69],"next-generation":[71],"vision.":[73],"particular,":[75],"addressing":[76],"velocity":[79],"batch":[81,125,150],"micro-batch":[83],"processing.":[84],"Nevertheless,":[85],"literature":[87],"misses":[88],"an":[89,183],"extensive":[90,184],"study":[91,110],"impacts":[95],"adopting":[97],"these":[98,138,169],"new":[99],"architectures,":[101,191],"giving":[102],"it":[103],"holds":[104],"significant":[106],"research":[107,206],"interest.":[108],"addresses":[111],"previous":[113],"concern,":[114],"offering":[115],"comprehensive":[117],"review":[118],"architectural":[121],"elements":[122],"query":[126,151],"models":[128,139,160],"environments.":[130],"A":[131],"novel":[132],"taxonomy":[133],"is":[134],"proposed":[135],"classify":[137],"based":[140,194],"on":[141,195,207,221],"their":[142,163,196],"underlying":[143,197],"systems.":[145],"We":[146],"first":[147],"discuss":[148],"processing":[152],"requirements":[153],"comparison":[155],"criteria":[156],"compare":[162],"salient":[164],"features.":[165],"The":[166],"benefits/challenges":[167],"environments":[170,223],"away":[171],"traditional":[174],"on-premise":[175],"are":[178,202],"presented.":[179],"Thereafter,":[180],"we":[181],"provide":[182,215],"survey":[185],"modern":[188],"categorizing":[192],"them":[193],"infrastructure.":[198],"Finally,":[199],"directions":[201],"outlined":[203],"for":[204,217],"future":[205],"improving":[208],"state-of-the-art":[210],"recommendations":[216],"emerging":[222],"supporting":[224],"applications":[226],"general":[229],"large-scale":[230],"data":[231],"analytics.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":6}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}