{"id":"https://openalex.org/W3194523758","doi":"https://doi.org/10.1155/2021/3833644","title":"Towards an Elastic Fog\u2010Computing Framework for IoT Big Data Analytics Applications","display_name":"Towards an Elastic Fog\u2010Computing Framework for IoT Big Data Analytics Applications","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3194523758","doi":"https://doi.org/10.1155/2021/3833644","mag":"3194523758"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3833644","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3833644","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/3833644.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/3833644.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026046422","display_name":"Linh Manh Pham","orcid":"https://orcid.org/0000-0001-9170-756X"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Linh Manh Pham","raw_affiliation_strings":["Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam","Institute of Information Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam","VNU University of Engineering and Technology, 144 Xuan Thuy, Cau Giay, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-9170-756X","affiliations":[{"raw_affiliation_string":"Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam","institution_ids":["https://openalex.org/I70349855"]},{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam","institution_ids":["https://openalex.org/I70349855"]},{"raw_affiliation_string":"VNU University of Engineering and Technology, 144 Xuan Thuy, Cau Giay, Hanoi, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013461012","display_name":"Truong-Thang Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truong-Thang Nguyen","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058394280","display_name":"Tien-Quang Hoang","orcid":"https://orcid.org/0000-0002-6053-2549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tien-Quang Hoang","raw_affiliation_strings":["Hanoi Pedagogical University 2, 32 Nguyen Van Linh, Xuan Hoa, Vinh Phuc, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-6053-2549","affiliations":[{"raw_affiliation_string":"Hanoi Pedagogical University 2, 32 Nguyen Van Linh, Xuan Hoa, Vinh Phuc, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026046422"],"corresponding_institution_ids":["https://openalex.org/I67868205","https://openalex.org/I70349855"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.9126,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75504405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8519575595855713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8436874747276306},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8180794715881348},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7241619825363159},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.7233157753944397},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6818970441818237},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6684783697128296},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5483253598213196},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5358110070228577},{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog computing","score":0.5204120874404907},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5096020698547363},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4903383255004883},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2602357864379883},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.22883960604667664},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15654221177101135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13948139548301697}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8519575595855713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8436874747276306},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8180794715881348},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7241619825363159},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.7233157753944397},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6818970441818237},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6684783697128296},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5483253598213196},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5358110070228577},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.5204120874404907},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5096020698547363},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4903383255004883},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2602357864379883},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22883960604667664},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15654221177101135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13948139548301697},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/3833644","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3833644","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/3833644.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fb339b88d9bb407883c9a60103993871","is_oa":true,"landing_page_url":"https://doaj.org/article/fb339b88d9bb407883c9a60103993871","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/3833644","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3833644","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/3833644.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7352779195","display_name":null,"funder_award_id":"GUST.STS.\u0110T2019-TT02","funder_id":"https://openalex.org/F4320334020","funder_display_name":"Graduate University of Science and Technology, Vietnam Academy of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320334020","display_name":"Graduate University of Science and Technology, Vietnam Academy of Science and Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3194523758.pdf","grobid_xml":"https://content.openalex.org/works/W3194523758.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1931512251","https://openalex.org/W2056959789","https://openalex.org/W2291823293","https://openalex.org/W2337814710","https://openalex.org/W2565437603","https://openalex.org/W2601051779","https://openalex.org/W2756059872","https://openalex.org/W2763832653","https://openalex.org/W2775827109","https://openalex.org/W2798710017","https://openalex.org/W2888406440","https://openalex.org/W2892636405","https://openalex.org/W2900510957","https://openalex.org/W2903316082","https://openalex.org/W2946795419","https://openalex.org/W3013718702"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4285553818","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413"],"abstract_inverted_index":{"IoT":[0,27,94,128,151],"applications":[1,98,132],"have":[2],"been":[3],"being":[4],"moved":[5],"to":[6,15,24,47,62,65,69,173],"the":[7,10,41,100,141],"cloud":[8,42],"during":[9],"last":[11],"decade":[12],"in":[13],"order":[14],"reduce":[16],"operating":[17],"costs":[18],"and":[19,43,57,86,90,122],"provide":[20],"more":[21],"scalable":[22],"services":[23],"users.":[25],"However,":[26],"latency\u2010sensitive":[28],"big":[29,95,129,152],"data":[30,96,130,153],"streaming":[31],"systems":[32],"(e.g.,":[33],"smart":[34,66,165],"home":[35,166],"application)":[36],"is":[37,107],"not":[38,108],"suitable":[39],"with":[40],"needs":[44],"another":[45],"model":[46],"fit":[48],"in.":[49],"Fog":[50],"computing,":[51],"aiming":[52],"at":[53],"bringing":[54],"computation,":[55],"communication,":[56],"storage":[58],"resources":[59],"from":[60],"\u201ccloud":[61],"ground\u201d":[63],"closest":[64],"end\u2010devices,":[67],"seems":[68],"be":[70],"a":[71,115,134,148,163],"complementary":[72],"appropriate":[73],"proposal":[74],"for":[75,88,126,137],"such":[76],"type":[77],"of":[78,93,150,177],"application.":[79],"Although":[80],"there":[81],"are":[82],"various":[83],"research":[84],"efforts":[85],"solutions":[87],"deploying":[89],"conducting":[91],"elasticity":[92,124,138],"analytics":[97,131,154],"on":[99,104,156],"cloud,":[101],"similar":[102],"work":[103],"fog":[105,157],"computing":[106],"many.":[109],"This":[110],"article":[111,142],"firstly":[112],"introduces":[113],"AutoFog,":[114],"fog\u2010computing":[116],"framework,":[117],"which":[118],"provides":[119],"holistic":[120],"deployment":[121],"an":[123],"solution":[125],"fog\u2010based":[127],"including":[133],"novel":[135],"mechanism":[136],"provision.":[139],"Secondly,":[140],"also":[143],"points":[144],"out":[145],"requirements":[146],"that":[147],"framework":[149],"application":[155],"environment":[158],"should":[159],"support.":[160],"Finally,":[161],"through":[162],"realistic":[164],"use":[167],"case,":[168],"extensive":[169],"experiments":[170],"were":[171],"conducted":[172],"validate":[174],"typical":[175],"aspects":[176],"our":[178],"proposed":[179],"framework.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}