{"id":"https://openalex.org/W7127975701","doi":"https://doi.org/10.1002/dac.70418","title":"An Overview of Deep Learning Techniques for Big Data IoT Applications","display_name":"An Overview of Deep Learning Techniques for Big Data IoT Applications","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127975701","doi":"https://doi.org/10.1002/dac.70418"},"language":"en","primary_location":{"id":"doi:10.1002/dac.70418","is_oa":true,"landing_page_url":"https://doi.org/10.1002/dac.70418","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/dac.70418","source":{"id":"https://openalex.org/S175310385","display_name":"International Journal of Communication Systems","issn_l":"1074-5351","issn":["1074-5351","1099-1131"],"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":"International Journal of Communication Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/dac.70418","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045344981","display_name":"Gagandeep Kaur","orcid":"https://orcid.org/0000-0003-3149-4384"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gagandeep Kaur","raw_affiliation_strings":["Department of Electronics and Communication Engineering Amity University  Noida India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering Amity University  Noida India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121828531","display_name":"Vipin Balyan","orcid":null},"institutions":[{"id":"https://openalex.org/I159253421","display_name":"Cape Peninsula University of Technology","ror":"https://ror.org/056e9h402","country_code":"ZA","type":"education","lineage":["https://openalex.org/I159253421"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Vipin Balyan","raw_affiliation_strings":["Department of Electrical, Electronics and Computer Engineering Cape Peninsula University of Technology  Cape Town South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Computer Engineering Cape Peninsula University of Technology  Cape Town South Africa","institution_ids":["https://openalex.org/I159253421"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055876760","display_name":"Sindhu Hak Gupta","orcid":"https://orcid.org/0000-0002-0977-4809"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sindhu\u00a0Hak Gupta","raw_affiliation_strings":["Department of Electronics and Communication Engineering Amity University  Noida India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering Amity University  Noida India","institution_ids":["https://openalex.org/I191972202"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121828531"],"corresponding_institution_ids":["https://openalex.org/I159253421"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40561928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.13920000195503235,"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/T13038","display_name":"Internet of Things and AI","score":0.13920000195503235,"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":0.09399999678134918,"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/T14347","display_name":"Big Data and Digital Economy","score":0.08060000091791153,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8263000249862671},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7598000168800354},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7232000231742859},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5598999857902527},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5203999876976013},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5091999769210815},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43549999594688416},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3912000060081482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836899995803833},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8263000249862671},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7598000168800354},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7232000231742859},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6183000206947327},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5598999857902527},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5203999876976013},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.460099995136261},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43549999594688416},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3912000060081482},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3709000051021576},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.27630001306533813},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.27300000190734863},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.26269999146461487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/dac.70418","is_oa":true,"landing_page_url":"https://doi.org/10.1002/dac.70418","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/dac.70418","source":{"id":"https://openalex.org/S175310385","display_name":"International Journal of Communication Systems","issn_l":"1074-5351","issn":["1074-5351","1099-1131"],"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":"International Journal of Communication Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/dac.70418","is_oa":true,"landing_page_url":"https://doi.org/10.1002/dac.70418","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/dac.70418","source":{"id":"https://openalex.org/S175310385","display_name":"International Journal of Communication Systems","issn_l":"1074-5351","issn":["1074-5351","1099-1131"],"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":"International Journal of Communication Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6498457193374634,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127975701.pdf","grobid_xml":"https://content.openalex.org/works/W7127975701.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1554825167","https://openalex.org/W1837982953","https://openalex.org/W1924770834","https://openalex.org/W1984020445","https://openalex.org/W2014847057","https://openalex.org/W2036785686","https://openalex.org/W2041785419","https://openalex.org/W2058401212","https://openalex.org/W2068849277","https://openalex.org/W2100495367","https://openalex.org/W2117699769","https://openalex.org/W2128569883","https://openalex.org/W2136848157","https://openalex.org/W2136922672","https://openalex.org/W2150355110","https://openalex.org/W2154126105","https://openalex.org/W2157954477","https://openalex.org/W2164364358","https://openalex.org/W2165991108","https://openalex.org/W2193121729","https://openalex.org/W2238723005","https://openalex.org/W2261465687","https://openalex.org/W2309512289","https://openalex.org/W2416799949","https://openalex.org/W2501369945","https://openalex.org/W2548753368","https://openalex.org/W2559094099","https://openalex.org/W2565548788","https://openalex.org/W2567089506","https://openalex.org/W2568772110","https://openalex.org/W2604086375","https://openalex.org/W2610332124","https://openalex.org/W2617931713","https://openalex.org/W2623902153","https://openalex.org/W2768475350","https://openalex.org/W2782812883","https://openalex.org/W2789255992","https://openalex.org/W2790257945","https://openalex.org/W2792616458","https://openalex.org/W2795613961","https://openalex.org/W2805454539","https://openalex.org/W2883753518","https://openalex.org/W2890474333","https://openalex.org/W2898242456","https://openalex.org/W2919115771","https://openalex.org/W2945132367","https://openalex.org/W2949301777","https://openalex.org/W2950863887","https://openalex.org/W2955338161","https://openalex.org/W2960833983","https://openalex.org/W2962814013","https://openalex.org/W2962949934","https://openalex.org/W2963020121","https://openalex.org/W2963974064","https://openalex.org/W2969714402","https://openalex.org/W2972751055","https://openalex.org/W2981455641","https://openalex.org/W3004643414","https://openalex.org/W3005965793","https://openalex.org/W3083077635","https://openalex.org/W3121177474","https://openalex.org/W3165040297","https://openalex.org/W3178468168","https://openalex.org/W4213451870","https://openalex.org/W4293428270","https://openalex.org/W4293658192","https://openalex.org/W4300997157","https://openalex.org/W4320717079","https://openalex.org/W4381194546","https://openalex.org/W4392667303","https://openalex.org/W4393115034","https://openalex.org/W4399339388","https://openalex.org/W4408317243","https://openalex.org/W4408346232","https://openalex.org/W4410563235"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"We":[1],"are":[2,190,209],"in":[3,58,162],"the":[4,19,25,91,117,149,193,197,205],"era":[5],"of":[6,8,14,24,31,34,39,119,137,142,159,174,199],"internet":[7],"things":[9],"(IoT)":[10],"technology":[11],"where":[12],"billions":[13],"smart":[15,200],"devices":[16],"communicate":[17],"over":[18],"internet.":[20],"The":[21,157],"rapid":[22],"development":[23,198],"IoT":[26,44,81,124,138,143,154,163,182,185,201],"has":[27],"led":[28],"to":[29,63,102,115,180],"generation":[30],"huge":[32],"amounts":[33],"data":[35,45,82,125,155,165],"across":[36],"broad":[37],"range":[38],"fields.":[40],"Analyzing":[41],"this":[42],"big":[43,144,164],"is":[46,167],"crucial":[47],"for":[48,80,93,153],"extracting":[49],"valuable":[50],"insights.":[51],"These":[52],"insights":[53],"enable":[54],"predictive":[55],"vision,":[56],"which":[57],"turn":[59],"guide":[60,116],"control":[61],"decisions":[62],"enhance":[64],"system":[65],"performance":[66],"and":[67,111,129,140],"improve":[68],"living":[69],"standards.":[70],"Although":[71],"many":[72],"deep":[73,160,176],"learning":[74,161,177],"(DL)":[75],"models":[76,121],"have":[77],"been":[78],"developed":[79],"analysis,":[83],"existing":[84],"literature":[85],"often":[86],"underlines":[87],"domain\u2010specific":[88],"applications,":[89],"overseeing":[90],"need":[92],"a":[94,108,112,172],"universal":[95],"model":[96,178],"selection":[97,118],"framework.":[98],"This":[99,132],"paper":[100,133],"aims":[101],"bridge":[103],"that":[104],"gap":[105],"by":[106,171],"offering":[107],"concise":[109],"overview":[110,136],"comparative":[113],"framework":[114],"DL":[120,188],"based":[122],"on":[123],"characteristics,":[126],"application":[127],"needs,":[128],"hardware":[130],"limitations.":[131],"presents":[134],"an":[135],"architecture":[139],"characteristics":[141],"data.":[145,183],"It":[146],"also":[147],"discusses":[148],"computing":[150],"infrastructures":[151],"used":[152],"analytics.":[156],"role":[158],"analytics":[166],"then":[168],"outlined,":[169],"followed":[170],"discussion":[173],"key":[175],"categories":[179],"process":[181],"Various":[184],"applications":[186],"employing":[187],"methods":[189],"presented.":[191],"Finally,":[192],"challenges":[194],"faced":[195],"during":[196],"systems,":[202],"along":[203],"with":[204],"future":[206],"research":[207],"direction,":[208],"outlined.":[210]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2026-02-07T00:00:00"}