{"id":"https://openalex.org/W2542468257","doi":"https://doi.org/10.1145/2837060.2837067","title":"Big Data and Internet of Things","display_name":"Big Data and Internet of Things","publication_year":2015,"publication_date":"2015-10-20","ids":{"openalex":"https://openalex.org/W2542468257","doi":"https://doi.org/10.1145/2837060.2837067","mag":"2542468257"},"language":"en","primary_location":{"id":"doi:10.1145/2837060.2837067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2837060.2837067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Conference on Big Data Applications and Services","raw_type":"proceedings-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/A5019517189","display_name":"M. Mazhar Rathore","orcid":"https://orcid.org/0000-0002-0701-9850"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"M. Mazhar Rathore","raw_affiliation_strings":["The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716653","display_name":"Awais Ahmad","orcid":"https://orcid.org/0000-0001-5483-2732"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Awais Ahmad","raw_affiliation_strings":["The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103095309","display_name":"Anand Paul","orcid":"https://orcid.org/0000-0003-3115-2325"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Anand Paul","raw_affiliation_strings":["The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019517189"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":null,"apc_paid":null,"fwci":4.6595,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95377681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9957000017166138,"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":0.9957000017166138,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/big-data","display_name":"Big data","score":0.7802311182022095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7585552930831909},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.667724072933197},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.6137557625770569},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.48978424072265625},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44655245542526245},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.42587360739707947},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.42311185598373413},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35517796874046326},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3221193552017212},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21471616625785828},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2075909674167633},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2021477222442627},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10304030776023865}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7802311182022095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7585552930831909},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.667724072933197},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.6137557625770569},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.48978424072265625},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44655245542526245},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.42587360739707947},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.42311185598373413},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35517796874046326},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3221193552017212},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21471616625785828},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2075909674167633},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2021477222442627},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10304030776023865}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2837060.2837067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2837060.2837067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Conference on Big Data Applications and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W569740599","https://openalex.org/W585377382","https://openalex.org/W585466105","https://openalex.org/W1500693574","https://openalex.org/W1635892993","https://openalex.org/W1968773071","https://openalex.org/W1984378865","https://openalex.org/W2003924793","https://openalex.org/W2009063425","https://openalex.org/W2036128719","https://openalex.org/W2045284758","https://openalex.org/W2049960700","https://openalex.org/W2050312722","https://openalex.org/W2059454396","https://openalex.org/W2060845939","https://openalex.org/W2068849277","https://openalex.org/W2085088008","https://openalex.org/W2091214390","https://openalex.org/W2094514589","https://openalex.org/W2095732643","https://openalex.org/W2096829538","https://openalex.org/W2110287325","https://openalex.org/W2127006916","https://openalex.org/W2132984323","https://openalex.org/W2134715294","https://openalex.org/W2140669960","https://openalex.org/W2140991832","https://openalex.org/W2142752559","https://openalex.org/W2143506556","https://openalex.org/W2151375682","https://openalex.org/W2151490710","https://openalex.org/W2158537567","https://openalex.org/W2160857560","https://openalex.org/W2165141311","https://openalex.org/W2242643787","https://openalex.org/W2316741491","https://openalex.org/W2465777981","https://openalex.org/W2465851956","https://openalex.org/W2949432502","https://openalex.org/W4248375863"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W2915637974","https://openalex.org/W4296618677"],"abstract_inverted_index":{"The":[0,11,93,183,195],"growing":[1],"city":[2],"population":[3],"demands":[4],"the":[5,27,31,177,208,213],"delivery":[6],"of":[7,13,15,42,52,96,99,142,176,212],"services":[8,61],"and":[9,23,26,62,109,114,133,161,166,174,180,202,210],"infrastructure.":[10],"use":[12],"Internet":[14],"Things":[16],"(IoT)":[17],"devices,":[18],"such":[19],"as":[20,55],"sensors,":[21,145],"actuators,":[22],"smartphones,":[24],"etc.,":[25],"smart":[28,101,104,112],"system":[29,88,94,102,185,196],"is":[30,75,121,156,170,186],"valuable":[32],"source":[33],"in":[34,47,66,188],"order":[35],"to":[36,70],"meet":[37],"increasing":[38],"demands.":[39],"However,":[40],"thousands":[41],"interconnecting":[43],"IoT":[44,60,130],"devices":[45],"effects":[46],"producing":[48],"an":[49,67,84],"enormous":[50],"volume":[51],"data,":[53],"termed":[54],"Big":[56,64,90],"Data.":[57],"To":[58],"integrate":[59],"processing":[63,162,204],"Data":[65,91],"efficient":[68],"way":[69],"achieve":[71],"smooth":[72],"urban":[73,86],"planning":[74,87],"a":[76],"challenging":[77],"task.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82],"propose":[83],"IoT-based":[85,100],"using":[89,163],"Analytics.":[92],"consists":[95],"various":[97],"types":[98],"including":[103],"home,":[105],"vehicular":[106],"networking,":[107],"weather":[108],"water":[110],"system,":[111],"parking,":[113],"surveillance":[115],"objects,":[116],"etc.":[117,150],"A":[118],"four-tier":[119],"architecture":[120],"proposed":[122,184],"that":[123],"includes":[124],"1)":[125],"Bottom":[126],"Tier-1:":[127,137],"responsible":[128,138,157,171],"for":[129,139,158,172],"data":[131,159,178],"generation,":[132],"collections":[134],"2)":[135],"Intermediate":[136,152],"all":[140],"type":[141],"communication":[143],"between":[144],"relays,":[146],"base":[147],"stations,":[148],"Internet,":[149],"3)":[151],"Tier":[153],"2:":[154],"it":[155],"management":[160],"Hadoop":[164,189],"framework,":[165],"4)":[167],"Top":[168],"Tier:":[169],"application":[173],"usage":[175],"analysis":[179],"results":[181,198],"generated.":[182],"implemented":[187],"ecosystem":[190],"environment":[191],"with":[192,199],"MapReduce":[193],"programming.":[194],"produced":[197],"higher":[200],"throughput":[201],"low":[203],"time,":[205],"which":[206],"proves":[207],"scalability":[209],"efficiency":[211],"system.":[214]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":12},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}