{"id":"https://openalex.org/W2551607660","doi":"https://doi.org/10.1109/icsenst.2015.7438483","title":"An architecture to analyze big data in the Internet of Things","display_name":"An architecture to analyze big data in the Internet of Things","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2551607660","doi":"https://doi.org/10.1109/icsenst.2015.7438483","mag":"2551607660"},"language":"en","primary_location":{"id":"doi:10.1109/icsenst.2015.7438483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsenst.2015.7438483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 9th International Conference on Sensing Technology (ICST)","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/A5089091108","display_name":"Sadia Din","orcid":"https://orcid.org/0000-0003-0921-4462"},"institutions":[{"id":"https://openalex.org/I53831458","display_name":"Abasyn University","ror":"https://ror.org/05ws11813","country_code":"PK","type":"education","lineage":["https://openalex.org/I53831458"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Sadia Din","raw_affiliation_strings":["Department of Electrical Engineering, Abasyn University, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Abasyn University, Pakistan","institution_ids":["https://openalex.org/I53831458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063962763","display_name":"Hemant Ghayvat","orcid":"https://orcid.org/0000-0002-2487-0866"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Hemant Ghayvat","raw_affiliation_strings":["School of engineering n advance technology Engineering and Advanced Technology, Massey University, Seat, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of engineering n advance technology Engineering and Advanced Technology, Massey University, Seat, New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"middle","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":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"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":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"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/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":false,"raw_author_name":"M. Mazhar Rathore","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Korea"],"affiliations":[{"raw_affiliation_string":"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/A5024186686","display_name":"Imran Shafi","orcid":"https://orcid.org/0000-0002-7912-2101"},"institutions":[{"id":"https://openalex.org/I53831458","display_name":"Abasyn University","ror":"https://ror.org/05ws11813","country_code":"PK","type":"education","lineage":["https://openalex.org/I53831458"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Imran Shafi","raw_affiliation_strings":["Department of Electrical Engineering, Abasyn University, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Abasyn University, Pakistan","institution_ids":["https://openalex.org/I53831458"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089091108"],"corresponding_institution_ids":["https://openalex.org/I53831458"],"apc_list":null,"apc_paid":null,"fwci":1.6641,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.87047604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"677","last_page":"682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983999729156494,"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":0.9983999729156494,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.982699990272522,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9729999899864197,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8424978852272034},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7832251787185669},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.7029693126678467},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6714562177658081},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5432989597320557},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5424670577049255},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5249048471450806},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5048256516456604},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4395979344844818},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42810940742492676},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4167509973049164},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.36125054955482483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3110486567020416},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3018871545791626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2913692593574524},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18219774961471558},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10157966613769531}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8424978852272034},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7832251787185669},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.7029693126678467},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6714562177658081},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5432989597320557},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5424670577049255},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5249048471450806},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5048256516456604},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4395979344844818},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42810940742492676},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4167509973049164},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.36125054955482483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3110486567020416},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3018871545791626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2913692593574524},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18219774961471558},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10157966613769531},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsenst.2015.7438483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsenst.2015.7438483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 9th International Conference on Sensing Technology (ICST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W123295786","https://openalex.org/W1599505299","https://openalex.org/W1964834652","https://openalex.org/W1990318994","https://openalex.org/W1995263448","https://openalex.org/W1996420075","https://openalex.org/W2015225132","https://openalex.org/W2024452912","https://openalex.org/W2027747348","https://openalex.org/W2036260704","https://openalex.org/W2046931437","https://openalex.org/W2052170070","https://openalex.org/W2068526923","https://openalex.org/W2077671437","https://openalex.org/W2150554552","https://openalex.org/W2165093166","https://openalex.org/W2165318227","https://openalex.org/W2222896690","https://openalex.org/W2335065014","https://openalex.org/W2602956630","https://openalex.org/W3152306916","https://openalex.org/W6635590716","https://openalex.org/W6667505991","https://openalex.org/W6703302576","https://openalex.org/W6736178439"],"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/W2092530219","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"Internet":[0],"of":[1,11,27,63,88,110,137,147,184],"Things":[2],"(IoT)":[3],"is":[4,52,98,128],"nowadays":[5],"increasingly":[6],"becoming":[7],"a":[8,17,24,32,35,46,53,187],"worldwide":[9],"network":[10],"interconnected":[12],"devices":[13,22],"uniquely":[14],"addressable,":[15],"via":[16],"standard":[18],"communication":[19],"protocol.":[20],"Such":[21],"generate":[23],"massive":[25,61,182],"volume":[26,62,183],"heterogeneous":[28],"data,":[29,90],"which":[30,113],"lead":[31],"system":[33],"towards":[34],"major":[36,47],"computational":[37,123],"challenges,":[38],"such":[39],"as":[40],"aggregation,":[41],"storing,":[42],"and":[43,145,168],"processing.":[44],"Also,":[45],"problem":[48],"arises":[49],"when":[50],"there":[51],"need":[54],"to":[55,66,75,120],"extract":[56],"useful":[57],"information":[58],"from":[59],"this":[60,70],"data.":[64],"Therefore,":[65],"address":[67],"these":[68],"needs,":[69],"paper":[71],"proposes":[72],"an":[73],"architecture":[74,127,150,178],"analyze":[76,180],"big":[77,92],"data":[78,93,111,133,185],"in":[79,115],"the":[80,86,95,107,116,122,148,176,181],"IoT.":[81],"The":[82,125,143,172],"basic":[83],"concept":[84],"involves":[85],"partitioning":[87],"dynamic":[89],"i.e.,":[91],"with":[94,164,186],"complex":[96],"magnitude":[97],"divided":[99],"into":[100],"subsets.":[101],"These":[102],"subsets":[103],"are":[104,151],"based":[105],"on":[106,153,158],"theoretical":[108],"model":[109],"fusion,":[112],"works":[114],"Hadoop":[117,154],"processing":[118],"server":[119],"enhance":[121],"efficiency.":[124],"proposed":[126,149,177],"tested":[129],"by":[130],"analyzing":[131],"healthcare":[132],"sets,":[134],"mainly":[135],"comprises":[136],"activities":[138],"including":[139],"walking,":[140],"running,":[141],"ECG.":[142],"feasibility":[144],"efficiency":[146],"implemented":[152],"single":[155],"node":[156],"setup":[157],"UBUNTU":[159],"14.04":[160],"LTS":[161],"core\u2122i5":[162],"machine":[163],"3.2":[165],"GHz":[166],"processor":[167],"4":[169],"GB":[170],"memory.":[171],"results":[173],"show":[174],"that":[175],"efficiently":[179],"maximum":[188],"throughput.":[189]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
