{"id":"https://openalex.org/W3004070234","doi":"https://doi.org/10.1109/iscc47284.2019.8969736","title":"Enhancing the Processing of Healthcare Data Streams using Fog Computing","display_name":"Enhancing the Processing of Healthcare Data Streams using Fog Computing","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W3004070234","doi":"https://doi.org/10.1109/iscc47284.2019.8969736","mag":"3004070234"},"language":"en","primary_location":{"id":"doi:10.1109/iscc47284.2019.8969736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc47284.2019.8969736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium on Computers and Communications (ISCC)","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/A5068262221","display_name":"Elarbi Badidi","orcid":"https://orcid.org/0000-0001-9121-8766"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Elarbi Badidi","raw_affiliation_strings":["College of Information Technology, United Arab Emirates University, Al-Ain, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, United Arab Emirates University, Al-Ain, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062311006","display_name":"Karima Moumane","orcid":"https://orcid.org/0000-0002-9696-6058"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Karima Moumane","raw_affiliation_strings":["ENSIAS, Mohamed V Souissi University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"ENSIAS, Mohamed V Souissi University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068262221"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":2.6526,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91114983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1113","last_page":"1118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9818000197410583,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9771999716758728,"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/cloud-computing","display_name":"Cloud computing","score":0.7803950905799866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633382081985474},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6734832525253296},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.5970229506492615},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5741793513298035},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5733292102813721},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5293232798576355},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5069985389709473},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4820493161678314},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.479410856962204},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.43884673714637756},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.43412601947784424},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35575783252716064},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.34191203117370605},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.328421950340271},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2525255084037781},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16714045405387878},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11340734362602234}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7803950905799866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633382081985474},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6734832525253296},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.5970229506492615},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5741793513298035},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5733292102813721},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5293232798576355},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5069985389709473},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4820493161678314},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.479410856962204},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.43884673714637756},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.43412601947784424},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35575783252716064},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.34191203117370605},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.328421950340271},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2525255084037781},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16714045405387878},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11340734362602234},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc47284.2019.8969736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc47284.2019.8969736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1989236722","https://openalex.org/W2094547360","https://openalex.org/W2114623221","https://openalex.org/W2135099885","https://openalex.org/W2169466806","https://openalex.org/W2336408404","https://openalex.org/W2615777654","https://openalex.org/W2739015191","https://openalex.org/W2795254671","https://openalex.org/W2886899600","https://openalex.org/W2891166294","https://openalex.org/W2891745995","https://openalex.org/W2921160627","https://openalex.org/W2923139812"],"related_works":["https://openalex.org/W2151632549","https://openalex.org/W2115923045","https://openalex.org/W4244171749","https://openalex.org/W1993099704","https://openalex.org/W3126851503","https://openalex.org/W2485519026","https://openalex.org/W2225706042","https://openalex.org/W2620931916","https://openalex.org/W2605169415","https://openalex.org/W2893963003"],"abstract_inverted_index":{"Healthcare":[0,89],"data":[1,30,64,73,99,102,125,159,165],"streams":[2,74,103],"originate":[3],"from":[4],"various":[5,129],"sensors":[6],"and":[7,17,41,46,50,85,91,100,122,131,136,152,164,184,194,202],"Internet":[8],"of":[9,29,60,124,133,142,174,182,211,215],"Things":[10],"(IoT)":[11],"devices":[12,130],"deployed":[13],"in":[14,104],"medical":[15],"equipment":[16,132],"healthcare":[18,55,68,134,144,175],"facilities":[19,90,135],"as":[20,22],"well":[21],"worn":[23],"by":[24,127],"patients.":[25],"These":[26],"vast":[27],"volumes":[28],"need":[31,93],"to":[32,35,75,81,96,117,138],"be":[33],"leveraged":[34],"improve":[36],"patient":[37],"care,":[38],"optimize":[39],"processes,":[40],"help":[42],"health":[43],"sector":[44],"stakeholders":[45],"applications":[47,56,69,176],"make":[48],"faster":[49],"more":[51],"informed":[52],"decisions.":[53],"Many":[54],"use":[57],"the":[58,61,76,94,107,120,128,140,172,203],"power":[59],"cloud":[62,77,162],"for":[63,78,177],"processing.":[65],"However,":[66],"time-sensitive":[67],"cannot":[70],"tolerate":[71],"sending":[72],"processing":[79,123,206,212],"due":[80],"unacceptable":[82],"high":[83],"latency":[84],"network":[86],"bandwidth":[87],"requirements.":[88],"caregivers":[92],"ability":[95],"efficiently":[97],"stream":[98,205],"process":[101],"real-time":[105,178],"at":[106],"edge.":[108],"This":[109],"paper":[110],"describes":[111],"a":[112],"five-tier":[113],"architecture":[114,147,169],"that":[115],"aims":[116],"deal":[118],"with":[119],"streaming":[121],"generated":[126],"systems":[137],"enable":[139],"creation":[141,173],"smart":[143],"applications.":[145],"The":[146,167],"is":[148],"based":[149],"on":[150],"emerging":[151],"established":[153],"technologies,":[154],"including":[155],"IoT,":[156],"edge/fog":[157],"computing,":[158,163],"integration":[160],"techniques,":[161],"analytics.":[166],"proposed":[168],"will":[170],"facilitate":[171],"event":[179],"detection,":[180],"notification":[181],"alerts,":[183],"building":[185],"monitoring":[186],"dashboards.":[187],"Fog":[188],"node":[189],"components":[190],"include":[191],"an":[192],"advanced":[193],"widely":[195],"recognized":[196],"distributed":[197],"messaging":[198],"system,":[199],"Apache":[200,208],"Kafka,":[201],"popular":[204],"engine,":[207],"Storm,":[209],"capable":[210],"large":[213],"amounts":[214],"data.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
