{"id":"https://openalex.org/W2907115183","doi":"https://doi.org/10.1109/cist.2018.8596544","title":"Scalable and Real-Time Time Series Analytics: Telemedicine as Use Case","display_name":"Scalable and Real-Time Time Series Analytics: Telemedicine as Use Case","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907115183","doi":"https://doi.org/10.1109/cist.2018.8596544","mag":"2907115183"},"language":"en","primary_location":{"id":"doi:10.1109/cist.2018.8596544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596544","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","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/A5049998127","display_name":"Abdelilah Bouslama","orcid":null},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelilah Bouslama","raw_affiliation_strings":["LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco"],"affiliations":[{"raw_affiliation_string":"LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050817316","display_name":"Yassin Laaziz","orcid":"https://orcid.org/0000-0002-5090-6981"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Yassin Laaziz","raw_affiliation_strings":["LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco"],"affiliations":[{"raw_affiliation_string":"LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045779125","display_name":"Abdelhak Tali","orcid":null},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhak Tali","raw_affiliation_strings":["LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco"],"affiliations":[{"raw_affiliation_string":"LABTIC ENSA, Abdelmalek Essaadi University, Tanger, Morocco","institution_ids":["https://openalex.org/I240042149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049998127"],"corresponding_institution_ids":["https://openalex.org/I240042149"],"apc_list":null,"apc_paid":null,"fwci":0.3303,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58927269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2018","issue":null,"first_page":"70","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9768999814987183,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9544000029563904,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8611800670623779},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7151697874069214},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.667812705039978},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6471497416496277},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6013146638870239},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5493915677070618},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5016398429870605},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47522976994514465},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4378270208835602},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43750476837158203},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.24921199679374695},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20913606882095337},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19464901089668274}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8611800670623779},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7151697874069214},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.667812705039978},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6471497416496277},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6013146638870239},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5493915677070618},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5016398429870605},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47522976994514465},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4378270208835602},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43750476837158203},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24921199679374695},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20913606882095337},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19464901089668274},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist.2018.8596544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596544","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1604259093","https://openalex.org/W2121884932","https://openalex.org/W2156885399","https://openalex.org/W2531363680","https://openalex.org/W2795289254","https://openalex.org/W2801372700","https://openalex.org/W3208133533","https://openalex.org/W6802821011"],"related_works":["https://openalex.org/W2564266326","https://openalex.org/W3191926225","https://openalex.org/W4317418912","https://openalex.org/W2767178487","https://openalex.org/W2082671441","https://openalex.org/W2605169415","https://openalex.org/W3168832835","https://openalex.org/W3044060397","https://openalex.org/W180351855","https://openalex.org/W4230978433"],"abstract_inverted_index":{"Real-time":[0],"processing":[1,140,183,191],"and":[2,24,47,149,161,188],"data":[3,7,50,53,73,128,136,172,190],"analytics":[4],"of":[5,69,82,88,113,185],"big":[6],"has":[8,33],"become":[9],"a":[10,59,79,126],"main":[11],"operation":[12],"in":[13,39,55,72,173,192],"different":[14],"business,":[15],"such":[16],"as":[17,134,137,142,144,159],"extracting":[18],"manufacturing,":[19],"healthcare,":[20],"smart":[21],"Cities,":[22],"social":[23],"media":[25],"network":[26],"data,":[27,180],"...":[28],"etc.":[29],"Also":[30],"another":[31],"concept":[32],"been":[34],"appear":[35],"that":[36,63,169],"significant":[37],"interest":[38],"building":[40],"new":[41],"system":[42,150,165],"refers":[43],"to":[44,78,109,132],"high-speed":[45],"real-time":[46,49],"near":[48],"streams.":[51],"Big":[52],"workloads":[54],"the":[56,67,94,111,114,145,182],"wild":[57],"show":[58],"strong":[60],"temporal":[61],"variability":[62],"not":[64],"only":[65],"poses":[66],"risk":[68,81],"slow":[70],"responsiveness":[71],"analysis,":[74],"but":[75],"also":[76],"leads":[77],"high":[80],"service":[83],"outage.":[84],"The":[85],"recent":[86],"development":[87],"batch":[89,115,163],"streaming":[90,116,164],"systems":[91,117],"based":[92],"on":[93,100,107],"MapReduce":[95],"framework":[96],"is":[97,105],"shown":[98],"effective":[99],"non-overloaded":[101],"systems.":[102],"However,":[103],"little":[104],"known":[106],"how":[108],"enhance":[110],"performance":[112],"for":[118],"bursty":[119],"workloads.":[120],"In":[121,153],"this":[122],"paper,":[123],"we":[124],"propose":[125],"latency-driven":[127],"controller,":[129],"which":[130,166],"aims":[131],"process":[133],"much":[135],"possible,":[138],"while":[139],"these":[141],"fast":[143],"application":[146],"target":[147],"latency":[148],"capacity":[151],"allow.":[152],"particular":[154],"by":[155],"implementing":[156],"Spark":[157],"Streaming":[158],"emerging":[160],"complex":[162],"include":[167],"features":[168],"allow":[170],"placing":[171],"an":[174],"augmented":[175],"distributed":[176],"memory,":[177],"shedding":[178],"out-of-date":[179],"(improving":[181],"locality":[184],"Map":[186],"tasks,":[187],"delaying":[189],"transient":[193],"overloads.":[194]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}