{"id":"https://openalex.org/W4312068524","doi":"https://doi.org/10.1109/ficloud57274.2022.00044","title":"Robust approach for host-overload detection based on dynamic safety parameter","display_name":"Robust approach for host-overload detection based on dynamic safety parameter","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4312068524","doi":"https://doi.org/10.1109/ficloud57274.2022.00044"},"language":"en","primary_location":{"id":"doi:10.1109/ficloud57274.2022.00044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ficloud57274.2022.00044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Future Internet of Things and Cloud (FiCloud)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03849513","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003299481","display_name":"Imene El-Taani","orcid":null},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Imene El-Taani","raw_affiliation_strings":["MOVEP Lab USTHB,Algiers,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MOVEP Lab USTHB,Algiers,Algeria","institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014487781","display_name":"Mohand-Cherif Boukala","orcid":null},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohand-Cherif Boukala","raw_affiliation_strings":["MOVEP Lab USTHB,Algiers,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MOVEP Lab USTHB,Algiers,Algeria","institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007882938","display_name":"Samia Bouzefrane","orcid":"https://orcid.org/0000-0002-0979-1289"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'\u00e9tudes et de recherche en informatique et communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562","https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samia Bouzefrane","raw_affiliation_strings":["CEDRIC Lab Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEDRIC Lab Cnam,Paris,France","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034807560","display_name":"Anissa Imen Amrous","orcid":null},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Anissa Imen Amrous","raw_affiliation_strings":["USTHB,Algiers,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USTHB,Algiers,Algeria","institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5025,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63966235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"266","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8467259407043457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7761199474334717},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.6545212864875793},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5918195247650146},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5552098751068115},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.4884320795536041},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.46102601289749146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4537995755672455},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35616403818130493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34928297996520996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3228520154953003},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12222504615783691}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8467259407043457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7761199474334717},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.6545212864875793},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5918195247650146},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5552098751068115},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.4884320795536041},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.46102601289749146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4537995755672455},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35616403818130493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34928297996520996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3228520154953003},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12222504615783691},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ficloud57274.2022.00044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ficloud57274.2022.00044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Future Internet of Things and Cloud (FiCloud)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03849513v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03849513","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Ficloud (The 9th International Conference on Future Internet of Things and Cloud), Aug 2022, Rome, Italy. ⟨10.1109/FiCloud57274.2022.00044⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03849513v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03849513","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Ficloud (The 9th International Conference on Future Internet of Things and Cloud), Aug 2022, Rome, Italy. ⟨10.1109/FiCloud57274.2022.00044⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W110162870","https://openalex.org/W1788392552","https://openalex.org/W2034609836","https://openalex.org/W2110374615","https://openalex.org/W2148459868","https://openalex.org/W2203281177","https://openalex.org/W2767215096","https://openalex.org/W2768322347","https://openalex.org/W2781221005","https://openalex.org/W2915534164","https://openalex.org/W2921099987","https://openalex.org/W2940563585","https://openalex.org/W2996489182","https://openalex.org/W3006821749","https://openalex.org/W3033745864","https://openalex.org/W3213068361","https://openalex.org/W4200133460","https://openalex.org/W6638077280","https://openalex.org/W6771982476"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2053269318","https://openalex.org/W2990194547","https://openalex.org/W2364370872","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525"],"abstract_inverted_index":{"Host-overloading":[0],"detection":[1],"is":[2,25,58,73,101],"an":[3],"important":[4],"phase":[5],"in":[6],"the":[7,19,32,78,89,120,123],"dynamic":[8,105],"Virtual":[9],"Machines":[10],"(VMs)":[11],"consolidation":[12],"process.":[13],"Using":[14],"machine":[15],"learning":[16],"to":[17,30,76],"predict":[18,77],"future":[20,79],"workload":[21,62],"on":[22,49,60,109],"a":[23,26,41,61,82,104],"host,":[24],"very":[27],"promising":[28],"technique":[29],"avoid":[31],"overload":[33],"host":[34],"situation.":[35],"In":[36],"this":[37,99],"work,":[38],"we":[39],"propose":[40],"novel":[42],"approach":[43,118],"for":[44,81],"overloaded":[45],"hosts":[46],"detection,":[47],"based":[48,108],"neural":[50,56],"network":[51,57],"and":[52,130],"Markov":[53,110],"model.":[54,111],"The":[55,70,96,112],"trained":[59,71],"data":[63],"set":[64],"composed":[65],"of":[66,92,98,122],"VMs":[67],"CPU-utilization":[68],"history.":[69],"model":[72],"then":[74],"used":[75],"usage":[80],"given":[83],"Physical":[84],"Machine(PM),":[85],"by":[86],"summing":[87],"up":[88],"predicted":[90],"utilization":[91],"all":[93],"its":[94],"VMs.":[95],"confidence":[97],"prediction":[100],"measured":[102],"through":[103],"safety":[106],"parameter,":[107],"obtained":[113],"results":[114],"show":[115],"that":[116],"our":[117],"outperforms":[119],"state":[121],"art":[124],"algorithms":[125],"such":[126],"as:":[127],"MAD,":[128],"IQR":[129],"LRR.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}