{"id":"https://openalex.org/W7127893959","doi":"https://doi.org/10.48550/arxiv.2602.05792","title":"Data analysis of cloud virtualization experiments","display_name":"Data analysis of cloud virtualization experiments","publication_year":2026,"publication_date":"2026-02-05","ids":{"openalex":"https://openalex.org/W7127893959","doi":"https://doi.org/10.48550/arxiv.2602.05792"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.05792","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124833570","display_name":"Pedro R. X. do Carmo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Carmo, Pedro R. X. do","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125171566","display_name":"Eduardo Freitas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Freitas, Eduardo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011682830","display_name":"Assis T. de Oliveira Filho","orcid":"https://orcid.org/0000-0001-9873-6929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Filho, Assis T. de Oliveira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007480342","display_name":"Judith Kelner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kelner, Judith","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5014967408","display_name":"Djamel Sadok","orcid":"https://orcid.org/0000-0001-5378-4732"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadok, Djamel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5124833570"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.5608000159263611,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.5608000159263611,"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":0.3246000111103058,"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":0.02070000022649765,"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/virtualization","display_name":"Virtualization","score":0.7990000247955322},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7857000231742859},{"id":"https://openalex.org/keywords/full-virtualization","display_name":"Full virtualization","score":0.6539000272750854},{"id":"https://openalex.org/keywords/data-virtualization","display_name":"Data virtualization","score":0.609499990940094},{"id":"https://openalex.org/keywords/network-virtualization","display_name":"Network virtualization","score":0.602400004863739},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5062000155448914},{"id":"https://openalex.org/keywords/application-virtualization","display_name":"Application virtualization","score":0.4625000059604645},{"id":"https://openalex.org/keywords/forwarding-plane","display_name":"Forwarding plane","score":0.4440000057220459},{"id":"https://openalex.org/keywords/service-virtualization","display_name":"Service virtualization","score":0.43479999899864197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.808899998664856},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.7990000247955322},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7857000231742859},{"id":"https://openalex.org/C47878483","wikidata":"https://www.wikidata.org/wiki/Q848333","display_name":"Full virtualization","level":4,"score":0.6539000272750854},{"id":"https://openalex.org/C80344994","wikidata":"https://www.wikidata.org/wiki/Q5227369","display_name":"Data virtualization","level":4,"score":0.609499990940094},{"id":"https://openalex.org/C2779898492","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Network virtualization","level":4,"score":0.602400004863739},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5062000155448914},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47859999537467957},{"id":"https://openalex.org/C13062989","wikidata":"https://www.wikidata.org/wiki/Q651531","display_name":"Application virtualization","level":5,"score":0.4625000059604645},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.4440000057220459},{"id":"https://openalex.org/C22502294","wikidata":"https://www.wikidata.org/wiki/Q17149844","display_name":"Service virtualization","level":5,"score":0.43479999899864197},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4277999997138977},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.42669999599456787},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4253000020980835},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4153999984264374},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.412200003862381},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.34769999980926514},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C95362637","wikidata":"https://www.wikidata.org/wiki/Q54366","display_name":"Packet analyzer","level":3,"score":0.3190999925136566},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.3037000000476837},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2779581428","wikidata":"https://www.wikidata.org/wiki/Q7122997","display_name":"Packet processing","level":3,"score":0.2883000075817108},{"id":"https://openalex.org/C68793194","wikidata":"https://www.wikidata.org/wiki/Q1616095","display_name":"Hardware virtualization","level":5,"score":0.2799000144004822},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.2680000066757202},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.25429999828338623}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.05792","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.05792","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.05792","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.05792","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"score":0.581929087638855,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,120,132],"cloud":[1,156],"computing":[2,157],"paradigm":[3],"underlines":[4],"data":[5,57,87,148,165],"center":[6],"and":[7,17,39,46,75,114,130,177],"telecommunication":[8],"infrastructure":[9],"design.":[10],"Heavily":[11],"leveraging":[12],"virtualization,":[13],"it":[14,146],"slices":[15],"hardware":[16],"software":[18,22],"resources":[19],"into":[20],"smaller":[21],"units":[23],"for":[24,198],"greater":[25],"flexibility":[26],"of":[27,83,98,103,108,117,154,187],"manipulation.":[28],"Given":[29],"the":[30,56,67,115,125,152,167,188],"considerable":[31],"benefits,":[32],"several":[33],"virtualization":[34,69,121],"forms,":[35],"with":[36],"varying":[37,90],"processing":[38],"communication":[40],"overheads,":[41],"emerged,":[42],"including":[43,94],"Full":[44],"Virtualization":[45],"OS":[47],"Virtualization.":[48],"As":[49],"a":[50,81,138,155,184],"result,":[51],"predicting":[52],"packet":[53,100,160],"throughput":[54],"at":[55,72],"plane":[58],"turns":[59],"out":[60],"to":[61,66,150,171],"be":[62],"more":[63],"challenging":[64],"due":[65],"additional":[68],"overhead":[70],"located":[71],"CPU,":[73,109],"I/O,":[74,110],"network":[76,85,92,105,112,140],"resources.":[77],"This":[78],"research":[79],"presents":[80],"dataset":[82,168],"active":[84],"measurements":[86],"collected":[88],"while":[89],"various":[91],"parameters,":[93],"CPU":[95],"affinity,":[96],"frequency":[97],"echo":[99],"injection,":[101],"type":[102],"virtual":[104],"driver,":[106],"use":[107,192],"or":[111],"load,":[113],"number":[116],"concurrent":[118],"VMs.":[119],"technologies":[122],"used":[123],"in":[124,193],"study":[126],"include":[127],"KVM,":[128],"LXC,":[129],"Docker.":[131],"work":[133],"examines":[134],"their":[135],"impact":[136,153],"on":[137,159],"key":[139],"metric,":[141],"namely,":[142],"end-to-end":[143],"latency.":[144],"Also,":[145],"builds":[147],"models":[149],"evaluate":[151],"environment":[158],"round-trip":[161],"time.":[162],"To":[163],"explore":[164],"visualization,":[166],"was":[169],"submitted":[170],"pre-processing,":[172],"correlation":[173],"analysis,":[174],"dimensionality":[175],"reduction,":[176],"clustering.":[178],"In":[179],"addition,":[180],"this":[181],"paper":[182],"provides":[183],"brief":[185],"analysis":[186],"dataset,":[189],"demonstrating":[190],"its":[191],"developing":[194],"machine":[195],"learning-based":[196],"systems":[197],"administrator":[199],"decision-making.":[200]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-07T00:00:00"}
