{"id":"https://openalex.org/W2898573228","doi":"https://doi.org/10.23919/tma.2018.8506563","title":"Non-Parametric Bootstrap Detection of Availability Service Level Objective Violations in Cloud Storage","display_name":"Non-Parametric Bootstrap Detection of Availability Service Level Objective Violations in Cloud Storage","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2898573228","doi":"https://doi.org/10.23919/tma.2018.8506563","mag":"2898573228"},"language":"en","primary_location":{"id":"doi:10.23919/tma.2018.8506563","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma.2018.8506563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Network Traffic Measurement and Analysis Conference (TMA)","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/A5079223759","display_name":"Maurizio Naldi","orcid":"https://orcid.org/0000-0002-0903-398X"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maurizio Naldi","raw_affiliation_strings":["Dpt. of Civil Engineering and Computer Science, University of Rome Tor Vergata, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dpt. of Civil Engineering and Computer Science, University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079223759"],"corresponding_institution_ids":["https://openalex.org/I116067653"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14850633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.984499990940094,"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":0.984499990940094,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7202189564704895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6962397694587708},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6439920663833618},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5837030410766602},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.539227306842804},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5281652808189392},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5188575983047485},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4993734359741211},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.4682772159576416},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22463944554328918},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16830021142959595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12314391136169434},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06737244129180908}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7202189564704895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6962397694587708},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6439920663833618},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5837030410766602},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.539227306842804},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5281652808189392},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5188575983047485},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4993734359741211},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.4682772159576416},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22463944554328918},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16830021142959595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12314391136169434},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06737244129180908},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/tma.2018.8506563","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma.2018.8506563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Network Traffic Measurement and Analysis Conference (TMA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1520043915","https://openalex.org/W1573690263","https://openalex.org/W1610958995","https://openalex.org/W1965191214","https://openalex.org/W1995945562","https://openalex.org/W2013542432","https://openalex.org/W2020879287","https://openalex.org/W2021416343","https://openalex.org/W2025031034","https://openalex.org/W2031127475","https://openalex.org/W2116241780","https://openalex.org/W2131304734","https://openalex.org/W2339761487","https://openalex.org/W2509226532","https://openalex.org/W2527951918","https://openalex.org/W2559336661","https://openalex.org/W2595141535","https://openalex.org/W2625626373","https://openalex.org/W2731370694","https://openalex.org/W2734206393","https://openalex.org/W2734243431","https://openalex.org/W2742449685","https://openalex.org/W2746739457","https://openalex.org/W2750193736","https://openalex.org/W2754103035","https://openalex.org/W2761230843","https://openalex.org/W2763508887","https://openalex.org/W2767686712","https://openalex.org/W2775186409","https://openalex.org/W2783070990","https://openalex.org/W3144009338","https://openalex.org/W6630965678","https://openalex.org/W6655860055","https://openalex.org/W6703776027","https://openalex.org/W6727592788","https://openalex.org/W6743947451","https://openalex.org/W6746930415"],"related_works":["https://openalex.org/W2893779165","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W2610550183","https://openalex.org/W2914112812","https://openalex.org/W2125830297"],"abstract_inverted_index":{"Service":[0,11,15],"quality":[1],"commitments":[2],"in":[3,10,25,115],"cloud":[4,30,43],"service":[5,60],"provisioning":[6],"are":[7],"typically":[8],"described":[9],"Level":[12],"Agreements":[13],"(SLA).":[14],"availability":[16,38],"is":[17,32,57,63,82],"always":[18],"a":[19,36,47,53,71,106],"major":[20],"parameter":[21],"to":[22,34,84],"be":[23,85],"included":[24],"such":[26],"SLAs.":[27],"and":[28,69,102],"the":[29,66,80,90,98,119],"provider":[31],"bounded":[33],"guarantee":[35],"minimum":[37],"value,":[39],"for":[40,59,97],"which":[41,62],"current":[42],"monitoring":[44],"systems":[45],"employ":[46],"naive":[48,91,120],"estimator.":[49],"In":[50],"this":[51],"paper":[52],"new":[54],"estimation":[55],"method":[56,81],"proposed":[58],"availability,":[61],"based":[64],"on":[65],"bootstrap":[67],"technique":[68],"employs":[70],"non-parametric":[72],"statistical":[73],"hypothesis":[74],"test.":[75],"Through":[76],"Monte":[77],"Carlo":[78],"simulation,":[79],"shown":[83],"much":[86],"more":[87],"accurate":[88],"than":[89,112],"one":[92],"under":[93],"three":[94],"stochastic":[95],"models":[96],"durations":[99],"of":[100],"operating":[101],"outage":[103],"periods,":[104],"exhibiting":[105],"Type":[107],"I":[108],"error":[109,123],"probability":[110],"lower":[111],"1":[113],"%":[114],"most":[116],"cases,":[117],"while":[118],"estimator":[121],"yields":[122],"probabilities":[124],"around":[125],"40%.":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}