{"id":"https://openalex.org/W2291839068","doi":"https://doi.org/10.1109/glocom.2014.7417544","title":"FlowBox: Anomaly Detection Using Flow Analysis in Cloud Applications","display_name":"FlowBox: Anomaly Detection Using Flow Analysis in Cloud Applications","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2291839068","doi":"https://doi.org/10.1109/glocom.2014.7417544","mag":"2291839068"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2014.7417544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7417544","pdf_url":null,"source":{"id":"https://openalex.org/S4363607712","display_name":"2015 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110224645","display_name":"Senbo Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Senbo Fu","raw_affiliation_strings":["Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110739499","display_name":"Hyong Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyong Kim","raw_affiliation_strings":["Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114374322","display_name":"Rui Prior","orcid":"https://orcid.org/0000-0002-3859-708X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Prior","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Universidade do Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9878000020980835,"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/cloud-computing","display_name":"Cloud computing","score":0.8498208522796631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509589195251465},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7242318987846375},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6504162549972534},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5885069370269775},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5349859595298767},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4977772533893585},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.474346786737442},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4105660915374756},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40913963317871094},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13436108827590942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11118689179420471}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8498208522796631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509589195251465},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7242318987846375},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6504162549972534},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5885069370269775},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5349859595298767},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4977772533893585},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.474346786737442},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4105660915374756},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40913963317871094},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13436108827590942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11118689179420471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2014.7417544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7417544","pdf_url":null,"source":{"id":"https://openalex.org/S4363607712","display_name":"2015 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W56559798","https://openalex.org/W1922851884","https://openalex.org/W1985031012","https://openalex.org/W2013647416","https://openalex.org/W2015979796","https://openalex.org/W2017504389","https://openalex.org/W2045509997","https://openalex.org/W2061478574","https://openalex.org/W2079862709","https://openalex.org/W2097004662","https://openalex.org/W2137576376","https://openalex.org/W2143522309","https://openalex.org/W2166431113","https://openalex.org/W6640487242","https://openalex.org/W6684762730"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Many":[0],"complex":[1,27,77],"application":[2,142],"services":[3],"are":[4],"deployed":[5],"in":[6,92,128,136,152,165,184],"virtualized":[7],"Cloud":[8,10,47,97,153,163],"environments.":[9],"applications":[11,164],"consist":[12],"of":[13,73,89,96,105,114,162,188],"multiple":[14],"components":[15,22],"and":[16,28,32,58,131,180],"the":[17,63,71,76,103,112,140,145],"data":[18,90],"flow":[19,64,81,91,127,134,146],"among":[20],"these":[21],"tends":[23],"to":[24,111,138],"be":[25,109],"highly":[26],"unpredictable.":[29],"The":[30,66,80],"complexity":[31],"heterogeneity":[33],"make":[34],"anomaly":[35,43],"detection":[36,44,175],"challenging.":[37],"We":[38,155],"propose":[39],"FlowBox,":[40],"a":[41,55,86,117],"distributed":[42],"system":[45,78],"for":[46],"applications.":[48,98,154],"FlowBox":[49,124,148,157,172],"considers":[50],"each":[51,129],"server":[52],"component":[53,95,130],"as":[54],"black":[56,67],"box":[57,68],"detects":[59,149],"performance":[60,150],"anomalies":[61,151],"using":[62],"analysis.":[65],"model":[69],"addresses":[70],"challenge":[72],"accurately":[74],"describing":[75],"model.":[79],"analysis":[82],"is":[83],"based":[84],"on":[85],"simple":[87],"relationship":[88],"any":[93,100],"given":[94,118],"Between":[99],"two":[101],"components,":[102],"number":[104,113],"requests":[106],"should":[107],"always":[108],"equal":[110],"responses":[115],"within":[116],"time":[119],"interval":[120],"during":[121],"normal":[122,141],"operations.":[123],"monitors":[125],"traffic":[126],"continually":[132],"builds":[133],"signatures":[135],"order":[137],"describe":[139],"behavior.":[143],"Using":[144],"signatures,":[147],"evaluate":[156],"with":[158],"several":[159],"different":[160],"kinds":[161,187],"our":[166],"datacenter.":[167],"Experimental":[168],"results":[169],"show":[170],"that":[171],"achieves":[173],"96.02%":[174],"precision,":[176],"3.98%":[177],"false":[178,182],"positive,":[179],"3.5%":[181],"negative":[183],"detecting":[185],"various":[186],"anomalies.":[189]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
