{"id":"https://openalex.org/W2750844536","doi":"https://doi.org/10.1109/icton.2017.8024981","title":"Bringing data analytics to the network nodes for efficient traffic anomalies detection","display_name":"Bringing data analytics to the network nodes for efficient traffic anomalies detection","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2750844536","doi":"https://doi.org/10.1109/icton.2017.8024981","mag":"2750844536"},"language":"en","primary_location":{"id":"doi:10.1109/icton.2017.8024981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2017.8024981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 19th International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2117/113167","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077322969","display_name":"Alba P. Vela","orcid":"https://orcid.org/0000-0001-6301-0749"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alba P. Vela","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024502660","display_name":"Marc Ruiz","orcid":"https://orcid.org/0000-0001-6429-6347"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marc Ruiz","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051130640","display_name":"Luis Velasco","orcid":"https://orcid.org/0000-0002-7345-296X"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Velasco","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077322969"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.4149,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72212428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.996399998664856,"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/anomaly-detection","display_name":"Anomaly detection","score":0.8598649501800537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7263695001602173},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6630522012710571},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.570202112197876},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5469690561294556},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.45940274000167847},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4519091844558716},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43292877078056335},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4287378489971161},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.41501253843307495},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35544097423553467},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11779877543449402}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8598649501800537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263695001602173},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6630522012710571},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.570202112197876},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5469690561294556},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.45940274000167847},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4519091844558716},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43292877078056335},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4287378489971161},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.41501253843307495},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35544097423553467},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11779877543449402},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icton.2017.8024981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2017.8024981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 19th International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/113167","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/113167","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/113167","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/113167","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322121","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1546509701","https://openalex.org/W2122646361","https://openalex.org/W2323529864","https://openalex.org/W2477030020","https://openalex.org/W2511974940","https://openalex.org/W2528323426"],"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":{"Traffic":[0],"anomalies":[1],"can":[2],"create":[3],"network":[4,14,22,97,115,148],"congestion,":[5],"so":[6],"its":[7],"prompt":[8],"and":[9,55,84],"accurate":[10],"detection":[11,49,134,144],"would":[12],"allow":[13],"operators":[15],"to":[16,19,26,40,70,81,95,99,131,140],"make":[17],"decisions":[18],"guarantee":[20],"the":[21,65,96,119,147],"performance":[23],"avoiding":[24],"services":[25],"experience":[27],"any":[28],"perturbation.":[29],"In":[30,62],"this":[31],"paper,":[32],"we":[33,44,90],"focus":[34],"on":[35,52,112],"origin-destination":[36],"(OD)":[37],"traffic":[38,102,106,142],"anomalies;":[39],"efficiently":[41,100],"detect":[42,101],"those,":[43],"study":[45],"two":[46],"different":[47],"anomaly":[48,72,133,143],"methods":[50],"based":[51],"data":[53,80,93],"analytics":[54,94],"combine":[56],"them":[57],"with":[58],"three":[59],"monitoring":[60,67,79,120],"strategies.":[61],"view":[63],"of":[64,78],"short":[66],"period":[68,121],"needed":[69],"reduce":[71],"detection,":[73],"which":[74,137],"entails":[75],"large":[76],"amount":[77],"be":[82,123],"collected":[83],"analyzed":[85],"in":[86,146],"a":[87,113],"centralized":[88],"repository,":[89],"propose":[91],"bringing":[92],"nodes":[98],"anomalies,":[103],"while":[104],"keeping":[105],"estimation":[107],"centralized.":[108],"Exhaustive":[109],"simulation":[110],"results":[111],"realistic":[114],"scenario":[116],"show":[117],"that":[118],"should":[122],"as":[124,126],"low":[125],"possible":[127],"(e.g.,":[128],"1":[129],"min)":[130],"keep":[132],"times":[135],"low,":[136],"clearly":[138],"motivates":[139],"place":[141],"function":[145],"nodes.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}