{"id":"https://openalex.org/W3200538799","doi":"https://doi.org/10.1145/3405837.3411398","title":"Real-time deep learning based traffic analytics","display_name":"Real-time deep learning based traffic analytics","publication_year":2020,"publication_date":"2020-08-10","ids":{"openalex":"https://openalex.org/W3200538799","doi":"https://doi.org/10.1145/3405837.3411398","mag":"3200538799"},"language":"en","primary_location":{"id":"doi:10.1145/3405837.3411398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3405837.3411398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCOMM '20 Poster and Demo Sessions","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/A5031469203","display_name":"Massimo Gallo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Massimo Gallo","raw_affiliation_strings":["Huawei Technologies Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co. Ltd","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002388358","display_name":"Alessandro Finamore","orcid":"https://orcid.org/0000-0003-2226-2506"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandro Finamore","raw_affiliation_strings":["Huawei Technologies Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co. Ltd","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035357985","display_name":"Gwendal Simon","orcid":"https://orcid.org/0000-0002-7282-918X"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gwendal Simon","raw_affiliation_strings":["Huawei Technologies Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co. Ltd","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069178326","display_name":"D. Rossi","orcid":"https://orcid.org/0000-0002-9912-7006"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dario Rossi","raw_affiliation_strings":["Huawei Technologies Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co. Ltd","institution_ids":["https://openalex.org/I4210160618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031469203"],"corresponding_institution_ids":["https://openalex.org/I4210160618"],"apc_list":null,"apc_paid":null,"fwci":0.6628,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77171124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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":0.9991999864578247,"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":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.7565288543701172},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5850691795349121},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47914236783981323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3947103023529053},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38917264342308044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565288543701172},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5850691795349121},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47914236783981323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3947103023529053},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38917264342308044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3405837.3411398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3405837.3411398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCOMM '20 Poster and Demo Sessions","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":5,"referenced_works":["https://openalex.org/W2119271160","https://openalex.org/W2612416496","https://openalex.org/W2766864503","https://openalex.org/W2964108773","https://openalex.org/W3099432326"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W2126887587","https://openalex.org/W4312962853","https://openalex.org/W4230611425","https://openalex.org/W3113246537","https://openalex.org/W2810819803","https://openalex.org/W4300830955"],"abstract_inverted_index":{"The":[0],"increased":[1],"interest":[2],"towards":[3],"Deep":[4],"Learning":[5],"(DL)":[6],"technologies":[7],"has":[8],"led":[9],"to":[10,66,86,92],"the":[11,45,51,68],"development":[12,46],"of":[13,17,47,53,70],"a":[14,88],"new":[15,89],"generation":[16],"specialized":[18],"hardware":[19,102],"accelerator":[20,90],"[8]":[21],"such":[22,54],"as":[23],"Graphic":[24],"Processing":[25,30],"Unit":[26,31],"(GPU)":[27],"and":[28,79,112,119],"Tensor":[29],"(TPU)":[32],"[1,":[33],"2].":[34],"Although":[35],"attractive":[36],"for":[37],"implementing":[38],"real-time":[39],"analytics":[40],"based":[41],"traffic":[42,131],"engineering":[43],"fostering":[44],"self-driving":[48],"networks":[49],"[5],":[50],"integration":[52],"components":[55],"in":[56,94],"network":[57],"routers":[58,63],"is":[59,124],"not":[60],"trivial.":[61],"Indeed,":[62],"typically":[64],"aim":[65],"minimize":[67],"overhead":[69],"per-packet":[71],"processing":[72,132],"(e.g.,":[73,82,109],"Ethernet":[74],"switching,":[75],"IP":[76],"forwarding,":[77],"telemetry)":[78],"design":[80],"choices":[81],"power,":[83],"memory":[84],"consumption)":[85],"integrate":[87],"need":[91],"factor":[93],"these":[95],"key":[96],"requirements.":[97],"Previous":[98],"works":[99],"on":[100,115,130],"DL":[101,128],"accelerators":[103],"have":[104],"overlooked":[105],"specific":[106],"router":[107],"constraints":[108],"strict":[110],"latency)":[111],"focused":[113],"instead":[114],"cloud":[116],"deployment":[117],"[4]":[118],"image":[120],"processing.":[121],"Likewise,":[122],"there":[123],"limited":[125],"literature":[126],"regarding":[127],"application":[129],"at":[133],"line-rate":[134],"[6,":[135],"9].":[136]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}