{"id":"https://openalex.org/W4310608609","doi":"https://doi.org/10.23919/cnsm55787.2022.9964510","title":"Howdah: Load Profiling via In-Band Flow Classification and P4","display_name":"Howdah: Load Profiling via In-Band Flow Classification and P4","publication_year":2022,"publication_date":"2022-10-31","ids":{"openalex":"https://openalex.org/W4310608609","doi":"https://doi.org/10.23919/cnsm55787.2022.9964510"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm55787.2022.9964510","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm55787.2022.9964510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 18th International Conference on Network and Service Management (CNSM)","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/A5008834722","display_name":"Antonino Angi","orcid":"https://orcid.org/0000-0003-1619-6805"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonino Angi","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011246061","display_name":"Alessio Sacco","orcid":"https://orcid.org/0000-0003-2835-5455"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Sacco","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055238253","display_name":"Flavio Esposito","orcid":"https://orcid.org/0000-0002-7798-4584"},"institutions":[{"id":"https://openalex.org/I47838141","display_name":"Saint Louis University","ror":"https://ror.org/01p7jjy08","country_code":"US","type":"education","lineage":["https://openalex.org/I47838141"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Flavio Esposito","raw_affiliation_strings":["Saint Louis University,Computer Science Department,USA","Computer Science Department, Saint Louis University, USA"],"affiliations":[{"raw_affiliation_string":"Saint Louis University,Computer Science Department,USA","institution_ids":["https://openalex.org/I47838141"]},{"raw_affiliation_string":"Computer Science Department, Saint Louis University, USA","institution_ids":["https://openalex.org/I47838141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010269472","display_name":"Guido Marchetto","orcid":"https://orcid.org/0000-0003-3588-9367"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Marchetto","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering,Italy","Department of Control and Computer Engineering, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Control and Computer Engineering, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080333607","display_name":"Alexander Clemm","orcid":"https://orcid.org/0000-0003-3660-4546"},"institutions":[{"id":"https://openalex.org/I4210136895","display_name":"Institute for the Future","ror":"https://ror.org/049tcsg76","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Clemm","raw_affiliation_strings":["Futurewei Inc.,USA","Futurewei Inc., USA"],"affiliations":[{"raw_affiliation_string":"Futurewei Inc.,USA","institution_ids":["https://openalex.org/I4210136895"]},{"raw_affiliation_string":"Futurewei Inc., USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008834722"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63341113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10714","display_name":"Software-Defined Networks and 5G","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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9995999932289124,"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":0.9994000196456909,"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":0.8311181664466858},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6849340796470642},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.6068891882896423},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.557239294052124},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5424007773399353},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5220943689346313},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5200021862983704},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.5190652012825012},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.49424389004707336},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4734113812446594},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.44428080320358276},{"id":"https://openalex.org/keywords/traffic-shaping","display_name":"Traffic shaping","score":0.4427906274795532},{"id":"https://openalex.org/keywords/web-traffic","display_name":"Web traffic","score":0.4278143048286438},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4141172468662262},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1113176941871643},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11104193329811096},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09070509672164917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8311181664466858},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6849340796470642},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.6068891882896423},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.557239294052124},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5424007773399353},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5220943689346313},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5200021862983704},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.5190652012825012},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.49424389004707336},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4734113812446594},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.44428080320358276},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.4427906274795532},{"id":"https://openalex.org/C2777672014","wikidata":"https://www.wikidata.org/wiki/Q1172573","display_name":"Web traffic","level":3,"score":0.4278143048286438},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4141172468662262},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1113176941871643},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11104193329811096},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09070509672164917},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm55787.2022.9964510","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm55787.2022.9964510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 18th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1543942291","https://openalex.org/W1698388015","https://openalex.org/W1978175770","https://openalex.org/W1994926493","https://openalex.org/W2034357761","https://openalex.org/W2038718790","https://openalex.org/W2062362478","https://openalex.org/W2065889189","https://openalex.org/W2099657323","https://openalex.org/W2102090846","https://openalex.org/W2128696926","https://openalex.org/W2157990152","https://openalex.org/W2164740236","https://openalex.org/W2164998096","https://openalex.org/W2168595508","https://openalex.org/W2173213060","https://openalex.org/W2465793152","https://openalex.org/W2472192521","https://openalex.org/W2744567246","https://openalex.org/W2770706713","https://openalex.org/W2774778035","https://openalex.org/W2886733642","https://openalex.org/W2889944661","https://openalex.org/W2911872268","https://openalex.org/W3012336636","https://openalex.org/W3040922771","https://openalex.org/W3046750740","https://openalex.org/W3098158941","https://openalex.org/W3183566244","https://openalex.org/W4236202168","https://openalex.org/W4249923717","https://openalex.org/W6632490965","https://openalex.org/W6758694844"],"related_works":["https://openalex.org/W266939152","https://openalex.org/W2924962435","https://openalex.org/W2490010379","https://openalex.org/W2060036720","https://openalex.org/W1543668691","https://openalex.org/W2141958076","https://openalex.org/W2745966507","https://openalex.org/W2949949254","https://openalex.org/W2380709786","https://openalex.org/W4226172882"],"abstract_inverted_index":{"The":[0],"challenges":[1],"of":[2,12,44,93,150],"managing":[3],"datacenter":[4,166],"traffic":[5,69,88,104,123,130,143,154],"increase":[6],"with":[7,90],"the":[8,41,49,58,91,135,148],"complexity":[9],"and":[10,15,28,71,78,99,146,156],"variety":[11],"new":[13],"Internet":[14],"Web":[16],"applications.":[17],"Efficient":[18],"network":[19],"management":[20],"systems":[21],"are":[22],"often":[23],"required":[24],"to":[25,37,57,83,86,125,127],"thwart":[26],"delays":[27],"minimize":[29],"failures.":[30],"In":[31,62],"this":[32,63],"regard,":[33],"it":[34,119],"appears":[35],"helpful":[36],"identify":[38],"in":[39,48,165],"advance":[40],"different":[42,54,59,87],"classes":[43,89],"flows":[45],"that":[46,74],"(co)exist":[47],"network,":[50],"characterizing":[51],"them":[52],"into":[53],"types":[55],"according":[56],"latency/bandwidth":[60],"requirements.":[61],"paper,":[64],"we":[65],"propose":[66],"Howdah,":[67,97],"a":[68,79,111,114,117,128],"identification":[70],"profiling":[72],"mechanism":[73],"uses":[75],"Machine":[76],"Learning":[77],"congestion-aware":[80],"forwarding":[81,159],"strategy":[82],"offer":[84],"adaptation":[85],"support":[92],"programmable":[94],"data-planes.":[95],"With":[96],"sender":[98],"gateway":[100],"elements":[101],"inject":[102],"in-band":[103],"information":[105],"obtained":[106],"using":[107],"supervised":[108],"learning.":[109],"When":[110],"switch":[112,158],"or":[113],"router":[115],"receives":[116],"packet,":[118],"exploits":[120],"such":[121],"host-based":[122],"classification":[124,155],"adapt":[126],"desirable":[129],"profile,":[131],"for":[132],"example,":[133],"balancing":[134],"load.":[136],"We":[137],"compare":[138],"our":[139],"solutions":[140,145],"against":[141],"recent":[142],"engineering":[144],"show":[147],"efficacy":[149],"cooperation":[151],"between":[152],"host":[153],"P4-based":[157],"policies,":[160],"reducing":[161],"packet":[162],"transmission":[163],"time":[164],"scenarios.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
