{"id":"https://openalex.org/W4293248214","doi":"https://doi.org/10.1145/3538401.3546601","title":"SmartTags","display_name":"SmartTags","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4293248214","doi":"https://doi.org/10.1145/3538401.3546601"},"language":"en","primary_location":{"id":"doi:10.1145/3538401.3546601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538401.3546601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM Workshop on Network-Application Integration","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/A5081625186","display_name":"Ali Munir","orcid":"https://orcid.org/0000-0001-5148-4306"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Munir","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032889517","display_name":"Seyed Hossein Mortazavi","orcid":"https://orcid.org/0000-0002-0451-1911"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Seyed Hossein Mortazavi","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017535691","display_name":"Mahmoud Bahnasy","orcid":"https://orcid.org/0000-0002-6897-6478"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mahmoud Mohamed Bahnasy","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064934455","display_name":"Amir Baniamerian","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amir Baniamerian","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000081147","display_name":"Shimiao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shimiao Wang","raw_affiliation_strings":["University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033391344","display_name":"Shichao Guan","orcid":"https://orcid.org/0000-0003-3716-6402"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shichao Guan","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070878498","display_name":"Yashar Ganjali","orcid":"https://orcid.org/0000-0001-5048-0522"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yashar Ganjali","raw_affiliation_strings":["Huawei Technologies Canada Co. Ltd. and University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada Co. Ltd. and University of Toronto","institution_ids":["https://openalex.org/I4210115038","https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1426,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49102446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8670504093170166},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7363880276679993},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.6548056602478027},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6183632612228394},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5463888049125671},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5379875302314758},{"id":"https://openalex.org/keywords/network-management-station","display_name":"Network management station","score":0.4608971178531647},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.45721861720085144},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.45009830594062805},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.44182586669921875},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4221784472465515},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4114396870136261},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.32876890897750854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22172847390174866},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17386427521705627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8670504093170166},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7363880276679993},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.6548056602478027},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6183632612228394},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5463888049125671},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5379875302314758},{"id":"https://openalex.org/C16986412","wikidata":"https://www.wikidata.org/wiki/Q918419","display_name":"Network management station","level":3,"score":0.4608971178531647},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.45721861720085144},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.45009830594062805},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.44182586669921875},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4221784472465515},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4114396870136261},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.32876890897750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22172847390174866},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17386427521705627},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3538401.3546601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538401.3546601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM Workshop on Network-Application Integration","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1982942153","https://openalex.org/W1995278052","https://openalex.org/W2095451501","https://openalex.org/W2110946051","https://openalex.org/W2112185211","https://openalex.org/W2158733823","https://openalex.org/W2540285146","https://openalex.org/W6800569806"],"related_works":["https://openalex.org/W2378302710","https://openalex.org/W1979528400","https://openalex.org/W4210976393","https://openalex.org/W224643466","https://openalex.org/W1984267261","https://openalex.org/W2370380891","https://openalex.org/W2876187414","https://openalex.org/W2349448495","https://openalex.org/W2574104824","https://openalex.org/W2374456102"],"abstract_inverted_index":{"Sudden":[0],"changes":[1,22,56,85,95,120],"in":[2,7,27,33,36,86,222],"the":[3,8,15,37,51,81,87,117,125,161,184,204],"applications":[4,17],"and":[5,57,60,71,92,128,155,166],"events":[6,59,98],"network":[9,38,58,72,91,97,102,126,134,156,167],"are":[10,122],"often":[11],"related.":[12],"Many":[13],"of":[14,83,116,187,208],"datacenter":[16],"go":[18],"through":[19],"sudden":[20,84],"state":[21,55,119],"(such":[23,39],"as":[24,40,61],"a":[25,62,110,137,149,188],"query-response":[26],"MemCached":[28,209],"application)":[29],"that":[30,112,180],"may":[31],"result":[32,63],"an":[34],"event":[35],"utilization,":[41],"packet":[42],"drops,":[43],"etc.).":[44],"Existing":[45],"works":[46],"do":[47],"not":[48],"fully":[49],"leverage":[50],"relationship":[52,162],"between":[53,163],"application":[54,70,118,153,164,192],"provide":[64],"limited":[65],"performance":[66],"improvements.":[67],"An":[68],"ideal":[69],"management":[73],"system":[74,111],"should":[75],"be":[76],"able":[77],"to":[78,96,99,124,143,158,198],"automatically":[79,113,159],"identify":[80],"sources":[82],"application,":[88],"host":[89],"or":[90],"relate":[93],"these":[94],"enable":[100],"proactive":[101,133],"management.":[103,135],"In":[104],"this":[105,130],"work,":[106],"we":[107,178],"propose":[108],"SmartTags,":[109],"learns":[114],"which":[115],"(Tags)":[121],"related":[123],"events,":[127],"uses":[129],"information":[131],"for":[132,152],"At":[136],"high":[138],"level,":[139],"smartTags":[140,181],"is":[141],"orthogonal":[142],"current":[144],"NAI":[145],"approaches.":[146],"It":[147],"provides":[148],"systemic":[150],"way":[151],"developers":[154],"designers":[157],"learn":[160],"behavior":[165],"events.":[168],"Through":[169],"very":[170],"simple":[171],"small":[172],"scale":[173,224],"real":[174],"testbed":[175],"based":[176],"experiments,":[177],"demonstrate":[179],"can":[182,202],"improve":[183,203],"training":[185],"time":[186,207],"distributed":[189,225],"machine":[190],"learning":[191],"by":[193,210],"27%":[194],"while":[195,212],"minimizing":[196],"loss":[197],"zero.":[199],"Similarly,":[200],"it":[201],"query":[205],"completion":[206],"32%":[211],"achieving":[213],"near":[214],"zero":[215],"loss.":[216],"We":[217],"envision":[218],"much":[219],"more":[220],"gains":[221],"large":[223],"systems.":[226]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-08-27T00:00:00"}