{"id":"https://openalex.org/W3213085903","doi":"https://doi.org/10.1109/icccnt51525.2021.9579708","title":"ICon: How Can We Intelligently Predict TCP Congestion?","display_name":"ICon: How Can We Intelligently Predict TCP Congestion?","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3213085903","doi":"https://doi.org/10.1109/icccnt51525.2021.9579708","mag":"3213085903"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5006691719","display_name":"Twinkle Chatterjee","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Twinkle Chatterjee","raw_affiliation_strings":["Techno International New Town,Department of IT,India,700156"],"affiliations":[{"raw_affiliation_string":"Techno International New Town,Department of IT,India,700156","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025251681","display_name":"Raja Karmakar","orcid":"https://orcid.org/0000-0003-1916-7743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raja Karmakar","raw_affiliation_strings":["Techno International New Town,Department of IT,India,700156"],"affiliations":[{"raw_affiliation_string":"Techno International New Town,Department of IT,India,700156","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054475089","display_name":"Anuran Mitra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anuran Mitra","raw_affiliation_strings":["Techno International New Town,Department of IT,India,700156"],"affiliations":[{"raw_affiliation_string":"Techno International New Town,Department of IT,India,700156","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103054294","display_name":"Arindam Ghosh","orcid":"https://orcid.org/0000-0002-4545-0879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arindam Ghosh","raw_affiliation_strings":["Techno International New Town,Department of IT,India,700156"],"affiliations":[{"raw_affiliation_string":"Techno International New Town,Department of IT,India,700156","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102815848","display_name":"Sanjukta Bhattacharya","orcid":"https://orcid.org/0000-0003-3687-8547"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjukta Bhattacharya","raw_affiliation_strings":["Techno International New Town,Department of IT,India,700156"],"affiliations":[{"raw_affiliation_string":"Techno International New Town,Department of IT,India,700156","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006691719"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20026467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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/T10138","display_name":"Network Traffic and Congestion Control","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/T11158","display_name":"Wireless Networks and Protocols","score":0.9997000098228455,"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":0.9970999956130981,"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":0.7849282622337341},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.7341083288192749},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7282697558403015},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.5782679319381714},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.539302408695221},{"id":"https://openalex.org/keywords/tcp-tuning","display_name":"TCP tuning","score":0.5340100526809692},{"id":"https://openalex.org/keywords/tcp-westwood-plus","display_name":"TCP Westwood plus","score":0.5126692056655884},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5118040442466736},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.5019004344940186},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4946388900279999},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.48251888155937195},{"id":"https://openalex.org/keywords/transmission-control-protocol","display_name":"Transmission Control Protocol","score":0.47270891070365906},{"id":"https://openalex.org/keywords/cubic-tcp","display_name":"CUBIC TCP","score":0.46497368812561035},{"id":"https://openalex.org/keywords/tcp-friendly-rate-control","display_name":"TCP Friendly Rate Control","score":0.4511619210243225},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.422793447971344},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23332929611206055},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11575859785079956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7849282622337341},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.7341083288192749},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7282697558403015},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.5782679319381714},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.539302408695221},{"id":"https://openalex.org/C120837960","wikidata":"https://www.wikidata.org/wiki/Q7669763","display_name":"TCP tuning","level":4,"score":0.5340100526809692},{"id":"https://openalex.org/C178127533","wikidata":"https://www.wikidata.org/wiki/Q7669752","display_name":"TCP Westwood plus","level":5,"score":0.5126692056655884},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5118040442466736},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.5019004344940186},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4946388900279999},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.48251888155937195},{"id":"https://openalex.org/C33588617","wikidata":"https://www.wikidata.org/wiki/Q8803","display_name":"Transmission Control Protocol","level":3,"score":0.47270891070365906},{"id":"https://openalex.org/C140349481","wikidata":"https://www.wikidata.org/wiki/Q4035697","display_name":"CUBIC TCP","level":5,"score":0.46497368812561035},{"id":"https://openalex.org/C30838235","wikidata":"https://www.wikidata.org/wiki/Q7669749","display_name":"TCP Friendly Rate Control","level":4,"score":0.4511619210243225},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.422793447971344},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23332929611206055},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11575859785079956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1492262740","https://openalex.org/W1969791930","https://openalex.org/W1993381725","https://openalex.org/W2007035892","https://openalex.org/W2017394568","https://openalex.org/W2031069991","https://openalex.org/W2047947005","https://openalex.org/W2066258383","https://openalex.org/W2149369935","https://openalex.org/W2159407003","https://openalex.org/W2543851694","https://openalex.org/W2568579530","https://openalex.org/W2618992055","https://openalex.org/W2761447325","https://openalex.org/W2801358835","https://openalex.org/W2806062433","https://openalex.org/W2909859782","https://openalex.org/W2913415886","https://openalex.org/W2944459545","https://openalex.org/W2968354563","https://openalex.org/W2981840673","https://openalex.org/W3084049402","https://openalex.org/W3089026627","https://openalex.org/W4285719527","https://openalex.org/W6729030867","https://openalex.org/W6738571084"],"related_works":["https://openalex.org/W71366087","https://openalex.org/W2426825868","https://openalex.org/W2143145152","https://openalex.org/W2096570563","https://openalex.org/W196708450","https://openalex.org/W1532864776","https://openalex.org/W2090452795","https://openalex.org/W1482964674","https://openalex.org/W2591808471","https://openalex.org/W2141669981"],"abstract_inverted_index":{"To":[0],"enhance":[1],"the":[2,17,22,25,34,64,105,111,116,119,133,140,146,155,162,165,169,181,190],"wireless":[3,8],"network":[4,35,40,78,117,196],"performance,":[5],"several":[6],"new":[7],"standards,":[9],"such":[10],"as":[11,132],"IEEE":[12],"802.11ac/ax,":[13],"are":[14],"introduced,":[15],"where":[16,185],"objective":[18],"is":[19,80,151,175,187],"to":[20,38,63,102,167],"increase":[21,65],"throughput":[23],"in":[24,56,66,115,154,159],"network.":[26],"However,":[27],"Transmission":[28],"Control":[29],"Protocol":[30],"(TCP)":[31],"congestion":[32,44,93,108,121,158],"degrades":[33],"performance":[36,182],"due":[37],"limited":[39],"capacity.":[41],"The":[42],"standard":[43],"control":[45,89,94],"mechanism":[46],"focuses":[47],"primarily":[48],"on":[49,110,145],"acknowledgment":[50],"(ACK)":[51],"packets,":[52],"which":[53],"may":[54],"result":[55],"inappropriate":[57],"handling":[58],"of":[59,107,135,142,148,157,164,183],"congestion,":[60],"and":[61,70,118,138],"lead":[62],"packet":[67,71,150],"drop":[68],"rate":[69],"transmission":[72],"delay.":[73],"As":[74],"a":[75,91],"consequence,":[76],"overall":[77,195],"efficiency":[79],"degraded.":[81],"In":[82],"this":[83],"paper,":[84],"we":[85,179],"propose":[86],"Intelligent":[87],"Congestion":[88],"(ICon),":[90],"learning-based":[92],"mechanism,":[95],"that":[96,189],"uses":[97],"Deep":[98],"Neural":[99],"Network":[100],"(DNN)":[101],"smartly":[103],"predict":[104],"occurrence":[106],"based":[109],"present":[112],"channel":[113,136],"condition":[114],"last":[120],"window":[122,125],"size":[123],"(old":[124],"size).":[126],"We":[127],"use":[128],"Signal-to-Noise":[129],"Ratio":[130],"(SNR)":[131],"measurement":[134],"condition,":[137],"thus":[139],"impact":[141],"signal":[143],"quality":[144],"volume":[147],"transmitted":[149],"implicitly":[152],"introduced":[153],"prediction":[156],"ICon.":[160],"For":[161],"generation":[163],"dataset":[166],"train":[168],"proposed":[170,191],"DNN,":[171],"an":[172],"intensive":[173],"simulation":[174],"used.":[176],"Through":[177],"simulation,":[178],"analyze":[180],"ICon,":[184],"it":[186],"noted":[188],"scheme":[192],"significantly":[193],"improves":[194],"performance.":[197]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}