{"id":"https://openalex.org/W3036580555","doi":"https://doi.org/10.1109/jsac.2020.3036958","title":"Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You!","display_name":"Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You!","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W3036580555","doi":"https://doi.org/10.1109/jsac.2020.3036958","mag":"3036580555"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2020.3036958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3036958","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.11735","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038689485","display_name":"Soheil Abbasloo","orcid":"https://orcid.org/0000-0002-0036-7107"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soheil Abbasloo","raw_affiliation_strings":["High Speed Networking Laboratory, New York University, New York City, NY, USA","[High Speed Networking Laboratory, New York University, New York City, NY, USA]"],"raw_orcid":"https://orcid.org/0000-0002-0036-7107","affiliations":[{"raw_affiliation_string":"High Speed Networking Laboratory, New York University, New York City, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"[High Speed Networking Laboratory, New York University, New York City, NY, USA]","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006245545","display_name":"Chen-Yu Yen","orcid":"https://orcid.org/0000-0002-5232-5988"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen-Yu Yen","raw_affiliation_strings":["High Speed Networking Laboratory, New York University, New York City, NY, USA","[High Speed Networking Laboratory, New York University, New York City, NY, USA]"],"raw_orcid":"https://orcid.org/0000-0002-5232-5988","affiliations":[{"raw_affiliation_string":"High Speed Networking Laboratory, New York University, New York City, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"[High Speed Networking Laboratory, New York University, New York City, NY, USA]","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071272821","display_name":"H. Jonathan Chao","orcid":"https://orcid.org/0000-0002-3554-0272"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Jonathan Chao","raw_affiliation_strings":["High Speed Networking Laboratory, New York University, New York City, NY, USA","[High Speed Networking Laboratory, New York University, New York City, NY, USA]"],"raw_orcid":"https://orcid.org/0000-0002-3554-0272","affiliations":[{"raw_affiliation_string":"High Speed Networking Laboratory, New York University, New York City, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"[High Speed Networking Laboratory, New York University, New York City, NY, USA]","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.2832,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63941802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"39","issue":"1","first_page":"265","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.696934700012207},{"id":"https://openalex.org/keywords/zeta-tcp","display_name":"Zeta-TCP","score":0.5604467391967773},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5125989317893982},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4633747637271881},{"id":"https://openalex.org/keywords/tcp-acceleration","display_name":"TCP acceleration","score":0.4480831027030945},{"id":"https://openalex.org/keywords/tcp-friendly-rate-control","display_name":"TCP Friendly Rate Control","score":0.41325652599334717},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3400028944015503},{"id":"https://openalex.org/keywords/transmission-control-protocol","display_name":"Transmission Control Protocol","score":0.2719571590423584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10742703080177307},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.08957543969154358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.696934700012207},{"id":"https://openalex.org/C30305156","wikidata":"https://www.wikidata.org/wiki/Q8069697","display_name":"Zeta-TCP","level":4,"score":0.5604467391967773},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5125989317893982},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4633747637271881},{"id":"https://openalex.org/C101452262","wikidata":"https://www.wikidata.org/wiki/Q7669757","display_name":"TCP acceleration","level":4,"score":0.4480831027030945},{"id":"https://openalex.org/C30838235","wikidata":"https://www.wikidata.org/wiki/Q7669749","display_name":"TCP Friendly Rate Control","level":4,"score":0.41325652599334717},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3400028944015503},{"id":"https://openalex.org/C33588617","wikidata":"https://www.wikidata.org/wiki/Q8803","display_name":"Transmission Control Protocol","level":3,"score":0.2719571590423584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10742703080177307},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.08957543969154358}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jsac.2020.3036958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3036958","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1912.11735","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.11735","pdf_url":"https://arxiv.org/pdf/1912.11735","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1912.11735","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1912.11735","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"mag:3036580555","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1912.11735","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.11735","pdf_url":"https://arxiv.org/pdf/1912.11735","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3036580555.pdf","grobid_xml":"https://content.openalex.org/works/W3036580555.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1490674876","https://openalex.org/W1507360068","https://openalex.org/W1694165248","https://openalex.org/W1757796397","https://openalex.org/W1972041827","https://openalex.org/W1988975763","https://openalex.org/W1989035469","https://openalex.org/W2001755333","https://openalex.org/W2004244301","https://openalex.org/W2017957151","https://openalex.org/W2022844530","https://openalex.org/W2050600889","https://openalex.org/W2064675550","https://openalex.org/W2081787917","https://openalex.org/W2100166367","https://openalex.org/W2105536892","https://openalex.org/W2112495447","https://openalex.org/W2112940483","https://openalex.org/W2113765187","https://openalex.org/W2139378549","https://openalex.org/W2145339207","https://openalex.org/W2154890045","https://openalex.org/W2163038493","https://openalex.org/W2165150801","https://openalex.org/W2186601217","https://openalex.org/W2257979135","https://openalex.org/W2540285146","https://openalex.org/W2558634851","https://openalex.org/W2580175322","https://openalex.org/W2753542457","https://openalex.org/W2769057555","https://openalex.org/W2798776137","https://openalex.org/W2799263993","https://openalex.org/W2869071834","https://openalex.org/W2885982708","https://openalex.org/W2899254093","https://openalex.org/W2900103278","https://openalex.org/W2902331071","https://openalex.org/W2921646839","https://openalex.org/W2946348792","https://openalex.org/W2946421721","https://openalex.org/W2949117887","https://openalex.org/W2950512262","https://openalex.org/W2962717849","https://openalex.org/W2962974944","https://openalex.org/W2963399222","https://openalex.org/W2963611966","https://openalex.org/W2963641140","https://openalex.org/W2963680188","https://openalex.org/W2963864421","https://openalex.org/W2966834907","https://openalex.org/W2970330753","https://openalex.org/W2996863786","https://openalex.org/W3046478992","https://openalex.org/W3138562521","https://openalex.org/W3149448910","https://openalex.org/W4231918747","https://openalex.org/W4293263215","https://openalex.org/W6636933019","https://openalex.org/W6637388848","https://openalex.org/W6637967152","https://openalex.org/W6638163082","https://openalex.org/W6638667902","https://openalex.org/W6684205842","https://openalex.org/W6684921986","https://openalex.org/W6686786811","https://openalex.org/W6704571135","https://openalex.org/W6718190810","https://openalex.org/W6732665253","https://openalex.org/W6741977017","https://openalex.org/W6750761875","https://openalex.org/W6753859785","https://openalex.org/W6755310813","https://openalex.org/W6756463683","https://openalex.org/W6756840741","https://openalex.org/W6762541082","https://openalex.org/W6762618457","https://openalex.org/W6762728350","https://openalex.org/W6766857879"],"related_works":["https://openalex.org/W2996931198","https://openalex.org/W3112270907","https://openalex.org/W828985975","https://openalex.org/W2950179818","https://openalex.org/W2162676027","https://openalex.org/W2243799418","https://openalex.org/W342315020","https://openalex.org/W2041328004","https://openalex.org/W1547823038","https://openalex.org/W2786524515","https://openalex.org/W3180613348","https://openalex.org/W1596844062","https://openalex.org/W2108227202","https://openalex.org/W2092119328","https://openalex.org/W2550317889","https://openalex.org/W2183687808","https://openalex.org/W1979769605","https://openalex.org/W2397534409","https://openalex.org/W1754904313","https://openalex.org/W2368420844"],"abstract_inverted_index":{"Can":[0],"we":[1,108],"instead":[2],"of":[3,23,80,119],"designing":[4],"yet":[5],"another":[6],"new":[7,84,136],"TCP":[8,12,26,55,85,88,92,95,120,133],"algorithm,":[9],"design":[10],"a":[11,63],"plug-in":[13,75],"that":[14,110],"can":[15,114,130],"enable":[16],"machines":[17,48],"to":[18,46,52,76],"automatically":[19,49],"boost":[20,77],"the":[21,24,69,78,117,142],"performance":[22,79,118],"existing/future":[25],"designs":[27,140],"in":[28,62,97],"cellular":[29,70,98,147],"networks?":[30],"We":[31,72],"answer":[32],"this":[33],"question":[34],"by":[35,126],"introducing":[36],"DeepCC.":[37],"DeepCC":[38,74,113],"leverages":[39],"advanced":[40],"deep":[41],"reinforcement":[42],"learning":[43],"(DRL)":[44],"techniques":[45],"let":[47],"learn":[50],"how":[51],"steer":[53],"throughput-oriented":[54],"algorithms":[56],"toward":[57],"achieving":[58],"applications'":[59],"desired":[60],"delays":[61],"highly":[64],"dynamic":[65],"network":[66],"such":[67],"as":[68],"network.":[71],"used":[73],"various":[81],"old":[82],"and":[83,94,105,141],"schemes":[86,129],"including":[87,135],"Cubic,":[89],"Google's":[90],"BBR,":[91],"Westwood,":[93],"Illinois":[96],"networks.":[99,148],"Through":[100],"both":[101],"extensive":[102],"trace-based":[103],"evaluations":[104],"real-world":[106],"experiments,":[107],"show":[109],"not":[111],"only":[112],"significantly":[115],"improve":[116],"schemes,":[121],"but":[122],"also":[123],"after":[124],"accompanied":[125],"DeepCC,":[127],"these":[128],"outperform":[131],"state-of-the-art":[132],"protocols":[134],"clean-slate":[137],"machine":[138],"learning-based":[139],"ones":[143],"designed":[144],"solely":[145],"for":[146]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}