{"id":"https://openalex.org/W4311134113","doi":"https://doi.org/10.1145/3565473.3569190","title":"Modeling TCP performance using graph neural networks","display_name":"Modeling TCP performance using graph neural networks","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4311134113","doi":"https://doi.org/10.1145/3565473.3569190"},"language":"en","primary_location":{"id":"doi:10.1145/3565473.3569190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565473.3569190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Graph Neural Networking","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/A5039476187","display_name":"Benedikt Jaeger","orcid":"https://orcid.org/0000-0002-8541-5496"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Jaeger","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064953906","display_name":"Max Helm","orcid":"https://orcid.org/0000-0001-7944-4867"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Max Helm","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018399712","display_name":"Lars Schwegmann","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Schwegmann","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060144977","display_name":"Georg Carle","orcid":"https://orcid.org/0000-0002-2347-1839"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg Carle","raw_affiliation_strings":["Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2834,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8138933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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/T10138","display_name":"Network Traffic and Congestion Control","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/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"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","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":0.7502580285072327},{"id":"https://openalex.org/keywords/tcp-tuning","display_name":"TCP tuning","score":0.6782160401344299},{"id":"https://openalex.org/keywords/tcp-friendly-rate-control","display_name":"TCP Friendly Rate Control","score":0.6164525151252747},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5812257528305054},{"id":"https://openalex.org/keywords/h-tcp","display_name":"H-TCP","score":0.5735633969306946},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4727412462234497},{"id":"https://openalex.org/keywords/tcp-acceleration","display_name":"TCP acceleration","score":0.46425703167915344},{"id":"https://openalex.org/keywords/cubic-tcp","display_name":"CUBIC TCP","score":0.45728015899658203},{"id":"https://openalex.org/keywords/zeta-tcp","display_name":"Zeta-TCP","score":0.43937402963638306},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.43297138810157776},{"id":"https://openalex.org/keywords/tcp-global-synchronization","display_name":"TCP global synchronization","score":0.41022688150405884},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3862951397895813},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.09905144572257996}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7502580285072327},{"id":"https://openalex.org/C120837960","wikidata":"https://www.wikidata.org/wiki/Q7669763","display_name":"TCP tuning","level":4,"score":0.6782160401344299},{"id":"https://openalex.org/C30838235","wikidata":"https://www.wikidata.org/wiki/Q7669749","display_name":"TCP Friendly Rate Control","level":4,"score":0.6164525151252747},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5812257528305054},{"id":"https://openalex.org/C128381798","wikidata":"https://www.wikidata.org/wiki/Q5627845","display_name":"H-TCP","level":5,"score":0.5735633969306946},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4727412462234497},{"id":"https://openalex.org/C101452262","wikidata":"https://www.wikidata.org/wiki/Q7669757","display_name":"TCP acceleration","level":4,"score":0.46425703167915344},{"id":"https://openalex.org/C140349481","wikidata":"https://www.wikidata.org/wiki/Q4035697","display_name":"CUBIC TCP","level":5,"score":0.45728015899658203},{"id":"https://openalex.org/C30305156","wikidata":"https://www.wikidata.org/wiki/Q8069697","display_name":"Zeta-TCP","level":4,"score":0.43937402963638306},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.43297138810157776},{"id":"https://openalex.org/C162030245","wikidata":"https://www.wikidata.org/wiki/Q2383755","display_name":"TCP global synchronization","level":4,"score":0.41022688150405884},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3862951397895813},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.09905144572257996}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565473.3569190","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565473.3569190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Graph Neural Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G252029518","display_name":null,"funder_award_id":"16KISK001K","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3570026678","display_name":null,"funder_award_id":"16KISK107","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5262432018","display_name":null,"funder_award_id":"101008468","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1923594657","https://openalex.org/W1938727226","https://openalex.org/W2022844530","https://openalex.org/W2110416206","https://openalex.org/W2118760020","https://openalex.org/W2141405301","https://openalex.org/W2150572980","https://openalex.org/W2151452790","https://openalex.org/W2774771457","https://openalex.org/W2884601548","https://openalex.org/W2945233633","https://openalex.org/W2977973695","https://openalex.org/W3000317464","https://openalex.org/W3001947519","https://openalex.org/W3106379731","https://openalex.org/W3137555277","https://openalex.org/W3138562521","https://openalex.org/W4239779753","https://openalex.org/W4283211170","https://openalex.org/W4289821985"],"related_works":["https://openalex.org/W4385489147","https://openalex.org/W2359050244","https://openalex.org/W2354883111","https://openalex.org/W2083078985","https://openalex.org/W1981903687","https://openalex.org/W1937237773","https://openalex.org/W1979668142","https://openalex.org/W1587980210","https://openalex.org/W2147198325","https://openalex.org/W2167805780"],"abstract_inverted_index":{"TCP":[0,9,39,58],"throughput":[1],"and":[2,11,29,67],"RTT":[3],"prediction":[4],"are":[5,77],"essential":[6],"to":[7,20,64,80],"model":[8],"behavior":[10,37,59],"optimize":[12],"network":[13,21,51,82],"configurations.":[14],"Flows":[15],"adapt":[16],"their":[17,61],"sending":[18],"rate":[19],"parameters":[22],"like":[23],"link":[24],"capacity":[25],"or":[26],"buffer":[27],"size":[28],"interact":[30],"with":[31],"parallel":[32],"flows.":[33],"Especially":[34],"the":[35,50,65],"elastic":[36],"of":[38,69],"congestion":[40],"control":[41],"can":[42],"vary,":[43],"even":[44],"when":[45],"only":[46],"slight":[47],"changes":[48],"in":[49,75],"occur.":[52],"Thus,":[53],"existing":[54],"analytical":[55],"models":[56],"for":[57],"reach":[60],"limits":[62],"due":[63],"number":[66],"complexity":[68],"different":[70],"algorithms.":[71],"Machine":[72],"learning":[73],"approaches,":[74],"contrast,":[76],"often":[78],"fixed":[79],"specific":[81],"topologies.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
