{"id":"https://openalex.org/W4391174755","doi":"https://doi.org/10.3390/fi16020037","title":"DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control","display_name":"DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control","publication_year":2024,"publication_date":"2024-01-23","ids":{"openalex":"https://openalex.org/W4391174755","doi":"https://doi.org/10.3390/fi16020037"},"language":"en","primary_location":{"id":"doi:10.3390/fi16020037","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16020037","pdf_url":"https://www.mdpi.com/1999-5903/16/2/37/pdf?version=1706017459","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/2/37/pdf?version=1706017459","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038446422","display_name":"Shiva Raj Pokhrel","orcid":"https://orcid.org/0000-0001-5819-765X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shiva Raj Pokhrel","raw_affiliation_strings":["IoT Research Lab, Deakin University, Geelong 3220, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5819-765X","affiliations":[{"raw_affiliation_string":"IoT Research Lab, Deakin University, Geelong 3220, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060462225","display_name":"Jonathan Kua","orcid":"https://orcid.org/0000-0001-9699-9418"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jonathan Kua","raw_affiliation_strings":["IoT Research Lab, Deakin University, Geelong 3220, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9699-9418","affiliations":[{"raw_affiliation_string":"IoT Research Lab, Deakin University, Geelong 3220, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110286045","display_name":"Deol Satish","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Deol Satish","raw_affiliation_strings":["IoT Research Lab, Deakin University, Geelong 3220, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IoT Research Lab, Deakin University, Geelong 3220, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111748458","display_name":"Sebnem Ozer","orcid":null},"institutions":[{"id":"https://openalex.org/I2800752714","display_name":"Comcast (United States)","ror":"https://ror.org/00sgxyw28","country_code":"US","type":"company","lineage":["https://openalex.org/I2800752714"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebnem Ozer","raw_affiliation_strings":["Comcast Corporation, Philadelphia, PA 19103, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comcast Corporation, Philadelphia, PA 19103, USA","institution_ids":["https://openalex.org/I2800752714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113900376","display_name":"Jeff Howe","orcid":null},"institutions":[{"id":"https://openalex.org/I2800752714","display_name":"Comcast (United States)","ror":"https://ror.org/00sgxyw28","country_code":"US","type":"company","lineage":["https://openalex.org/I2800752714"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Howe","raw_affiliation_strings":["Comcast Corporation, Philadelphia, PA 19103, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comcast Corporation, Philadelphia, PA 19103, USA","institution_ids":["https://openalex.org/I2800752714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066875580","display_name":"Anwar Walid","orcid":"https://orcid.org/0000-0003-1992-6068"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anwar Walid","raw_affiliation_strings":["Amazon Science, New York, NY 10001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon Science, New York, NY 10001, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038446422"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":1.9495,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85294789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"16","issue":"2","first_page":"37","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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":0.9990000128746033,"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/T13553","display_name":"Age of Information Optimization","score":0.996999979019165,"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":0.8964727520942688},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.6411564350128174},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.6055678129196167},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4877939522266388},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34484541416168213},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3155602812767029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1644166111946106}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8964727520942688},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.6411564350128174},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.6055678129196167},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4877939522266388},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34484541416168213},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3155602812767029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1644166111946106},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi16020037","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16020037","pdf_url":"https://www.mdpi.com/1999-5903/16/2/37/pdf?version=1706017459","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:2:p:37-:d:1324904","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/2/37/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:37f277972e7649d9bb7b97f7c0a7e88a","is_oa":true,"landing_page_url":"https://doaj.org/article/37f277972e7649d9bb7b97f7c0a7e88a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 16, Iss 2, p 37 (2024)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/25388575","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/DDPG-MPCC_An_Experience_Driven_Multipath_Performance_Oriented_Congestion_Control/25388575","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi16020037","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16020037","pdf_url":"https://www.mdpi.com/1999-5903/16/2/37/pdf?version=1706017459","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391174755.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2007309295","https://openalex.org/W2163112974","https://openalex.org/W2179500942","https://openalex.org/W2540285146","https://openalex.org/W2598864617","https://openalex.org/W2769786654","https://openalex.org/W2885982708","https://openalex.org/W2905742271","https://openalex.org/W2920933065","https://openalex.org/W2921504613","https://openalex.org/W2921646839","https://openalex.org/W2942278707","https://openalex.org/W2947778964","https://openalex.org/W2963681209","https://openalex.org/W2964346690","https://openalex.org/W2966944379","https://openalex.org/W3046172474","https://openalex.org/W3046214836","https://openalex.org/W3093348818","https://openalex.org/W3110168429","https://openalex.org/W3120214316","https://openalex.org/W3126318735","https://openalex.org/W3135062675","https://openalex.org/W3161886301","https://openalex.org/W3169005972","https://openalex.org/W4205596061","https://openalex.org/W4226019555","https://openalex.org/W4233762780","https://openalex.org/W4309485396","https://openalex.org/W4313172087","https://openalex.org/W4321770431","https://openalex.org/W4383704294","https://openalex.org/W4387212626","https://openalex.org/W4387415048","https://openalex.org/W4389473874","https://openalex.org/W6684205842","https://openalex.org/W6750761875","https://openalex.org/W6784938585"],"related_works":["https://openalex.org/W2376969857","https://openalex.org/W2110252992","https://openalex.org/W614679600","https://openalex.org/W2365309764","https://openalex.org/W2025635845","https://openalex.org/W2185486561","https://openalex.org/W2162082378","https://openalex.org/W2104259103","https://openalex.org/W2185024549","https://openalex.org/W1831230572"],"abstract_inverted_index":{"We":[0],"introduce":[1],"a":[2],"novel":[3],"multipath":[4,35,53],"data":[5],"transport":[6,10],"approach":[7],"at":[8],"the":[9,71],"layer":[11],"referred":[12],"to":[13,30,45,70],"as":[14],"\u2018Deep":[15],"Deterministic":[16],"Policy":[17],"Gradient":[18],"for":[19],"Multipath":[20],"Performance-oriented":[21],"Congestion":[22],"Control\u2019":[23],"(DDPG-MPCC),":[24],"which":[25],"leverages":[26],"deep":[27],"reinforcement":[28],"learning":[29],"enhance":[31],"congestion":[32,55],"management":[33],"in":[34,50],"networks.":[36],"Our":[37],"method":[38],"combines":[39],"DDPG":[40],"with":[41],"online":[42],"convex":[43],"optimization":[44],"optimize":[46],"fairness":[47],"and":[48],"performance":[49],"simultaneously":[51],"challenging":[52],"internet":[54],"control":[56],"scenarios.":[57],"Through":[58],"experiments":[59],"by":[60],"developing":[61],"kernel":[62],"implementation,":[63],"we":[64],"show":[65],"how":[66],"DDPG-MPCC":[67],"performs":[68],"compared":[69],"state-of-the-art":[72],"solutions.":[73]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
