{"id":"https://openalex.org/W3000317464","doi":"https://doi.org/10.1109/ipccc47392.2019.8958727","title":"A Deep Learning Approach to Dynamic Passive RTT Prediction Model for TCP","display_name":"A Deep Learning Approach to Dynamic Passive RTT Prediction Model for TCP","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3000317464","doi":"https://doi.org/10.1109/ipccc47392.2019.8958727","mag":"3000317464"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc47392.2019.8958727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc47392.2019.8958727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10642/8117","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082635229","display_name":"Desta Haileselassie Hagos","orcid":"https://orcid.org/0000-0002-2014-2749"},"institutions":[{"id":"https://openalex.org/I4210090492","display_name":"Kjeller Innovasjon (Norway)","ror":"https://ror.org/000e19x32","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210090492"]},{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Desta Haileselassie Hagos","raw_affiliation_strings":["University of Oslo,Department of Technology Systems,Kjeller,Norway","Department of Technology Systems, University of Oslo, Kjeller, Norway"],"affiliations":[{"raw_affiliation_string":"University of Oslo,Department of Technology Systems,Kjeller,Norway","institution_ids":["https://openalex.org/I4210090492","https://openalex.org/I184942183"]},{"raw_affiliation_string":"Department of Technology Systems, University of Oslo, Kjeller, Norway","institution_ids":["https://openalex.org/I4210090492","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090446312","display_name":"Paal Engelstad","orcid":"https://orcid.org/0009-0000-8371-927X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]},{"id":"https://openalex.org/I4210090492","display_name":"Kjeller Innovasjon (Norway)","ror":"https://ror.org/000e19x32","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210090492"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Paal E. Engelstad","raw_affiliation_strings":["University of Oslo,Department of Technology Systems,Kjeller,Norway","Department of Technology Systems, University of Oslo, Kjeller, Norway"],"affiliations":[{"raw_affiliation_string":"University of Oslo,Department of Technology Systems,Kjeller,Norway","institution_ids":["https://openalex.org/I4210090492","https://openalex.org/I184942183"]},{"raw_affiliation_string":"Department of Technology Systems, University of Oslo, Kjeller, Norway","institution_ids":["https://openalex.org/I4210090492","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011309165","display_name":"Anis Yazid","orcid":null},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Anis Yazid","raw_affiliation_strings":["Oslo Metropolitan University,Department of Computer Science,Oslo,Norway","Department of Computer Science, Oslo Metropolitan University, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Oslo Metropolitan University,Department of Computer Science,Oslo,Norway","institution_ids":["https://openalex.org/I184531372"]},{"raw_affiliation_string":"Department of Computer Science, Oslo Metropolitan University, Oslo, Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018259867","display_name":"Carsten Griwodz","orcid":"https://orcid.org/0000-0002-1254-537X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Carsten Griwodz","raw_affiliation_strings":["University of Oslo,Department of Informatics,Oslo,Norway","Department of Informatics, University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"University of Oslo,Department of Informatics,Oslo,Norway","institution_ids":["https://openalex.org/I184942183"]},{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082635229"],"corresponding_institution_ids":["https://openalex.org/I184942183","https://openalex.org/I4210090492"],"apc_list":null,"apc_paid":null,"fwci":1.0611,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80260989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965000152587891,"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":0.85300612449646},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5774469375610352},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.5524435043334961},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.48529642820358276},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4812174141407013},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4482300281524658},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4325689375400543},{"id":"https://openalex.org/keywords/transmission-control-protocol","display_name":"Transmission Control Protocol","score":0.4122579097747803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.363229900598526},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.14614981412887573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85300612449646},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5774469375610352},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.5524435043334961},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.48529642820358276},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4812174141407013},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4482300281524658},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4325689375400543},{"id":"https://openalex.org/C33588617","wikidata":"https://www.wikidata.org/wiki/Q8803","display_name":"Transmission Control Protocol","level":3,"score":0.4122579097747803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.363229900598526},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.14614981412887573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ipccc47392.2019.8958727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc47392.2019.8958727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:oda.hioa.no:10642/8117","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/8117","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9781728110257","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:oda.hioa.no:10642/8466","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/8466","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"978-1-7281-1025-7","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:www.duo.uio.no:10852/76889","is_oa":true,"landing_page_url":"http://hdl.handle.net/10852/76889","pdf_url":null,"source":{"id":"https://openalex.org/S4306401717","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9781728110257","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:oda.hioa.no:10642/8117","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/8117","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9781728110257","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1584513263","https://openalex.org/W1590810061","https://openalex.org/W1666279428","https://openalex.org/W1714781699","https://openalex.org/W1894154420","https://openalex.org/W1915146225","https://openalex.org/W1969949820","https://openalex.org/W2022062661","https://openalex.org/W2056429635","https://openalex.org/W2064675550","https://openalex.org/W2098043728","https://openalex.org/W2112495447","https://openalex.org/W2122312526","https://openalex.org/W2124478678","https://openalex.org/W2143406739","https://openalex.org/W2153486199","https://openalex.org/W2159497529","https://openalex.org/W2161630099","https://openalex.org/W2395579298","https://openalex.org/W2540285146","https://openalex.org/W2753542457","https://openalex.org/W2801010171","https://openalex.org/W2803995251","https://openalex.org/W2827410935","https://openalex.org/W2949642849","https://openalex.org/W2953384591","https://openalex.org/W2964121744","https://openalex.org/W3001942212","https://openalex.org/W3138562521","https://openalex.org/W4248409180","https://openalex.org/W4292106049","https://openalex.org/W6631190155","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2039664313","https://openalex.org/W2184592418","https://openalex.org/W2028508447","https://openalex.org/W2382744343","https://openalex.org/W2479689280","https://openalex.org/W2171201481","https://openalex.org/W4310009583","https://openalex.org/W2126904199"],"abstract_inverted_index":{"The":[0,31],"Round-Trip":[1],"Time":[2],"(RTT)":[3],"is":[4,44,57,183],"a":[5,11,14,71,118,163,169,232],"property":[6],"of":[7,41,103,124,150],"the":[8,28,37,47,65,79,83,89,99,104,129,132,151,173,206,215],"path":[9],"between":[10,131],"sender":[12,133],"and":[13,26,39,81,87,92,101,116,134,167],"receiver":[15,135],"communicating":[16],"with":[17,136],"Transmission":[18],"Control":[19],"Protocol":[20],"(TCP)":[21],"over":[22,27],"an":[23,58,68,145,222],"IP":[24],"network":[25,60,72,109],"public":[29],"Internet.":[30],"end-to-end":[32],"RTT":[33,56,80,105,130,216],"value":[34],"influences":[35],"significantly":[36],"dynamics":[38],"performance":[40,61,194],"TCP,":[42],"which":[43,182],"by":[45],"far":[46],"most":[48],"used":[49,153],"communication":[50,54],"protocol.":[51],"Thus,":[52],"in":[53,162,168,238],"networks,":[55],"important":[59],"variable.":[62],"By":[63],"measuring":[64],"traffic":[66],"at":[67,97,127,144],"intermediate":[69,146],"node,":[70,147],"operator":[73],"or":[74],"service":[75],"provider":[76],"can":[77],"estimate":[78],"use":[82],"estimation":[84],"to":[85,107,231],"study":[86],"troubleshoot":[88],"per-connection":[90],"characteristics":[91],"performance.":[93],"This":[94],"paper":[95],"aims":[96],"improving":[98,111],"accuracy":[100,138],"timeliness":[102],"estimation,":[106],"help":[108],"operators":[110],"their":[112],"analysis.":[113],"We":[114,156,177,202],"propose":[115],"evaluate":[117],"novel":[119],"deep":[120,187],"learning-based":[121],"model":[122,207,218],"capable":[123],"dynamically":[125],"predicting":[126],"real-time":[128],"high":[137],"based":[139,184],"on":[140,172,185,221],"passive":[141],"measurements":[142],"collected":[143],"taking":[148],"advantage":[149],"commonly":[152],"TCP":[154,198],"timestamps.":[155],"validate":[157],"extensively":[158],"our":[159,180,239],"prediction":[160,217],"methodology":[161],"controlled":[164],"experimental":[165,240],"testbed":[166],"realistic":[170,233],"scenario":[171,234],"Google":[174],"Cloud":[175],"platform.":[176],"show":[178,204],"that":[179,205],"model,":[181],"classical":[186],"learning":[188],"algorithms,":[189],"gives":[190],"reasonably":[191],"effective":[192],"state-of-the-art":[193],"results":[195],"across":[196],"multiple":[197],"congestion":[199],"control":[200],"variants.":[201],"also":[203,228],"works":[208],"well":[209,227],"for":[210],"transfer":[211],"learning.":[212],"Even":[213],"though":[214],"was":[219],"trained":[220],"emulated":[223],"network,":[224],"it":[225],"performs":[226],"when":[229],"applied":[230],"setting,":[235],"as":[236],"demonstrated":[237],"evaluation.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-01-23T00:00:00"}
