{"id":"https://openalex.org/W2997757191","doi":"https://doi.org/10.1109/tnsm.2019.2961627","title":"Gaussian Process Regression-Based Traffic Load Balancing for Multimedia Multipath Systems","display_name":"Gaussian Process Regression-Based Traffic Load Balancing for Multimedia Multipath Systems","publication_year":2019,"publication_date":"2019-12-25","ids":{"openalex":"https://openalex.org/W2997757191","doi":"https://doi.org/10.1109/tnsm.2019.2961627","mag":"2997757191"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2019.2961627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2019.2961627","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-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/A5101945158","display_name":"Jeong-Seop Kim","orcid":"https://orcid.org/0000-0002-7817-3134"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongseop Kim","raw_affiliation_strings":["Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7817-3134","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100713529","display_name":"Jinsoo Park","orcid":"https://orcid.org/0000-0001-8467-5600"},"institutions":[{"id":"https://openalex.org/I24541011","display_name":"Soonchunhyang University","ror":"https://ror.org/03qjsrb10","country_code":"KR","type":"education","lineage":["https://openalex.org/I24541011"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinsoo Park","raw_affiliation_strings":["Department of Computer Software Engineering, Soonchunhyang University, Asan, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-8467-5600","affiliations":[{"raw_affiliation_string":"Department of Computer Software Engineering, Soonchunhyang University, Asan, South Korea","institution_ids":["https://openalex.org/I24541011"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070746145","display_name":"Ganguk Hwang","orcid":"https://orcid.org/0000-0001-7727-9028"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ganguk Hwang","raw_affiliation_strings":["Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7727-9028","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5579,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72039401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17","issue":"2","first_page":"1211","last_page":"1223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9979000091552734,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9979000091552734,"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":0.9948999881744385,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9939000010490417,"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/timeout","display_name":"Timeout","score":0.896804928779602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8720166683197021},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6360939741134644},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.536336362361908},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.5281628966331482},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.47522667050361633},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4592265188694},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45477813482284546},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.450917512178421},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4500579535961151},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.41773465275764465},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32026612758636475}],"concepts":[{"id":"https://openalex.org/C31691690","wikidata":"https://www.wikidata.org/wiki/Q1753979","display_name":"Timeout","level":2,"score":0.896804928779602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8720166683197021},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6360939741134644},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.536336362361908},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.5281628966331482},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.47522667050361633},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4592265188694},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45477813482284546},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.450917512178421},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4500579535961151},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.41773465275764465},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32026612758636475},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":1,"locations":[{"id":"doi:10.1109/tnsm.2019.2961627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2019.2961627","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3611114908","display_name":null,"funder_award_id":"NRF-2019R1A5A1028324","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1532731094","https://openalex.org/W1558323843","https://openalex.org/W1558597689","https://openalex.org/W1702387805","https://openalex.org/W1746819321","https://openalex.org/W1978061253","https://openalex.org/W2020878820","https://openalex.org/W2022368378","https://openalex.org/W2022886215","https://openalex.org/W2062362478","https://openalex.org/W2105818147","https://openalex.org/W2108653472","https://openalex.org/W2111944885","https://openalex.org/W2141081482","https://openalex.org/W2142972230","https://openalex.org/W2147981936","https://openalex.org/W2156773279","https://openalex.org/W2162932658","https://openalex.org/W2165381162","https://openalex.org/W2414872774","https://openalex.org/W2421608462","https://openalex.org/W2488445073","https://openalex.org/W2617269096","https://openalex.org/W2760124760","https://openalex.org/W2794634672","https://openalex.org/W4206809386","https://openalex.org/W4211049957","https://openalex.org/W4245267706","https://openalex.org/W6637338928","https://openalex.org/W6655799143","https://openalex.org/W6749828354"],"related_works":["https://openalex.org/W2001619020","https://openalex.org/W2318163330","https://openalex.org/W2117749464","https://openalex.org/W4362636126","https://openalex.org/W2113451084","https://openalex.org/W2094374755","https://openalex.org/W2008788431","https://openalex.org/W2045868190","https://openalex.org/W1982218871","https://openalex.org/W2048785841"],"abstract_inverted_index":{"A":[0],"Multimedia":[1],"multipath":[2],"(MMMP)":[3],"system":[4,61,173],"aims":[5],"at":[6],"offering":[7],"higher":[8],"reliability":[9],"and":[10,18,35,62,92,109,186],"stability":[11],"utilizing":[12],"a":[13,81],"variety":[14],"of":[15,23,97,117,121,132,180],"communication":[16,194],"media":[17],"paths.":[19,123],"To":[20,76],"satisfy":[21],"quality":[22],"service":[24],"(QoS)":[25],"requirements,":[26],"an":[27,48],"associated":[28],"router":[29],"should":[30],"estimate":[31,93],"the":[32,60,63,94,101,111,114,118,122,125,133,141,162,166,178,184,188,193],"path":[33,41,99],"status":[34],"allocate":[36],"traffic":[37,157,167],"load":[38,50,168],"to":[39,84,144,171,191,197],"each":[40,98],"properly.":[42],"In":[43,124],"this":[44,77],"paper,":[45],"we":[46,79,127,159,176],"propose":[47,128],"adaptive":[49],"balancing":[51],"algorithm":[52,143,164,190],"which":[53,139],"does":[54],"not":[55],"require":[56],"any":[57],"information":[58,65],"about":[59],"necessary":[64],"is":[66],"estimated":[67],"through":[68],"online":[69,147],"learning":[70],"with":[71,155],"Gaussian":[72],"Process":[73],"Regression":[74],"(GPR).":[75],"end,":[78],"introduce":[80],"probing":[82,181,198],"period":[83],"collect":[85],"training":[86],"data":[87],"on":[88,183],"delay":[89],"for":[90],"GPR":[91],"timeout":[95,119,134],"probability":[96,135],"using":[100],"predictive":[102],"distributions":[103],"from":[104],"GPR.":[105],"We":[106],"then":[107],"analyze":[108,177],"minimize":[110],"cost":[112],"function,":[113],"weighted":[115],"sum":[116],"probabilities":[120],"analysis,":[126],"two":[129],"approximation":[130],"methods":[131],"without":[136],"direct":[137],"calculations,":[138],"allows":[140],"proposed":[142,163,189],"operate":[145],"in":[146],"manner.":[148],"Through":[149],"extensive":[150],"simulations":[151],"under":[152],"various":[153],"scenarios":[154],"real-world":[156],"traces,":[158],"demonstrate":[160],"that":[161],"balances":[165],"properly":[169],"according":[170],"dynamic":[172],"conditions.":[174],"Furthermore,":[175],"impact":[179],"packets":[182],"network":[185],"design":[187],"reduce":[192],"overhead":[195],"due":[196],"packets.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
