{"id":"https://openalex.org/W2606159080","doi":"https://doi.org/10.1109/blackseacom.2016.7901568","title":"Prediction and preemptive control of network congestion in distributed real-time environment","display_name":"Prediction and preemptive control of network congestion in distributed real-time environment","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2606159080","doi":"https://doi.org/10.1109/blackseacom.2016.7901568","mag":"2606159080"},"language":"en","primary_location":{"id":"doi:10.1109/blackseacom.2016.7901568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom.2016.7901568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5062406744","display_name":"Ramandeep Dhanoa","orcid":null},"institutions":[{"id":"https://openalex.org/I151934421","display_name":"University of Northern British Columbia","ror":"https://ror.org/025wzwv46","country_code":"CA","type":"education","lineage":["https://openalex.org/I151934421"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ramandeep Dhanoa","raw_affiliation_strings":["Department of Computer Science, University of Northern British Columbia, Prince George, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Northern British Columbia, Prince George, Canada","institution_ids":["https://openalex.org/I151934421"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103040012","display_name":"Waqar Haque","orcid":"https://orcid.org/0000-0002-6921-8097"},"institutions":[{"id":"https://openalex.org/I151934421","display_name":"University of Northern British Columbia","ror":"https://ror.org/025wzwv46","country_code":"CA","type":"education","lineage":["https://openalex.org/I151934421"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Waqar Haque","raw_affiliation_strings":["Department of Computer Science, University of Northern British Columbia, Prince George, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Northern British Columbia, Prince George, Canada","institution_ids":["https://openalex.org/I151934421"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151934421"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21725993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"57","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987000226974487,"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":0.9977999925613403,"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/network-congestion","display_name":"Network congestion","score":0.8104352355003357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797539234161377},{"id":"https://openalex.org/keywords/bandwidth-throttling","display_name":"Bandwidth throttling","score":0.7130317091941833},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7040214538574219},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.6664261817932129},{"id":"https://openalex.org/keywords/explicit-congestion-notification","display_name":"Explicit Congestion Notification","score":0.648444414138794},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5667122602462769},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.5243759155273438},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5042709112167358},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.48215383291244507},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4449900984764099},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34933722019195557},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.2368544340133667},{"id":"https://openalex.org/keywords/slow-start","display_name":"Slow-start","score":0.170454740524292},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12787869572639465},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10054782032966614},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.07206904888153076}],"concepts":[{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.8104352355003357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797539234161377},{"id":"https://openalex.org/C173061102","wikidata":"https://www.wikidata.org/wiki/Q478819","display_name":"Bandwidth throttling","level":3,"score":0.7130317091941833},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7040214538574219},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.6664261817932129},{"id":"https://openalex.org/C61298376","wikidata":"https://www.wikidata.org/wiki/Q1760683","display_name":"Explicit Congestion Notification","level":5,"score":0.648444414138794},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5667122602462769},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.5243759155273438},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5042709112167358},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.48215383291244507},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4449900984764099},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34933722019195557},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.2368544340133667},{"id":"https://openalex.org/C15195413","wikidata":"https://www.wikidata.org/wiki/Q2835766","display_name":"Slow-start","level":4,"score":0.170454740524292},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12787869572639465},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10054782032966614},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.07206904888153076},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/blackseacom.2016.7901568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom.2016.7901568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:arcabc.ca:unbc_15598","is_oa":false,"landing_page_url":"https://arcabc.ca/islandora/object/unbc%3A15598","pdf_url":null,"source":{"id":"https://openalex.org/S4306400740","display_name":"Arca (British Columbia Electronic Library Network)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W8213497","https://openalex.org/W1522735768","https://openalex.org/W1558766412","https://openalex.org/W1596061788","https://openalex.org/W1659104847","https://openalex.org/W1781203180","https://openalex.org/W1901158388","https://openalex.org/W1976247485","https://openalex.org/W1997512952","https://openalex.org/W2006518659","https://openalex.org/W2017491463","https://openalex.org/W2054575785","https://openalex.org/W2062344939","https://openalex.org/W2067357795","https://openalex.org/W2139031929","https://openalex.org/W2158733823","https://openalex.org/W2169528473","https://openalex.org/W2170759401","https://openalex.org/W3161213569","https://openalex.org/W6637218722","https://openalex.org/W6666218995","https://openalex.org/W6667334167","https://openalex.org/W6680390344"],"related_works":["https://openalex.org/W1995941149","https://openalex.org/W220791649","https://openalex.org/W2385394490","https://openalex.org/W2136106766","https://openalex.org/W1542379831","https://openalex.org/W2592825886","https://openalex.org/W1523759443","https://openalex.org/W1561385631","https://openalex.org/W3047734136","https://openalex.org/W2071614110"],"abstract_inverted_index":{"Network":[0,38],"congestion":[1,15,27,52,91,132],"must":[2],"be":[3],"managed":[4],"to":[5,43,74,83],"increase":[6],"system":[7],"throughput":[8],"and":[9,22,66,106],"quality":[10],"of":[11,111],"service.":[12],"The":[13,109],"existing":[14,117],"control":[16,48],"approaches":[17],"such":[18],"as":[19,45,47,63],"source":[20],"throttling":[21],"rerouting":[23],"focus":[24],"on":[25],"controlling":[26],"after":[28],"it":[29,121],"has":[30,71],"already":[31],"occurred.":[32],"We":[33],"propose":[34],"a":[35,67],"multistep":[36],"Neural":[37],"Prediction-based":[39],"Routing":[40],"(NNPR)":[41],"protocol":[42,113],"predict":[44],"well":[46],"network":[49],"traffic":[50],"before":[51],"actually":[53],"happens.":[54],"A":[55],"distributed":[56],"real":[57],"time":[58,105],"transaction":[59],"processing":[60],"simulator":[61],"serves":[62],"the":[64],"test-bed":[65],"cloud-based":[68],"scoring":[69],"engine":[70],"been":[72],"used":[73],"obtain":[75],"results":[76],"in":[77],"real-time;":[78],"messages":[79],"are":[80,92],"then":[81],"rerouted":[82],"prevent":[84],"congestion.":[85],"Various":[86],"parameters":[87],"which":[88],"can":[89],"cause":[90],"studied.":[93],"These":[94],"include":[95],"bandwidth,":[96],"work":[97],"size,":[98],"latency,":[99],"max":[100],"active":[101],"transactions,":[102],"mean":[103],"arrival":[104],"update":[107],"percentage.":[108],"performance":[110,129],"proposed":[112],"is":[114,122],"compared":[115],"with":[116],"protocols.":[118],"Through":[119],"experimentation,":[120],"demonstrated":[123],"that":[124],"NNPR":[125],"consistently":[126],"provides":[127],"superior":[128],"for":[130],"all":[131],"loads.":[133]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}