{"id":"https://openalex.org/W2168711745","doi":"https://doi.org/10.1109/inm.2011.5990558","title":"Leveraging social network for predicting demand and estimating available resources for communication network management","display_name":"Leveraging social network for predicting demand and estimating available resources for communication network management","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W2168711745","doi":"https://doi.org/10.1109/inm.2011.5990558","mag":"2168711745"},"language":"en","primary_location":{"id":"doi:10.1109/inm.2011.5990558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2011.5990558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops","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/A5110277651","display_name":"Akshay Vashist","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akshay Vashist","raw_affiliation_strings":["Applied Research, Te1cordia Technologies, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Research, Te1cordia Technologies, Piscataway, NJ, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085350420","display_name":"Siun-Chuon Mau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siun-Chuon Mau","raw_affiliation_strings":["Applied Research, Te1cordia Technologies, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Research, Te1cordia Technologies, Piscataway, NJ, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044186254","display_name":"Alexander Poylisher","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander Poylisher","raw_affiliation_strings":["Applied Research, Te1cordia Technologies, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Research, Te1cordia Technologies, Piscataway, NJ, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103911831","display_name":"Ritu Chadha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ritu Chadha","raw_affiliation_strings":["Applied Research, Te1cordia Technologies, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Research, Te1cordia Technologies, Piscataway, NJ, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109224190","display_name":"Abhrajit Ghosh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhrajit Ghosh","raw_affiliation_strings":["Applied Research, Te1cordia Technologies, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Research, Te1cordia Technologies, Piscataway, NJ, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"547","last_page":"554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9976000189781189,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7789325714111328},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.7428585886955261},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6128005981445312},{"id":"https://openalex.org/keywords/network-management-station","display_name":"Network management station","score":0.60007643699646},{"id":"https://openalex.org/keywords/network-simulation","display_name":"Network simulation","score":0.5128338932991028},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.47738903760910034},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.44347119331359863},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44032588601112366},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4155678451061249},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4021543264389038},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.2764800786972046},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.17781424522399902},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.11543723940849304},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10356360673904419}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7789325714111328},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.7428585886955261},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6128005981445312},{"id":"https://openalex.org/C16986412","wikidata":"https://www.wikidata.org/wiki/Q918419","display_name":"Network management station","level":3,"score":0.60007643699646},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.5128338932991028},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.47738903760910034},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.44347119331359863},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44032588601112366},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4155678451061249},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4021543264389038},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2764800786972046},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.17781424522399902},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.11543723940849304},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10356360673904419}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inm.2011.5990558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2011.5990558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W236654055","https://openalex.org/W1511561428","https://openalex.org/W1514933852","https://openalex.org/W1519068578","https://openalex.org/W1553299726","https://openalex.org/W1561765448","https://openalex.org/W1571894236","https://openalex.org/W1574680237","https://openalex.org/W1986189957","https://openalex.org/W2001795831","https://openalex.org/W2010587522","https://openalex.org/W2036144760","https://openalex.org/W2043515895","https://openalex.org/W2052817472","https://openalex.org/W2067562626","https://openalex.org/W2090530117","https://openalex.org/W2091770145","https://openalex.org/W2093044809","https://openalex.org/W2095309786","https://openalex.org/W2102347086","https://openalex.org/W2108131398","https://openalex.org/W2112263843","https://openalex.org/W2112380340","https://openalex.org/W2112758901","https://openalex.org/W2112842410","https://openalex.org/W2116199452","https://openalex.org/W2118315375","https://openalex.org/W2120351443","https://openalex.org/W2128796442","https://openalex.org/W2132529314","https://openalex.org/W2156909104","https://openalex.org/W2163074248","https://openalex.org/W2163565319","https://openalex.org/W2164885530","https://openalex.org/W2170851227","https://openalex.org/W2243234629","https://openalex.org/W2491992267","https://openalex.org/W4388395091","https://openalex.org/W6633629561","https://openalex.org/W6634442558","https://openalex.org/W6676639149","https://openalex.org/W6679436032","https://openalex.org/W6683788084","https://openalex.org/W6983754759"],"related_works":["https://openalex.org/W2374774854","https://openalex.org/W1979528400","https://openalex.org/W2347295639","https://openalex.org/W224643466","https://openalex.org/W3183170394","https://openalex.org/W2140139251","https://openalex.org/W4386127589","https://openalex.org/W2002783173","https://openalex.org/W4285188797","https://openalex.org/W3161330518"],"abstract_inverted_index":{"Computer":[0],"networks":[1,15,48],"exist":[2],"to":[3,39,58,63,67,93,112,152,167,172],"provide":[4],"a":[5,90,108,168],"communication":[6,21],"medium":[7],"for":[8,78,123],"social":[9,14,32,145],"networks,":[10],"and":[11,42,61,87,131,139,171,176],"information":[12,30,141],"from":[13,31,142],"can":[16,160],"help":[17],"in":[18],"estimating":[19],"their":[20,40],"needs.":[22],"Despite":[23],"this,":[24],"current":[25],"network":[26,74,85,95,122,135,166,198],"management":[27,195],"ignores":[28],"the":[29,35,65,73,99,105,121,143,154,165,174,202],"networks.":[33],"On":[34],"other":[36],"hand,":[37],"due":[38],"limited":[41],"fluctuating":[43],"bandwidth,":[44],"mobile":[45],"ad":[46],"hoc":[47],"are":[49],"inherently":[50],"resource-constrained.":[51],"As":[52],"traffic":[53,66,102,136,157,181],"load":[54,158],"increases,":[55],"we":[56],"need":[57],"decide":[59],"when":[60,186],"how":[62],"throttle":[64],"maximize":[68],"user":[69,138,205],"satisfaction":[70],"while":[71,200],"keeping":[72],"operational.":[75],"The":[76],"state-of-the-art":[77],"making":[79],"these":[80],"decisions":[81],"is":[82,111],"based":[83],"on":[84],"measurements":[86],"so":[88],"employs":[89],"reactive":[91],"approach":[92,110],"deteriorating":[94],"state":[96],"by":[97,118],"reducing":[98],"amount":[100,155],"of":[101,127,156,178,196,204],"admitted":[103,162],"into":[104,188],"network.":[106,146],"However,":[107],"better":[109,194],"avoid":[113],"congestion":[114],"before":[115],"it":[116],"occurs,":[117],"(a)":[119],"monitoring":[120],"early":[124],"onset":[125],"signals":[126],"congestive":[128,169],"phase":[129,170],"transition,":[130],"(b)":[132],"predicting":[133],"future":[134,180],"using":[137],"application":[140],"overlaying":[144],"We":[147],"use":[148],"machine":[149],"learning":[150],"methods":[151],"predict":[153,173],"that":[159],"be":[161],"without":[163],"transitioning":[164],"source":[175],"destination":[177],"near":[179],"load.":[182],"These":[183],"two":[184],"predictions":[185],"fed":[187],"an":[189],"admission":[190],"control":[191],"component":[192],"ensure":[193],"constrained":[197],"resources":[199],"maximizing":[201],"quality":[203],"experience.":[206]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}