{"id":"https://openalex.org/W2599931663","doi":"https://doi.org/10.1109/istel.2016.7881877","title":"QRTP:QoS-aware resource reallocation based on traffic prediction in software defined cloud networks","display_name":"QRTP:QoS-aware resource reallocation based on traffic prediction in software defined cloud networks","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2599931663","doi":"https://doi.org/10.1109/istel.2016.7881877","mag":"2599931663"},"language":"en","primary_location":{"id":"doi:10.1109/istel.2016.7881877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2016.7881877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Symposium on Telecommunications (IST)","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/A5021544574","display_name":"Mohammad Mahdi Tajiki","orcid":"https://orcid.org/0000-0002-7614-9528"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Mahdi Tajiki","raw_affiliation_strings":["Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062167325","display_name":"Behzad Akbari","orcid":"https://orcid.org/0000-0002-0077-9611"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Behzad Akbari","raw_affiliation_strings":["Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090238254","display_name":"Nader Mokari","orcid":"https://orcid.org/0000-0001-5364-8888"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nader Mokari","raw_affiliation_strings":["Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"527","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10714","display_name":"Software-Defined Networks and 5G","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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8156478404998779},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6542659401893616},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6454329490661621},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6202620267868042},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5454687476158142},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5368934273719788},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.5133270621299744},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.5067179799079895},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49101924896240234},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47279709577560425},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45127737522125244},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42313212156295776},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.41889142990112305},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4161808490753174},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3756738305091858},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22435784339904785},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10975807905197144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8156478404998779},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6542659401893616},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6454329490661621},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6202620267868042},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5454687476158142},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5368934273719788},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.5133270621299744},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.5067179799079895},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49101924896240234},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47279709577560425},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45127737522125244},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42313212156295776},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.41889142990112305},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4161808490753174},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3756738305091858},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22435784339904785},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10975807905197144},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/istel.2016.7881877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2016.7881877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Symposium on Telecommunications (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1034630047","https://openalex.org/W1594104317","https://openalex.org/W2034483650","https://openalex.org/W2036840538","https://openalex.org/W2064965253","https://openalex.org/W2072675785","https://openalex.org/W2073885534","https://openalex.org/W2076185696","https://openalex.org/W2077820190","https://openalex.org/W2137979229","https://openalex.org/W2182961282","https://openalex.org/W2186636773","https://openalex.org/W2484994540","https://openalex.org/W2527552495","https://openalex.org/W2539074066","https://openalex.org/W2551680960","https://openalex.org/W4285719527","https://openalex.org/W7028310003"],"related_works":["https://openalex.org/W2323516465","https://openalex.org/W4220837700","https://openalex.org/W4238615239","https://openalex.org/W4379116402","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W2170179501","https://openalex.org/W1998565590","https://openalex.org/W1939996075","https://openalex.org/W2118113972"],"abstract_inverted_index":{"The":[0,111,213],"complexity":[1],"of":[2,32,71,165,182,224,235],"network":[3,30,91],"routing":[4,35],"infrastructures":[5],"is":[6,22,55,115,170,176,220,238],"increased":[7],"dramatically.":[8],"To":[9,129],"tackle":[10],"this":[11,65,94,131,173],"issue,":[12],"a":[13,221],"promising":[14],"state-of-the-art":[15],"paradigm":[16],"called":[17],"software":[18,104],"defined":[19,105],"networking":[20],"(SDN)":[21],"introduced.":[23],"Due":[24],"to":[25,80,116,123,240],"the":[26,29,41,50,78,83,90,99,118,147,152,163,180,193,207,232,241],"differences":[27],"in":[28,40,103,179,201,227],"requirements":[31],"applications,":[33],"QoS-aware":[34,100],"plays":[36],"an":[37,69],"important":[38],"role":[39],"networks.":[42],"Recent":[43],"proposed":[44,154,186],"resource":[45,101,168],"allocation":[46,102,169],"algorithms":[47],"focus":[48],"on":[49,167],"current":[51],"traffic":[52,109,190],"matrix":[53,73],"which":[54,74,188],"not":[56],"applicable":[57],"for":[58],"dynamic":[59],"networks":[60,107],"(e.g.,":[61],"over-the-top":[62],"services).":[63],"In":[64,93,146,172],"paper,":[66],"we":[67,96,149],"exploit":[68],"estimation":[70],"flow":[72,127],"gives":[75],"our":[76,185],"scheme":[77,187],"ability":[79],"sufficiently":[81],"reduce":[82],"total":[84,194,208],"packet":[85,195],"loss":[86],"and":[87,126,141,158],"simultaneously":[88],"rises":[89],"throughput.":[92],"way,":[95,174],"mathematically":[97],"formulate":[98],"cloud":[106],"using":[108],"prediction.":[110],"corresponding":[112],"optimization":[113,132,159,233],"problem":[114],"minimize":[117],"maximum":[119],"link":[120],"utilization":[121],"subject":[122],"delay,":[124],"bandwidth,":[125],"conservations.":[128],"solve":[130],"problem,":[133],"two":[134,153],"schemes":[135,155],"are":[136],"proposed:":[137],"1)":[138],"exact":[139],"solution":[140,219,226],"2)":[142],"fast":[143],"suboptimal":[144],"one.":[145,243],"simulation,":[148],"first":[150],"compare":[151,202],"from":[156],"accuracy":[157],"time":[160,234],"perspective.":[161],"Moreover,":[162,206],"impact":[164],"prediction":[166],"discussed.":[171],"it":[175],"shown":[177],"that":[178,217],"existence":[181],"burst":[183],"traffic,":[184],"exploits":[189],"estimation,":[191],"decreases":[192],"loss,":[196],"more":[197],"than":[198],"20":[199],"percent":[200],"with":[203],"conventional":[204],"approaches.":[205],"throughput":[209],"increases":[210],"30":[211],"percent.":[212],"experimental":[214],"results":[215],"show":[216],"relaxed":[218],"good":[222],"approximation":[223],"optimal":[225],"all":[228],"test":[229],"cases":[230],"while":[231],"approximate":[236],"algorithm":[237],"superior":[239],"original":[242]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}