{"id":"https://openalex.org/W2154384045","doi":"https://doi.org/10.1109/sysose.2011.5966610","title":"Prediction of cloud data center networks loads using stochastic and neural models","display_name":"Prediction of cloud data center networks loads using stochastic and neural models","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2154384045","doi":"https://doi.org/10.1109/sysose.2011.5966610","mag":"2154384045"},"language":"en","primary_location":{"id":"doi:10.1109/sysose.2011.5966610","doi":"https://doi.org/10.1109/sysose.2011.5966610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sysose.2011.5966610","pdf_url":null,"source":{"id":"https://openalex.org/S4306419862","display_name":"International Conference on System of Systems Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 6th International Conference on System of Systems Engineering","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5090986184","display_name":"John Jeffery Prevost","orcid":"https://orcid.org/0000-0002-2303-599X","observed_orcids":["https://orcid.org/0000-0002-2303-599X"]},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John J. Prevost","raw_affiliation_strings":["Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086973857","display_name":"Kranthimanoj Nagothu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"KranthiManoj Nagothu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024204464","display_name":"Brian Kelley","orcid":"https://orcid.org/0000-0001-5698-1571","observed_orcids":["https://orcid.org/0000-0001-5698-1571"]},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Kelley","raw_affiliation_strings":["Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113537394","display_name":"Mo M. Jamshidi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mo Jamshidi","raw_affiliation_strings":["Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Texas, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":5.8473,"has_fulltext":false,"cited_by_count":169,"citation_normalized_percentile":{"value":0.96978409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14098","display_name":"Energy Efficiency in Computing","score":0.007600000128149986,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.001500000013038516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-data-centers","display_name":"cloud data centers","score":0.6620000004768372},{"id":"https://openalex.org/keywords/load-demand-prediction","display_name":"load demand prediction","score":0.8270000219345093},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7889999747276306},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"energy consumption","score":0.6790000200271606},{"id":"https://openalex.org/keywords/cloud-resource-allocation","display_name":"cloud resource allocation","score":0.9649999737739563},{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.4970000088214874}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8753235340118408},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.8233417272567749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7873459458351135},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5737308859825134},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4329531192779541},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4222601056098938},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4138905107975006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39652565121650696},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3634079098701477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.230818510055542},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17254853248596191},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1269317865371704},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08003309369087219}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sysose.2011.5966610","doi":"https://doi.org/10.1109/sysose.2011.5966610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sysose.2011.5966610","pdf_url":null,"source":{"id":"https://openalex.org/S4306419862","display_name":"International Conference on System of Systems Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 6th International Conference on System of Systems Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2002011878","https://openalex.org/W2020142038","https://openalex.org/W2029027380","https://openalex.org/W2045350099","https://openalex.org/W2053784242","https://openalex.org/W2058632077","https://openalex.org/W2064359039","https://openalex.org/W2117812871","https://openalex.org/W2124776405","https://openalex.org/W2159100150","https://openalex.org/W2542907822","https://openalex.org/W4243408464"],"related_works":["https://openalex.org/W2212174923","https://openalex.org/W4312433550","https://openalex.org/W4401388778","https://openalex.org/W241173960","https://openalex.org/W2039935310","https://openalex.org/W2978137756","https://openalex.org/W2043634597","https://openalex.org/W4403045838","https://openalex.org/W2024083224","https://openalex.org/W3110868699"],"abstract_inverted_index":{"The":[0],"increasing":[1],"demand":[2,35],"for":[3],"cloud":[4,51,79],"computing":[5],"resources":[6],"has":[7],"led":[8],"to":[9,49,75],"a":[10,30],"commensurate":[11],"increase":[12],"in":[13,78],"the":[14,19,23,65,86],"operating":[15],"power":[16],"consumption":[17],"of":[18,67,88,94],"systems":[20],"that":[21,44],"comprise":[22],"cloud.":[24],"In":[25,83],"this":[26,84],"paper,":[27,85],"we":[28],"introduce":[29],"novel":[31],"framework":[32],"combining":[33],"load":[34],"prediction":[36,73],"and":[37,70],"stochastic":[38],"state":[39],"transition":[40],"models.":[41],"We":[42,63],"claim":[43],"our":[45,89],"model":[46],"will":[47],"lead":[48],"optimal":[50],"resource":[52],"allocation":[53],"by":[54],"minimizing":[55],"energy":[56],"consumed":[57],"while":[58],"maintaining":[59],"required":[60],"performance":[61,87],"levels.":[62],"characterize":[64],"ability":[66],"neural":[68],"network":[69],"auto-regressive":[71],"linear":[72],"algorithms":[74],"forecast":[76],"loads":[77],"data":[80,95],"center":[81],"applications.":[82],"models":[90],"against":[91],"two":[92],"sets":[93],"at":[96],"multiple":[97],"look-ahead":[98],"times":[99],"is":[100],"also":[101],"presented.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}