{"id":"https://openalex.org/W2144931393","doi":"https://doi.org/10.1109/rttas.2003.1203053","title":"Feedback control with queueing-theoretic prediction for relative delay guarantees in web servers","display_name":"Feedback control with queueing-theoretic prediction for relative delay guarantees in web servers","publication_year":2004,"publication_date":"2004-06-22","ids":{"openalex":"https://openalex.org/W2144931393","doi":"https://doi.org/10.1109/rttas.2003.1203053","mag":"2144931393"},"language":"en","primary_location":{"id":"doi:10.1109/rttas.2003.1203053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rttas.2003.1203053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th IEEE Real-Time and Embedded Technology and Applications Symposium, 2003. Proceedings.","raw_type":"proceedings-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/A5100358936","display_name":"Ying L\u00fc","orcid":"https://orcid.org/0000-0002-4206-231X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ying Lu","raw_affiliation_strings":["Department of Computer Science, University of Virginia, USA","Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA#TAB#","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087114395","display_name":"Tarek Abdelzaher","orcid":"https://orcid.org/0000-0003-3883-7220"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Abdelzaher","raw_affiliation_strings":["Department of Computer Science, University of Virginia, USA","Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Virginia, USA","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA#TAB#","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034805517","display_name":"Chenyang Lu","orcid":"https://orcid.org/0000-0003-1709-6769"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenyang Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University, Saint Louis, USA","Washington University \u2013 St Louis"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University, Saint Louis, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Washington University \u2013 St Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067032971","display_name":"Lui Sha","orcid":"https://orcid.org/0000-0002-5578-0791"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lui Sha","raw_affiliation_strings":["Department of Computer Science, University of Illinois, USA","Information Trust Institute"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Information Trust Institute","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372152","display_name":"Xue Liu","orcid":"https://orcid.org/0000-0001-5252-3442"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xue Liu","raw_affiliation_strings":["Department of Computer Science, University of Illinois, USA","University of Illinois at Urbana Champaign"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100358936"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":13.4497,"has_fulltext":false,"cited_by_count":141,"citation_normalized_percentile":{"value":0.98847774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"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":0.998199999332428,"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8121412992477417},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.8060453534126282},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7535817623138428},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6466822624206543},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.6047791838645935},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.4997215270996094},{"id":"https://openalex.org/keywords/layered-queueing-network","display_name":"Layered queueing network","score":0.47373759746551514},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4349803924560547},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4169132709503174},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.40334397554397583},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3997146189212799},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1730024218559265},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1159822940826416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11360204219818115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121412992477417},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.8060453534126282},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7535817623138428},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6466822624206543},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.6047791838645935},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.4997215270996094},{"id":"https://openalex.org/C33891772","wikidata":"https://www.wikidata.org/wiki/Q6505536","display_name":"Layered queueing network","level":3,"score":0.47373759746551514},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4349803924560547},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4169132709503174},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.40334397554397583},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3997146189212799},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1730024218559265},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1159822940826416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11360204219818115},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/rttas.2003.1203053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rttas.2003.1203053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th IEEE Real-Time and Embedded Technology and Applications Symposium, 2003. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.112.714","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.112.714","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.mcgill.ca/~xueliu/publications/RTAS03_Queueing.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.2.9252","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.2.9252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.virginia.edu/~yl8c/paper/rtas03_lu_y.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.454.7721","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.454.7721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cse.unl.edu/~ylu/csce896/papers/ying-rtas03.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.76.7397","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.7397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.virginia.edu/papers/01203053.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.78.7492","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.78.7492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.virginia.edu/~zaher/ying-rtas03.ps","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":34,"referenced_works":["https://openalex.org/W1502954345","https://openalex.org/W1828896691","https://openalex.org/W1944204288","https://openalex.org/W2002016612","https://openalex.org/W2006733495","https://openalex.org/W2015284701","https://openalex.org/W2020142680","https://openalex.org/W2081461624","https://openalex.org/W2096441239","https://openalex.org/W2097388961","https://openalex.org/W2098289156","https://openalex.org/W2100404320","https://openalex.org/W2107332670","https://openalex.org/W2109943812","https://openalex.org/W2114940301","https://openalex.org/W2119809695","https://openalex.org/W2122173304","https://openalex.org/W2130167707","https://openalex.org/W2133985894","https://openalex.org/W2163064094","https://openalex.org/W2163887632","https://openalex.org/W2165155874","https://openalex.org/W2170231009","https://openalex.org/W2171076213","https://openalex.org/W3007863253","https://openalex.org/W4248415489","https://openalex.org/W4256474454","https://openalex.org/W4285719527","https://openalex.org/W6654157674","https://openalex.org/W6671014687","https://openalex.org/W6674534550","https://openalex.org/W6674962571","https://openalex.org/W6677019962","https://openalex.org/W6683882828"],"related_works":["https://openalex.org/W1968198031","https://openalex.org/W1701464461","https://openalex.org/W2168047232","https://openalex.org/W2121863833","https://openalex.org/W2137668347","https://openalex.org/W2299822401","https://openalex.org/W1977970311","https://openalex.org/W2149540948","https://openalex.org/W36834199","https://openalex.org/W2170282368"],"abstract_inverted_index":{"The":[0,58],"use":[1],"of":[2,32,39,65,75,93],"feedback":[3,40,102],"control":[4,41,103],"theory":[5,34],"for":[6],"performance":[7],"guarantees":[8,69],"in":[9,16,54,70,91],"QoS-aware":[10],"systems":[11,45],"has":[12],"gained":[13],"much":[14],"attention":[15],"recent":[17],"years.":[18],"In":[19],"this":[20,76],"paper,":[21],"we":[22],"investigate":[23],"merging,":[24],"within":[25],"a":[26,47],"single":[27],"framework,":[28],"the":[29,36,63,85,95],"predictive":[30],"power":[31,38],"queueing":[33,105],"with":[35,46],"reactive":[37],"to":[42,50,62,101],"produce":[43],"software":[44],"superior":[48],"ability":[49],"achieve":[51],"QoS":[52],"specifications":[53],"highly":[55],"unpredictable":[56],"environments.":[57],"approach":[59,77],"is":[60],"applied":[61],"problem":[64],"achieving":[66],"relative":[67,96],"delay":[68,97],"high-performance":[71],"servers.":[72],"Experimental":[73],"evaluation":[74],"on":[78,98],"an":[79],"Apache":[80],"web":[81],"server":[82],"shows":[83],"that":[84],"combined":[86],"schemes":[87],"perform":[88],"significantly":[89],"better":[90],"terms":[92],"keeping":[94],"target":[99],"compared":[100],"or":[104],"prediction":[106],"alone.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}