{"id":"https://openalex.org/W2084245483","doi":"https://doi.org/10.1145/1496909.1496922","title":"What does control theory bring to systems research?","display_name":"What does control theory bring to systems research?","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2084245483","doi":"https://doi.org/10.1145/1496909.1496922","mag":"2084245483"},"language":"en","primary_location":{"id":"doi:10.1145/1496909.1496922","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1496909.1496922","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-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/A5038003715","display_name":"Xiaoyun Zhu","orcid":"https://orcid.org/0000-0002-3697-4224"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoyun Zhu","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101643026","display_name":"Mustafa Uysal","orcid":"https://orcid.org/0000-0002-7881-9046"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mustafa Uysal","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102959254","display_name":"Zhikui Wang","orcid":"https://orcid.org/0000-0001-8109-3787"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhikui Wang","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036229014","display_name":"Sharad Singhal","orcid":"https://orcid.org/0000-0002-3650-7570"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharad Singhal","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079770095","display_name":"Arif Merchant","orcid":"https://orcid.org/0000-0002-0913-1459"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arif Merchant","raw_affiliation_strings":["Hewlett-Packard Laboratories, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023512094","display_name":"Pradeep Padala","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pradeep Padala","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053541912","display_name":"Kang G. Shin","orcid":"https://orcid.org/0000-0003-0086-8777"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang Shin","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038003715"],"corresponding_institution_ids":["https://openalex.org/I1324840837"],"apc_list":null,"apc_paid":null,"fwci":30.2148,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.99546467,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"43","issue":"1","first_page":"62","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9994000196456909,"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/T10715","display_name":"Distributed and Parallel Computing Systems","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/T10772","display_name":"Distributed systems and fault tolerance","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8278622627258301},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6383138298988342},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.6014639139175415},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5831889510154724},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.44009560346603394},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.37666186690330505},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.33294764161109924},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19378888607025146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1380370855331421}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8278622627258301},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6383138298988342},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.6014639139175415},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5831889510154724},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.44009560346603394},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37666186690330505},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.33294764161109924},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19378888607025146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1380370855331421},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1496909.1496922","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1496909.1496922","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.884.9933","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.884.9933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Xiaoyun_Zhu/publication/220623949_What_does_control_theory_bring_to_systems_research/links/0912f50a9da99e1472000000.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W135750602","https://openalex.org/W161073879","https://openalex.org/W178056938","https://openalex.org/W1587663028","https://openalex.org/W1588998206","https://openalex.org/W1600629507","https://openalex.org/W1816321603","https://openalex.org/W1944204288","https://openalex.org/W1965324089","https://openalex.org/W2000738636","https://openalex.org/W2002016612","https://openalex.org/W2015244008","https://openalex.org/W2015284701","https://openalex.org/W2030810346","https://openalex.org/W2036745989","https://openalex.org/W2038337218","https://openalex.org/W2100461263","https://openalex.org/W2107533097","https://openalex.org/W2109480140","https://openalex.org/W2112806194","https://openalex.org/W2114940301","https://openalex.org/W2123797807","https://openalex.org/W2137240782","https://openalex.org/W2141485133","https://openalex.org/W2146411033","https://openalex.org/W2151531626","https://openalex.org/W2163012480","https://openalex.org/W2524503579","https://openalex.org/W2623785075","https://openalex.org/W3150160382","https://openalex.org/W4297744580","https://openalex.org/W6606403671","https://openalex.org/W6635035695","https://openalex.org/W6738947393"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2329452785","https://openalex.org/W2356380379","https://openalex.org/W2363925233","https://openalex.org/W2366284060","https://openalex.org/W1794016765","https://openalex.org/W2391464953","https://openalex.org/W2383262135","https://openalex.org/W2351138463","https://openalex.org/W2351072819"],"abstract_inverted_index":{"Feedback":[0],"mechanisms":[1],"can":[2],"help":[3],"today's":[4],"increasingly":[5],"complex":[6],"computer":[7],"systems":[8,82,96],"adapt":[9],"to":[10,27,62],"changes":[11],"in":[12,35,52,69],"workloads":[13],"or":[14],"operating":[15],"conditions.":[16],"Control":[17],"theory":[18,59],"offers":[19],"a":[20,78],"principled":[21],"way":[22],"for":[23,81],"designing":[24,92],"feedback":[25],"loops":[26],"deal":[28],"with":[29],"unpredictable":[30],"changes,":[31],"uncertainties,":[32],"and":[33,48,65,84,112],"disturbances":[34],"systems.":[36],"We":[37,72],"provide":[38],"an":[39],"overview":[40],"of":[41,50,77,91,109],"the":[42,53,74,106,114],"joint":[43],"research":[44],"at":[45],"HP":[46],"Labs":[47],"University":[49],"Michigan":[51],"past":[54],"few":[55],"years,":[56],"where":[57,97],"control":[58,95],"was":[60],"applied":[61],"automated":[63],"resource":[64,94],"service":[66],"level":[67],"management":[68],"data":[70],"centers.":[71],"highlight":[73],"key":[75],"benefits":[76],"control-theoretic":[79],"approach":[80,99],"research,":[83],"present":[85],"specific":[86],"examples":[87],"from":[88,117],"our":[89,118],"experience":[90],"adaptive":[93],"this":[98,110],"worked":[100],"well.":[101],"In":[102],"addition,":[103],"we":[104],"outline":[105],"main":[107],"limitations":[108],"approach,":[111],"discuss":[113],"lessons":[115],"learned":[116],"experience.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":14}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
