{"id":"https://openalex.org/W2054506507","doi":"https://doi.org/10.1145/1629087.1629089","title":"Automated anomaly detection and performance modeling of enterprise applications","display_name":"Automated anomaly detection and performance modeling of enterprise applications","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2054506507","doi":"https://doi.org/10.1145/1629087.1629089","mag":"2054506507"},"language":"en","primary_location":{"id":"doi:10.1145/1629087.1629089","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629087.1629089","pdf_url":null,"source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"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 Transactions on Computer Systems","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/A5016669578","display_name":"Ludmila Cherkasova","orcid":"https://orcid.org/0000-0002-9333-4901"},"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":"Ludmila Cherkasova","raw_affiliation_strings":["Hewlett-Packard Labs, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Labs, 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/A5029467716","display_name":"Kivanc Ozonat","orcid":"https://orcid.org/0000-0002-4842-6292"},"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":"Kivanc Ozonat","raw_affiliation_strings":["Hewlett-Packard Labs, Palo Alto, CA","Hewlett-Packard Laboratories, Palo Alto. Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Labs, 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/A5091825452","display_name":"Ningfang Mi","orcid":"https://orcid.org/0009-0005-0934-1287"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ningfang Mi","raw_affiliation_strings":["Northeastern University, Boston, MA","Northeastern University, Boston (MA)#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, Boston (MA)#TAB#","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022823510","display_name":"Julie Symons","orcid":null},"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":"Julie Symons","raw_affiliation_strings":["Hewlett-Packard, Cupertino, CA","Hewlett Packard, Cupertino, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard, Cupertino, CA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett Packard, Cupertino, CA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017102040","display_name":"Evgenia Smirni","orcid":"https://orcid.org/0000-0001-8754-581X"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]},{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evgenia Smirni","raw_affiliation_strings":["College of William and Mary, Williamsburg, VA",", College of William and Mary, Williamsburg, VA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of William and Mary, Williamsburg, VA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]},{"raw_affiliation_string":", College of William and Mary, Williamsburg, VA","institution_ids":["https://openalex.org/I16285277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3434,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.9579003,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"27","issue":"3","first_page":"1","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9936000108718872,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8161025643348694},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5859875679016113},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4891090989112854},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.45237693190574646},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.42562341690063477},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37423980236053467},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25184908509254456},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12282338738441467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8161025643348694},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5859875679016113},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4891090989112854},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.45237693190574646},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.42562341690063477},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37423980236053467},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25184908509254456},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12282338738441467}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1629087.1629089","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629087.1629089","pdf_url":null,"source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"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 Transactions on Computer Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.295.9677","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.295.9677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.hpl.hp.com/personal/Lucy_Cherkasova/papers/ace-tocs.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.3886","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.3886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.neu.edu/~ningfang/papers/a6-cherkasova.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7951550822","display_name":null,"funder_award_id":"CSR-0720699CCF-0811417","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"}],"funders":[{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W26873943","https://openalex.org/W1498041267","https://openalex.org/W1524673069","https://openalex.org/W1546842576","https://openalex.org/W1577443714","https://openalex.org/W1581005283","https://openalex.org/W1588337406","https://openalex.org/W2034562813","https://openalex.org/W2046183884","https://openalex.org/W2052328895","https://openalex.org/W2107002253","https://openalex.org/W2126106862","https://openalex.org/W2130235153","https://openalex.org/W2141591006","https://openalex.org/W2162832213","https://openalex.org/W2165202235","https://openalex.org/W2181886873","https://openalex.org/W2502759836","https://openalex.org/W4238860748","https://openalex.org/W4242430590","https://openalex.org/W4254234063","https://openalex.org/W4285719527","https://openalex.org/W4300025484"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2611067230","https://openalex.org/W2155788121","https://openalex.org/W4235469518","https://openalex.org/W2056316847","https://openalex.org/W2621101275","https://openalex.org/W3096156304","https://openalex.org/W4321791309"],"abstract_inverted_index":{"Automated":[0],"tools":[1],"for":[2,15,126,184],"understanding":[3],"application":[4,11,39,92,101,131,160,194],"behavior":[5,170],"and":[6,19,32,51,110,114,130,157,181,187,210,234],"its":[7,204],"changes":[8,99,192],"during":[9],"the":[10,68,73,119,155,172,200,229],"lifecycle":[12],"are":[13],"essential":[14,190],"many":[16],"performance":[17,23,74,84,102,112,161,191],"analysis":[18,188],"debugging":[20],"tasks.":[21],"Application":[22],"issues":[24],"have":[25],"an":[26,76,159],"immediate":[27],"impact":[28,117],"on":[29,97,118,137,213],"customer":[30],"experience":[31],"satisfaction.":[33],"A":[34],"sudden":[35],"slowdown":[36],"of":[37,45,70,75,90,139,154,168,171,189,199,231,238],"enterprise-wide":[38],"can":[40,53],"effect":[41],"a":[42,88,123,144,150,165,179],"large":[43],"population":[44],"customers,":[46],"lead":[47],"to":[48,107],"delayed":[49],"projects,":[50],"ultimately":[52],"result":[54],"in":[55,100,193,220,241],"company":[56],"financial":[57],"loss.":[58],"Significantly":[59],"shortened":[60],"time":[61],"between":[62],"new":[63],"software":[64],"releases":[65],"further":[66,227],"exacerbates":[67],"problem":[69],"thoroughly":[71],"evaluating":[72],"updated":[77],"application.":[78,173],"Our":[79],"thesis":[80],"is":[81,135,203,207,211,217],"that":[82,148,163,216],"online":[83],"modeling":[85],"should":[86,103],"be":[87],"part":[89],"routine":[91],"monitoring.":[93],"Early,":[94],"informative":[95],"warnings":[96],"significant":[98],"help":[104],"service":[105],"providers":[106],"timely":[108],"identify":[109],"prevent":[111],"problems":[113],"their":[115],"negative":[116],"service.":[120],"We":[121],"propose":[122],"novel":[124],"framework":[125,177],"automated":[127],"anomaly":[128,185],"detection":[129,186],"change":[132],"analysis.":[133],"It":[134,206],"based":[136,212],"integration":[138],"two":[140],"complementary":[141],"techniques:":[142],"(i)":[143],"regression-based":[145],"transaction":[146],"model":[147,153,167],"reflects":[149],"resource":[151,235],"consumption":[152],"application,":[156],"(ii)":[158],"signature":[162],"provides":[164,178],"compact":[166],"runtime":[169],"The":[174,224],"proposed":[175,201],"integrated":[176],"simple":[180],"powerful":[182],"solution":[183,226],"behavior.":[195],"An":[196],"additional":[197],"benefit":[198],"approach":[202],"simplicity:":[205],"not":[208],"intrusive":[209],"monitoring":[214],"data":[215],"typically":[218],"available":[219],"enterprise":[221],"production":[222],"environments.":[223,245],"introduced":[225],"enables":[228],"automation":[230],"capacity":[232],"planning":[233],"provisioning":[236],"tasks":[237],"multitier":[239],"applications":[240],"rapidly":[242],"evolving":[243],"IT":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":9}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
