{"id":"https://openalex.org/W2143216064","doi":"https://doi.org/10.1109/mascots.2010.10","title":"EntomoModel: Understanding and Avoiding Performance Anomaly Manifestations","display_name":"EntomoModel: Understanding and Avoiding Performance Anomaly Manifestations","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2143216064","doi":"https://doi.org/10.1109/mascots.2010.10","mag":"2143216064"},"language":"en","primary_location":{"id":"doi:10.1109/mascots.2010.10","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mascots.2010.10","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems","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/A5010966641","display_name":"Christopher Stewart","orcid":"https://orcid.org/0000-0002-2860-7889"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Stewart","raw_affiliation_strings":["Ohio State Uinversity, USA","Ohio State University; Columbus OH USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ohio State Uinversity, USA","institution_ids":[]},{"raw_affiliation_string":"Ohio State University; Columbus OH USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101432507","display_name":"Kai Shen","orcid":"https://orcid.org/0000-0002-3764-6775"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Shen","raw_affiliation_strings":["University of Rochester, USA","Univ of Rochester, Rochester, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rochester, USA","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Univ of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102744844","display_name":"Arun Iyengar","orcid":"https://orcid.org/0000-0003-4679-1920"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Iyengar","raw_affiliation_strings":["IBM Watson Research Center, Colombia","IBM, ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Watson Research Center, Colombia","institution_ids":[]},{"raw_affiliation_string":"IBM, ,","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102195798","display_name":"Jian Yin","orcid":"https://orcid.org/0009-0000-8511-4784"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Yin","raw_affiliation_strings":["Pacific Northwest National Laboratory, USA","Pacific Northwest National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratory","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.348,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.89683279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9972000122070312,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962000250816345,"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":0.7742542028427124},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7605627775192261},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7124070525169373},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6868354678153992},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6191917657852173},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5393263101577759},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.509985089302063},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4855060577392578},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47802814841270447},{"id":"https://openalex.org/keywords/service-level","display_name":"Service level","score":0.47269299626350403},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4469882845878601},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.43028199672698975},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4192090630531311},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3516036570072174},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26474636793136597},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1236518919467926},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07601127028465271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7742542028427124},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7605627775192261},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7124070525169373},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6868354678153992},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6191917657852173},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5393263101577759},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.509985089302063},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4855060577392578},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47802814841270447},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.47269299626350403},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4469882845878601},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.43028199672698975},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4192090630531311},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3516036570072174},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26474636793136597},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1236518919467926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07601127028465271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mascots.2010.10","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mascots.2010.10","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.180.4550","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.4550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rochester.edu/%7Ekshen/papers/mascots2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1504930038","https://openalex.org/W1531513045","https://openalex.org/W1904710828","https://openalex.org/W1992254553","https://openalex.org/W1995187905","https://openalex.org/W2013647416","https://openalex.org/W2029155094","https://openalex.org/W2046183884","https://openalex.org/W2070041476","https://openalex.org/W2103038197","https://openalex.org/W2105284028","https://openalex.org/W2107002253","https://openalex.org/W2121598006","https://openalex.org/W2125942808","https://openalex.org/W2137240782","https://openalex.org/W2139878103","https://openalex.org/W2149706766","https://openalex.org/W2157576843","https://openalex.org/W2163012480","https://openalex.org/W4236137412","https://openalex.org/W4253521948","https://openalex.org/W6630463779","https://openalex.org/W6639951305","https://openalex.org/W6649219916"],"related_works":["https://openalex.org/W2534224494","https://openalex.org/W2102496746","https://openalex.org/W2003799830","https://openalex.org/W2360147445","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2751669577","https://openalex.org/W2022931285","https://openalex.org/W1589966275"],"abstract_inverted_index":{"Subtle":[0],"implementation":[1],"errors":[2],"or":[3,36,155],"mis-configurations":[4],"in":[5,91,94,192],"complex":[6],"Internet":[7,49],"services":[8],"may":[9],"lead":[10],"to":[11,71,117,167],"performance":[12,19,104,115],"degradations":[13],"without":[14],"causing":[15,26],"failures.":[16],"These":[17],"undiscovered":[18],"anomalies":[20],"afflict":[21],"many":[22],"of":[23,28,188],"today's":[24],"systems,":[25],"violations":[27,163],"service-level":[29],"agreements":[30],"(SLAs),":[31],"unnecessary":[32],"resource":[33,180],"over":[34],"provisioning,":[35],"both.":[37],"In":[38,173],"this":[39],"paper,":[40],"we":[41],"re-inserted":[42],"realistic":[43],"anomaly":[44,87,105,137,169],"causes":[45,88],"into":[46],"a":[47,100,113,174],"multi-tier":[48],"service":[50],"architecture":[51],"and":[52,64,112,121],"studied":[53],"their":[54],"manifestations.":[55,106],"We":[56],"observed":[57],"that":[58,67,75,135,149],"each":[59],"cause":[60],"had":[61],"certain":[62],"workload":[63,120],"management":[65,122,134,143],"parameters":[66,77],"were":[68],"more":[69],"likely":[70],"trigger":[72],"manifestations,":[73],"hinting":[74],"such":[76],"could":[78],"be":[79],"effective":[80],"classifiers.":[81],"This":[82],"observation":[83],"held":[84],"even":[85],"when":[86],"manifested":[89],"differently":[90],"combination":[92],"than":[93,186],"isolation.":[95],"Our":[96,145],"study":[97],"motivates":[98],"EntomoModel,":[99,154],"framework":[101],"for":[102],"depicting":[103],"EntomoModel":[107,130],"uses":[108,184],"decision":[109],"tree":[110],"classification":[111],"design-driven":[114],"model":[116],"characterize":[118],"the":[119,189],"policy":[123],"settings":[124],"under":[125],"which":[126],"manifestations":[127,138],"are":[128],"likely.":[129],"enables":[131],"online":[132],"system":[133,142],"avoids":[136],"by":[139,164],"dynamically":[140],"adjusting":[141],"parameters.":[144],"trace-driven":[146],"evaluations":[147],"show":[148],"manifestation":[150],"avoidance":[151],"based":[152],"on":[153],"entomophobic":[156],"management,":[157],"can":[158],"reduce":[159],"98th":[160],"percentile":[161],"SLA":[162],"67%":[165],"compared":[166],"an":[168],"oblivious":[170],"adaptive":[171],"approach.":[172],"cloud":[175],"computing":[176],"scenario":[177],"with":[178],"elastic":[179],"allocation,":[181],"our":[182],"approach":[183],"less":[185],"half":[187],"resources":[190],"needed":[191],"static":[193],"over-provisioning.":[194]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}