{"id":"https://openalex.org/W2324056169","doi":"https://doi.org/10.1147/jrd.2015.2511811","title":"Automated system change discovery and management in the cloud","display_name":"Automated system change discovery and management in the cloud","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2324056169","doi":"https://doi.org/10.1147/jrd.2015.2511811","mag":"2324056169"},"language":"en","primary_location":{"id":"doi:10.1147/jrd.2015.2511811","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2015.2511811","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","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/A5030169492","display_name":"Huai Chen","orcid":"https://orcid.org/0000-0001-7650-289X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"H. Chen","raw_affiliation_strings":["ECE Department, Boston University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112805615","display_name":"A Turk","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Turk","raw_affiliation_strings":["ECE Department, Boston University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043081928","display_name":"Sastry Duri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. S. Duri","raw_affiliation_strings":["IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056125170","display_name":"Canturk Isci","orcid":"https://orcid.org/0000-0001-5249-7272"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Isci","raw_affiliation_strings":["IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064676631","display_name":"Ayse K. Coskun","orcid":"https://orcid.org/0000-0002-6554-088X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. K. Coskun","raw_affiliation_strings":["ECE Department, Boston University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030169492"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":null,"apc_paid":null,"fwci":0.8686,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76074701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"60","issue":"2-3","first_page":"2:1","last_page":"2:10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9955000281333923,"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":0.9955000281333923,"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":0.9941999912261963,"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":0.9918000102043152,"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/cloud-computing","display_name":"Cloud computing","score":0.8380758762359619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7896914482116699},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6907284259796143},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6435526609420776},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5633265972137451},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5100625157356262},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.42412757873535156},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.42085641622543335},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3506242036819458},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10265064239501953}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8380758762359619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896914482116699},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6907284259796143},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6435526609420776},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5633265972137451},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5100625157356262},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.42412757873535156},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.42085641622543335},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3506242036819458},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10265064239501953},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1147/jrd.2015.2511811","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2015.2511811","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W601070381","https://openalex.org/W1614298861","https://openalex.org/W1973948212","https://openalex.org/W2014606022","https://openalex.org/W2023116651","https://openalex.org/W2049980558","https://openalex.org/W2052544413","https://openalex.org/W2086467439","https://openalex.org/W2109943925","https://openalex.org/W2120844620","https://openalex.org/W2122111042","https://openalex.org/W2130136915","https://openalex.org/W2141041105","https://openalex.org/W2148082729","https://openalex.org/W2148724520","https://openalex.org/W2153579005","https://openalex.org/W2159761515","https://openalex.org/W2221447368","https://openalex.org/W2797302139","https://openalex.org/W2911964244","https://openalex.org/W2950577311","https://openalex.org/W4239510810","https://openalex.org/W4294170691","https://openalex.org/W6636510571","https://openalex.org/W6682691769","https://openalex.org/W6683343296","https://openalex.org/W6688574656"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W2501188010","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340"],"abstract_inverted_index":{"Emerging":[0],"cloud":[1,27,65,101,184],"service":[2,28],"platforms":[3],"are":[4,22,30,86,162],"hosting":[5],"hundreds":[6],"of":[7,9,14,43,97,108,152],"thousands":[8],"virtual":[10],"machine":[11,73,147],"instances,":[12],"each":[13],"which":[15],"evolves":[16],"differently":[17],"from":[18,122,164],"the":[19,100,123,129,153],"time":[20],"they":[21],"provisioned.":[23],"As":[24],"a":[25,40,55,105],"result,":[26],"operators":[29],"facing":[31],"great":[32],"challenges":[33],"in":[34,54,89,182],"continuously":[35],"managing,":[36],"monitoring,":[37],"and":[38,47,51,79,91,156,174,180],"maintaining":[39],"large":[41],"number":[42],"diversely":[44],"evolving":[45],"systems,":[46],"discovering":[48],"potential":[49],"resilience":[50],"vulnerability":[52],"issues":[53],"timely":[56],"manner.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,84],"introduce":[62,85],"an":[63,135],"automated":[64],"analytics":[66],"solution":[67],"that":[68,161,169],"is":[69,104,172],"based":[70],"on":[71],"using":[72,139],"learning":[74,148],"for":[75,176],"system":[76,125,130,177],"change":[77,178],"discovery":[78,155,179],"management.":[80],"The":[81],"learning-based":[82],"approaches":[83],"widely":[87],"used":[88],"multimedia":[90],"web":[92],"content":[93],"analysis,":[94],"but":[95],"application":[96],"these":[98],"to":[99,118],"management":[102,181],"context":[103],"novel":[106],"aspect":[107],"our":[109,170],"work.":[110],"We":[111,132,144],"first":[112],"propose":[113],"multiple":[114],"feature":[115],"extraction":[116],"methods":[117],"generate":[119],"condensed":[120],"\u201cfingerprints\u201d":[121],"comprehensive":[124],"metadata":[126],"recorded":[127],"during":[128],"changes.":[131],"then":[133],"build":[134],"adaptive":[136],"knowledge":[137],"base":[138],"all":[140],"known":[141],"fingerprint":[142],"samples.":[143],"evaluate":[145],"different":[146],"algorithms":[149],"as":[150],"part":[151],"proposed":[154],"identification":[157],"framework.":[158],"Experimental":[159],"results":[160],"gathered":[163],"several":[165],"real-life":[166],"systems":[167],"demonstrate":[168],"approach":[171],"fast":[173],"accurate":[175],"emerging":[183],"services.":[185]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}