{"id":"https://openalex.org/W4404952965","doi":"https://doi.org/10.1109/issrew63542.2024.00052","title":"On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA","display_name":"On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4404952965","doi":"https://doi.org/10.1109/issrew63542.2024.00052"},"language":"en","primary_location":{"id":"doi:10.1109/issrew63542.2024.00052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issrew63542.2024.00052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://elib.dlr.de/211383/1/2024_ISSRE__Context_based_RCA.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000654668","display_name":"Neetha Jambigi","orcid":null},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Neetha Jambigi","raw_affiliation_strings":["University of Cologne,Cologne,Germany"],"affiliations":[{"raw_affiliation_string":"University of Cologne,Cologne,Germany","institution_ids":["https://openalex.org/I180923762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088750471","display_name":"Joshua Hammesfahr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joshua Hammesfahr","raw_affiliation_strings":["SAP,Walldorf,Germany"],"affiliations":[{"raw_affiliation_string":"SAP,Walldorf,Germany","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114971371","display_name":"Moritz Mueller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Mueller","raw_affiliation_strings":["SAP,Walldorf,Germany"],"affiliations":[{"raw_affiliation_string":"SAP,Walldorf,Germany","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026267087","display_name":"Thomas Bach","orcid":"https://orcid.org/0000-0002-9993-2814"},"institutions":[{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Bach","raw_affiliation_strings":["SAP,Walldorf,Germany"],"affiliations":[{"raw_affiliation_string":"SAP,Walldorf,Germany","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055476405","display_name":"Michael Felderer","orcid":"https://orcid.org/0000-0003-3818-4442"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]},{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Felderer","raw_affiliation_strings":["University of Cologne,German Aerospace Center,Cologne,Germany"],"affiliations":[{"raw_affiliation_string":"University of Cologne,German Aerospace Center,Cologne,Germany","institution_ids":["https://openalex.org/I2898391981","https://openalex.org/I180923762"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000654668"],"corresponding_institution_ids":["https://openalex.org/I180923762"],"apc_list":null,"apc_paid":null,"fwci":0.3656,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64875988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.988099992275238,"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":0.988099992275238,"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":0.9822999835014343,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9821000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8176308870315552},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.79929119348526},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.7166210412979126},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.6479024291038513},{"id":"https://openalex.org/keywords/sql-server","display_name":"Sql server","score":0.49857473373413086},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.44299745559692383},{"id":"https://openalex.org/keywords/autocommit","display_name":"Autocommit","score":0.4198361039161682},{"id":"https://openalex.org/keywords/query-by-example","display_name":"Query by Example","score":0.2973647713661194},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.26266467571258545},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.159258633852005},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.09038805961608887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07684975862503052},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.04777705669403076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8176308870315552},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.79929119348526},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.7166210412979126},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.6479024291038513},{"id":"https://openalex.org/C2984286706","wikidata":"https://www.wikidata.org/wiki/Q400708","display_name":"Sql server","level":2,"score":0.49857473373413086},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.44299745559692383},{"id":"https://openalex.org/C33882796","wikidata":"https://www.wikidata.org/wiki/Q4826222","display_name":"Autocommit","level":5,"score":0.4198361039161682},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.2973647713661194},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.26266467571258545},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.159258633852005},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.09038805961608887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07684975862503052},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.04777705669403076},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/issrew63542.2024.00052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issrew63542.2024.00052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW)","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:211383","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ISSREW63542.2024.00052>.","pdf_url":"https://elib.dlr.de/211383/1/2024_ISSRE__Context_based_RCA.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:elib.dlr.de:211383","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ISSREW63542.2024.00052>.","pdf_url":"https://elib.dlr.de/211383/1/2024_ISSRE__Context_based_RCA.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404952965.pdf","grobid_xml":"https://content.openalex.org/works/W4404952965.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1493790738","https://openalex.org/W1500435738","https://openalex.org/W1969877208","https://openalex.org/W2112081648","https://openalex.org/W2396727930","https://openalex.org/W2432403016","https://openalex.org/W2493916176","https://openalex.org/W2989571657","https://openalex.org/W3216895209","https://openalex.org/W4282556349","https://openalex.org/W4309236564","https://openalex.org/W4309940971","https://openalex.org/W4387848745","https://openalex.org/W6679775712","https://openalex.org/W6748256283","https://openalex.org/W6809646742","https://openalex.org/W6850625674","https://openalex.org/W6851775633","https://openalex.org/W6862396702"],"related_works":["https://openalex.org/W2614112517","https://openalex.org/W23253958","https://openalex.org/W2211926852","https://openalex.org/W2748564340","https://openalex.org/W2993335843","https://openalex.org/W2355606402","https://openalex.org/W2184771611","https://openalex.org/W1997508391","https://openalex.org/W4213357338","https://openalex.org/W2353303488"],"abstract_inverted_index":{"Capturing":[0],"the":[1,15,48,60,77,93,151,157,183,189,192],"workload":[2,9],"of":[3,14,64,84,92,191],"a":[4,11,53,130],"database":[5,16],"and":[6,140,186],"replaying":[7],"this":[8,103],"for":[10,22,105,163,171],"new":[12,115],"version":[13],"can":[17,45],"be":[18],"an":[19,146],"effective":[20],"approach":[21,169],"regression":[23],"testing.":[24],"However,":[25,69],"false":[26],"positive":[27],"errors":[28],"caused":[29],"by":[30,161],"many":[31],"factors":[32],"such":[33],"as":[34,145],"data":[35,79],"privacy":[36],"limitations,":[37],"time":[38],"dependency":[39],"or":[40],"non-determinism":[41],"in":[42,76],"multi-threaded":[43],"environment":[44],"negatively":[46],"impact":[47],"effectiveness.":[49],"Therefore,":[50],"we":[51,99,128],"employ":[52],"machine":[54,85],"learning":[55,86],"based":[56],"framework":[57],"to":[58,90,101,120,135,149,178,187],"automate":[59],"root":[61,125],"cause":[62],"analysis":[63],"failures":[65,116],"found":[66,75,184],"during":[67],"replays.":[68],"handling":[70],"unseen":[71],"novel":[72],"issues":[73,185],"not":[74],"training":[78],"is":[80,117],"one":[81],"general":[82],"challenge":[83,104],"approaches":[87],"with":[88,114,175],"respect":[89],"generalizability":[91],"learned":[94],"model.":[95],"We":[96,166],"describe":[97],"how":[98],"continue":[100],"address":[102],"more":[106,180],"robust":[107],"long-term":[108],"solutions.":[109],"From":[110],"our":[111,164,168],"experience,":[112],"retraining":[113],"inadequate":[118],"due":[119],"features":[121],"overlapping":[122],"across":[123],"distinct":[124],"causes.":[126],"Hence,":[127],"leverage":[129],"large":[131],"language":[132],"model":[133],"(LLM)":[134],"analyze":[136],"failed":[137],"SQL":[138],"statements":[139],"extract":[141],"concise":[142],"failure":[143],"summaries":[144],"additional":[147,176],"feature":[148],"enhance":[150],"classification":[152],"process.":[153],"Our":[154],"experiments":[155],"show":[156],"F1-Macro":[158],"score":[159],"improved":[160],"4.77%":[162],"data.":[165],"consider":[167],"beneficial":[170],"providing":[172],"end":[173],"users":[174],"information":[177],"gain":[179],"insights":[181],"into":[182],"improve":[188],"assessment":[190],"replay":[193],"results.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}