{"id":"https://openalex.org/W4414688326","doi":"https://doi.org/10.1145/3766882.3767179","title":"Towards Safe Agentic AI Performance Engineering","display_name":"Towards Safe Agentic AI Performance Engineering","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4414688326","doi":"https://doi.org/10.1145/3766882.3767179"},"language":"en","primary_location":{"id":"doi:10.1145/3766882.3767179","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767179","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3766882.3767179","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045373894","display_name":"Dan Williams","orcid":"https://orcid.org/0000-0003-1537-0525"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dan Williams","raw_affiliation_strings":["Virginia Tech, IBM, Blacksburg, VA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1537-0525","affiliations":[{"raw_affiliation_string":"Virginia Tech, IBM, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092664383","display_name":"Milo Craun","orcid":"https://orcid.org/0009-0009-6341-4028"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milo Craun","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":"https://orcid.org/0009-0009-6341-4028","affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053264361","display_name":"Michael Le","orcid":"https://orcid.org/0000-0002-5000-6393"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael V. Le","raw_affiliation_strings":["IBM, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-5000-6393","affiliations":[{"raw_affiliation_string":"IBM, Yorktown Heights, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037106943","display_name":"Julian James Stephen","orcid":"https://orcid.org/0000-0003-2613-531X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julian Stephen","raw_affiliation_strings":["IBM, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-2613-531X","affiliations":[{"raw_affiliation_string":"IBM, Yorktown Heights, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049447247","display_name":"Salman Ahmed","orcid":"https://orcid.org/0000-0003-0290-5367"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salman Ahmed","raw_affiliation_strings":["IBM, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-0290-5367","affiliations":[{"raw_affiliation_string":"IBM, Yorktown Heights, NY, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071982602","display_name":"Hani Jamjoom","orcid":"https://orcid.org/0000-0001-6143-1064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hani Jamjoom","raw_affiliation_strings":["IBM, Yorktown Heights, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6143-1064","affiliations":[{"raw_affiliation_string":"IBM, Yorktown Heights, NY, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045373894"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":1.3517,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86186495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9994000196456909,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9994000196456909,"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":0.9987000226974487,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.611299991607666},{"id":"https://openalex.org/keywords/position-paper","display_name":"Position paper","score":0.5242999792098999},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.49559998512268066},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3955000042915344},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.36480000615119934}],"concepts":[{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.611299991607666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5299000144004822},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.5242999792098999},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5242000222206116},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.49559998512268066},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3955000042915344},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37700000405311584},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.36480000615119934},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35569998621940613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34619998931884766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33410000801086426},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30880001187324524},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.26660001277923584},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2581000030040741},{"id":"https://openalex.org/C12532035","wikidata":"https://www.wikidata.org/wiki/Q1399956","display_name":"Performance management","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3766882.3767179","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767179","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/138835","is_oa":true,"landing_page_url":"https://hdl.handle.net/10919/138835","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3766882.3767179","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3766882.3767179","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2154983209","https://openalex.org/W3010457348","https://openalex.org/W4381611552","https://openalex.org/W4384471250","https://openalex.org/W4385993948","https://openalex.org/W4400649461","https://openalex.org/W4400649493","https://openalex.org/W4404311515","https://openalex.org/W4411449784","https://openalex.org/W4411450140"],"related_works":[],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2],"agentic":[3],"AI---reasoning":[4],"AI":[5,35,112],"agents":[6,36,113],"that":[7,21,110],"can":[8],"connect":[9],"to":[10,27,53,69,79,82,121],"tools":[11],"and":[12,50,132,134],"take":[13],"actions---offers":[14],"an":[15],"enormous":[16],"potential":[17],"in":[18,37],"performing":[19],"tasks":[20],"currently":[22],"require":[23,62],"highly":[24,48,51],"skilled":[25],"humans":[26],"perform.":[28],"In":[29,105],"this":[30,106],"position":[31],"paper,":[32,107],"we":[33,108],"discuss":[34],"one":[38],"such":[39],"role:":[40],"performance":[41,44,55,71,74,123,143],"engineer.":[42],"A":[43],"engineer":[45],"is":[46],"typically":[47],"trained":[49],"trusted":[52,77],"run":[54],"diagnostic":[56],"tools---which":[57],"more":[58],"often":[59],"than":[60],"not":[61,78],"root":[63],"or":[64,91,100],"administrator":[65],"privileges---on":[66],"production":[67,84],"machines":[68],"diagnose":[70],"issues.":[72],"Critically,":[73],"engineers":[75,144],"are":[76,87],"cause":[80],"harm":[81],"the":[83,93,115,119,138],"systems":[85],"they":[86],"investigating,":[88],"including":[89],"crashing":[90],"hanging":[92],"systems,":[94],"extracting":[95],"sensitive":[96],"information":[97],"from":[98],"them,":[99],"negatively":[101],"affecting":[102],"their":[103],"performance.":[104],"argue":[109],"current":[111],"have":[114],"training,":[116],"but":[117],"lack":[118],"trust":[120],"be":[122],"engineers.":[124],"We":[125],"outline":[126],"four":[127],"components:":[128],"prevention,":[129],"detection/auditing,":[130],"aborting/rollback,":[131],"retry/refocus":[133],"highlight":[135],"gaps":[136],"where":[137],"approaches":[139],"taken":[140],"for":[141],"human-based":[142],"fall":[145],"short.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}