{"id":"https://openalex.org/W4411298985","doi":"https://doi.org/10.1007/s11227-025-07503-4","title":"A comprehensive survey of machine learning and deep learning approaches for anomaly detection in high-performance computing systems","display_name":"A comprehensive survey of machine learning and deep learning approaches for anomaly detection in high-performance computing systems","publication_year":2025,"publication_date":"2025-06-14","ids":{"openalex":"https://openalex.org/W4411298985","doi":"https://doi.org/10.1007/s11227-025-07503-4"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07503-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07503-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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/A5118202828","display_name":"Cibin Ki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113677","display_name":"Rajagiri Hospital","ror":"https://ror.org/01zb5kv44","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210113677"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Cibin Ki","raw_affiliation_strings":["Department of Computer Science, Bishop Heber College, Tiruchirappalli, India","Rajagiri School of Engineering and Technology, Kochi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bishop Heber College, Tiruchirappalli, India","institution_ids":[]},{"raw_affiliation_string":"Rajagiri School of Engineering and Technology, Kochi, India","institution_ids":["https://openalex.org/I4210113677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017518634","display_name":"R. Sivakumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramah Sivakumar","raw_affiliation_strings":["Department of Computer Science, Bishop Heber College, Tiruchirappalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bishop Heber College, Tiruchirappalli, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047191039","display_name":"Jaison Mulerikkal","orcid":"https://orcid.org/0000-0002-5266-2159"},"institutions":[{"id":"https://openalex.org/I4210113677","display_name":"Rajagiri Hospital","ror":"https://ror.org/01zb5kv44","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210113677"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaison Mulerikkal","raw_affiliation_strings":["Rajagiri School of Engineering and Technology, Kochi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajagiri School of Engineering and Technology, Kochi, India","institution_ids":["https://openalex.org/I4210113677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043691349","display_name":"A Binu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113677","display_name":"Rajagiri Hospital","ror":"https://ror.org/01zb5kv44","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210113677"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Binu A","raw_affiliation_strings":["Rajagiri School of Engineering and Technology, Kochi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajagiri School of Engineering and Technology, Kochi, India","institution_ids":["https://openalex.org/I4210113677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104230125","display_name":"Manish Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manish Gupta","raw_affiliation_strings":["Centre for Artificial Inteligence Research and Optimization (AIRO), Torrens University, Ultimo, NSW, 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Artificial Inteligence Research and Optimization (AIRO), Torrens University, Ultimo, NSW, 2007, Australia","institution_ids":["https://openalex.org/I4210142395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048239546","display_name":"Tony Jan","orcid":"https://orcid.org/0000-0002-3114-8978"},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Tony Jan","raw_affiliation_strings":["Centre for Artificial Inteligence Research and Optimization (AIRO), Torrens University, Ultimo, NSW, 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Artificial Inteligence Research and Optimization (AIRO), Torrens University, Ultimo, NSW, 2007, Australia","institution_ids":["https://openalex.org/I4210142395"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048239546"],"corresponding_institution_ids":["https://openalex.org/I4210142395"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.3697,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82200697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"81","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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":0.9026665687561035},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7403336763381958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5412165522575378},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5345709919929504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5099383592605591},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3352101445198059},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32403087615966797}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9026665687561035},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7403336763381958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5412165522575378},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5345709919929504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5099383592605591},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3352101445198059},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32403087615966797}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07503-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07503-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W2087384518","https://openalex.org/W2613580061","https://openalex.org/W2884697432","https://openalex.org/W2888693151","https://openalex.org/W2891041086","https://openalex.org/W2904932589","https://openalex.org/W2919913503","https://openalex.org/W2921544707","https://openalex.org/W2923735516","https://openalex.org/W2949171526","https://openalex.org/W2965985637","https://openalex.org/W2966734812","https://openalex.org/W2968767342","https://openalex.org/W2969826430","https://openalex.org/W2969944804","https://openalex.org/W2973999031","https://openalex.org/W2991056320","https://openalex.org/W2999925821","https://openalex.org/W3001395944","https://openalex.org/W3006153975","https://openalex.org/W3007106534","https://openalex.org/W3022022522","https://openalex.org/W3031076914","https://openalex.org/W3043599974","https://openalex.org/W3047669963","https://openalex.org/W3048885678","https://openalex.org/W3089718532","https://openalex.org/W3091497013","https://openalex.org/W3104373930","https://openalex.org/W3117311838","https://openalex.org/W3125819351","https://openalex.org/W3126594737","https://openalex.org/W3151040635","https://openalex.org/W3163443843","https://openalex.org/W3165758957","https://openalex.org/W3170172454","https://openalex.org/W3176009043","https://openalex.org/W3213649604","https://openalex.org/W3217151223","https://openalex.org/W4206061582","https://openalex.org/W4206968392","https://openalex.org/W4223615774","https://openalex.org/W4280651118","https://openalex.org/W4283267187","https://openalex.org/W4283696437","https://openalex.org/W4288951582","https://openalex.org/W4293770413","https://openalex.org/W4307699297","https://openalex.org/W4312126062","https://openalex.org/W4312127949","https://openalex.org/W4312204532","https://openalex.org/W4312340546","https://openalex.org/W4312341889","https://openalex.org/W4313001701","https://openalex.org/W4313215560","https://openalex.org/W4315490163","https://openalex.org/W4320527381","https://openalex.org/W4321195600","https://openalex.org/W4323358563","https://openalex.org/W4362505426","https://openalex.org/W4377093063","https://openalex.org/W4377194474","https://openalex.org/W4381890996","https://openalex.org/W4383503751","https://openalex.org/W4384009863","https://openalex.org/W4384699872","https://openalex.org/W4385688477","https://openalex.org/W4385820097","https://openalex.org/W4386144861","https://openalex.org/W4386882212","https://openalex.org/W4386920093","https://openalex.org/W4387701290","https://openalex.org/W4388094074","https://openalex.org/W4388797346","https://openalex.org/W4390067028","https://openalex.org/W4390651816","https://openalex.org/W4391280236","https://openalex.org/W4391453471","https://openalex.org/W4391983118","https://openalex.org/W4392613491","https://openalex.org/W4392796680","https://openalex.org/W4392825400","https://openalex.org/W4393059597","https://openalex.org/W4393141466","https://openalex.org/W4395037931","https://openalex.org/W4396594894","https://openalex.org/W4396913945","https://openalex.org/W4398205316","https://openalex.org/W4398551919","https://openalex.org/W4399596087","https://openalex.org/W4400811613","https://openalex.org/W4400893425","https://openalex.org/W4401726555","https://openalex.org/W6803553813"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2105642232","https://openalex.org/W3207332793","https://openalex.org/W3197833032","https://openalex.org/W2731899572","https://openalex.org/W4386081464","https://openalex.org/W4230611425","https://openalex.org/W4380075502","https://openalex.org/W4390846322"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
