Deep learning‑based prediction of major page faults in cluster systems
| dc.contributor.author | Chuah, Edward | |
| dc.contributor.author | Jhumka, Arshad | |
| dc.contributor.author | Narasimhamurthy, Sai | |
| dc.contributor.author | Ayesh, Aladdin | |
| dc.contributor.institution | University of Aberdeen.Cybersecurity and Privacy | en |
| dc.contributor.institution | University of Aberdeen.Computing Science | en |
| dc.contributor.institution | University of Aberdeen.Natural & Computing Sciences | en |
| dc.date.accessioned | 2025-07-23T12:49:00Z | |
| dc.date.available | 2025-07-23T12:49:00Z | |
| dc.date.issued | 2025-07-05 | |
| dc.description | We would like to thank the Texas Advanced Computing Center at the University of Texas at Austin for providing the resource usage data and system logs from their cluster systems. We would also like to thank the anonymous reviewers for their constructive feedback, which helped improve our manuscript significantly. | en |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 18 | |
| dc.format.extent | 736474 | |
| dc.identifier | 305495133 | |
| dc.identifier | 6a723f55-99d6-4273-bc6b-a671cbe83cb7 | |
| dc.identifier | 105009900740 | |
| dc.identifier.citation | Chuah, E, Jhumka, A, Narasimhamurthy, S & Ayesh, A 2025, 'Deep learning‑based prediction of major page faults in cluster systems', CCF Transactions on High Performance Computing. https://doi.org/10.1007/s42514-025-00233-2 | en |
| dc.identifier.doi | 10.1007/s42514-025-00233-2 | |
| dc.identifier.issn | 2524-4922 | |
| dc.identifier.other | ORCID: /0000-0002-5883-6113/work/188766341 | |
| dc.identifier.other | ORCID: /0000-0002-8659-1803/work/188766899 | |
| dc.identifier.uri | https://hdl.handle.net/2164/25742 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | CCF Transactions on High Performance Computing | en |
| dc.subject | Cluster systems | en |
| dc.subject | Major page faults | en |
| dc.subject | Deep Learning | en |
| dc.subject | Resource use data | en |
| dc.subject | System logs | en |
| dc.subject | QA75 Electronic computers. Computer science | en |
| dc.subject | Supplementary Data | en |
| dc.subject | DAS | en |
| dc.subject.lcc | QA75 | en |
| dc.title | Deep learning‑based prediction of major page faults in cluster systems | en |
| dc.type | Journal article | en |
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