@inproceedings{cde08c26ea8e4ed68161cf8a7e89e124,
title = "Toward Performance Prediction in Large-Scale Systems through Temporal System and Application Log Analysis",
abstract = "This work proposes a modeling and prediction scheme for large-scale systems and applications through temporal analysis of system logs. The proposed scheme captures temporal correlation among concurrently running applications and models the recurring execution patterns of applications with similar characteristics. We aim to accurately model the performance (i.e., runtime and I/O throughput) of diverse applications running in large-scale systems.",
keywords = "Distributed Storage, High-performance Computing, Performance Modeling",
author = "Ehan Sohn and Changjong Kim and Alex Sim and Sung, \{Dong Kyu\} and Yongseok Son and Jisung Park and Sunggon Kim",
note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025 ; Conference date: 03-06-2025 Through 07-06-2025",
year = "2025",
doi = "10.1109/IPDPSW66978.2025.00221",
language = "English",
series = "Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1304--1306",
booktitle = "Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025",
}