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EasyLog: An Efficient Kernel Logging Service for Machine Learning

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Recently, logs serves as a crucial tool to monitor system’s real-time state for experiments and generate data for machine learning. However, the existing Linux logging system faces challenges such as excessive log output and a high rate of important log message loss. To tackle these issues, we propose the EasyLog solution, which effectively mitigates these problems. EasyLog draws inspiration from the design principles of log-related functions like pr_xx, dev_xx, and the Devkmsg service. EasyLog extracts and records logs with special identifier suffixes by introducing a ring buffer. In terms of interface utilization, EasyLog offers the easy_xx interface for kernel developers and the reading interface for user-space applications.

源语言英语
主期刊名Applied Cryptography and Network Security Workshops - ACNS 2024 Satellite Workshops, AIBlock, AIHWS, AIoTS, SCI, AAC, SiMLA, LLE, and CIMSS, Proceedings
编辑Martin Andreoni
出版商Springer Science and Business Media Deutschland GmbH
16-28
页数13
ISBN(印刷版)9783031614859
DOI
出版状态已出版 - 2024
活动Satellite Workshops held in parallel with the 22nd International Conference on Applied Cryptography and Network Security, ACNS 2024 - Abu Dhabi, 阿拉伯联合酋长国
期限: 5 3月 20248 3月 2024

丛书

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
14586 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议Satellite Workshops held in parallel with the 22nd International Conference on Applied Cryptography and Network Security, ACNS 2024
国家/地区阿拉伯联合酋长国
Abu Dhabi
时期5/03/248/03/24

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