Proactive Identification of Performance Problems
Summary: Fa, automated tool for proactive SLA-violation prediction in database systems. It collects performance data across applications, the database server, and the operating system, using graphical Bayesian networks for prediction, diagnosis, and interactive visualization of SLA-driven performance problems. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Songyun Duan (Duke University)
- 2. Shivnath Babu (Duke University)
BibTeX Citation
@inproceedings{duan_sigmod06,
title = {{Proactive Identification of Performance Problems}},
author = {Duan, Songyun and Babu, Shivnath},
series = {{SIGMOD} '06},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1142473.1142582},
url = {https://dl.acm.org/doi/10.1145/1142473.1142582},
year = {2006}
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