Dynamic Alert Suppression Policy for Noise Reduction in AIOps
Published in Proceedings of the 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion 2024), 2024
Learns dynamic, per-signal alert-suppression policies to reduce noise in AIOps pipelines. The approach adapts suppression decisions based on evolving signal characteristics, cutting duplicate alerts while preserving fidelity on actionable incidents.
Recommended citation: Bhukar, K., Kumar, H., Mahindru, R., Nagar, S., Aggarwal, P., Arora, R., Paradkar, A. (2024). "Dynamic Alert Suppression Policy for Noise Reduction in AIOps." Proceedings of the 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion). DOI: 10.1145/3639477.3639752.
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