Hao Cao and Liqun Long 2026. Empirical Evaluation of Multi-Source Monitoring Signal Effectiveness and Lead Time for Performance Degradation Prediction in Kubernetes-Based Microservices. Journal of Advanced Computing Systems . 6, 4 (Apr. 2026), 15–26. DOI:https://doi.org/10.69987/JACS.2026.60402.