AAPA: An Archetype-Aware Predictive Autoscaler with Uncertainty Quantification for Serverless Workloads on Kubernetes.

Tue, 01 Jul 2025 01:00:00 +0200

Guilin Zhang, Srinivas Vippagunta, Raghavendra Nandagopal, Suchitra Raman, Jeff Xu, Marcus Pfeiffer, Shreeshankar Chatterjee, Ziqi Tan, Wulan Guo , Hailong Jiang:
AAPA: An Archetype-Aware Predictive Autoscaler with Uncertainty Quantification for Serverless Workloads on Kubernetes. CoRR abs/2507.05653 (2025)