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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shao-yu Huang

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Preprint Aug 2026

SLO-Scaler: Uncertainty-Aware SLO-Driven Autoscaling for Microservices

Autoscaling microservice-based applications to satisfy Service Level Objectives (SLOs) remains challenging due to bursty workloads, cascading latency across service dependencies, and cold-start overhead. Existing approaches such as the Kubernetes Horizontal Pod Autoscaler (HPA) rely on threshold-based CPU or memory met...

Shuo Wang, Xiao-Xuan Sun, Shao-yu Huang et al. · 0 citations

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