3 papers
cs.DC2026
Rethinking AI Cloud Infrastructure for Agentic Serving Systems with the Aries Experimentation Framework
Leonid Kondrashov, Hongrui Liu, JooYoung Park +14
Autonomous agents challenge conventional LLM serving by coupling repeated inference with persistent context and sandboxed tool execution. We present Aries, a full-stack experimenta…
cs.DC2026
Melding the Serverless Control Plane with the Conventional Cluster Manager for Speed and Resource Efficiency
Leonid Kondrashov, Lazar CvetkoviÄ, Hancheng Wang +2
Serverless platforms face a trade-off: conventional cluster managers like Kubernetes offer compatibility for co-locating Function-as-a-Service (FaaS) and Backend-as-a-Service (BaaS…
cs.DC2025
The High Cost of Keeping Warm: Characterizing Overhead in Serverless Autoscaling Policies
Leonid Kondrashov, Boxi Zhou, Hancheng Wang +1
Serverless computing is transforming cloud application development, but the performance-cost trade-offs of control plane designs remain poorly understood due to a lack of open, cro…