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Ravishankar K. Iyer.

On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
PARM: Adaptive Resource Allocation for Datacenter Power Capping
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
SIMPPO: A Scalable and Incremental Online Learning Framework for Serverless Resource Management
Evaluating Hardware Memory Disaggregation under Delay and Contention
Reinforcement Learning for Resource Management in Multi-tenant Serverless Platforms
Is Function-as-a-Service a Good Fit for Latency-Critical Services?
Delay Sensitivity-driven Congestion Mitigation for HPC Systems
FIRM: An Intelligent Fine-Grained Resource Management Frameworkfor SLO-Oriented Microservices