Marios Kogias
3 indexed papers
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AgenTEE is a system that enables the secure, confidential execution of complex LLM agent pipelines directly on edge devices by using isolated confidential virtual machines.
This survey analyzes the unique security threats posed by complex, multi-agent AI systems and proposes Confidential Computing (CC) using Trusted Execution Environments (TEEs) as a hardware-rooted defense mechanism.
The paper introduces Spandana, an architecture that decouples SLO enforcement from cost optimization in cloud-based online services, achieving high utilization, strict SLO adherence, and cost savings.
Papers
Spandana: Reconciling Strict SLOs with Low Cost under Fine-Grained Load Fluctuations
Dilina Dehigama, Shyam Jesalpura, Zeyu Xu, Marton Nemeth +3 more
The paper introduces Spandana, an architecture that decouples SLO enforcement from cost optimization in cloud-based online services, achieving high utilization, strict SLO adherence, and cost savings.