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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

Author

Paweł Czarnul

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2026

Containers Are (Almost) Free: Energy and Performance Analysis of AI Workloads Under CPU Virtualization and GPU Power Capping

It is found that Docker has a negligible impact on performance, while KVM causes a performance drop of 21.22% on average compared to bare metal, and power caps that minimize EDP are different for KVM and Docker/bare metal, which is an important observation for optimization of that essential performance-energy trade-off...

Michał Kościowski, J. Proficz, Paweł Czarnul · 0 citations

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