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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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Simhadri Podala Narasimha

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Open access Sep 2026

System and Method for Generative AI-Driven Multi-Layer Topology Awareness and Dynamic Workload Placement in Container Orchestration Platforms

Modern container orchestration platforms schedule workloads with limited awareness of the physical and logical topology underlying the cluster — rack placement, network fabric hierarchy, NUMA and PCIe locality, GPU interconnect (NVLink/NVSwitch) topology, power distribution, thermal state, and multi-cloud or multi-regi...

Simhadri Podala Narasimha · 0 citations

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