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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

Kunal Kumar Sahoo

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Book Open access Sep 2026

Pagoda: Time and Energy Rooflines for DNN Workloads on Edge Accelerators Across Power Modes

This work develops time and energy roofline characterizations for Orin AGX across power modes, coupled with analytical models of compute and memory for DNN inference, and extends these models to DNN training, and demonstrates power-mode tuning that achieves up to \(15\%\) lower energy with small inference-time impact f...

P. K, Kunal Kumar Sahoo, Amartya Ranjan Saikia et al. · 0 citations
#edge computing Book Open access Sep 2026

Pagoda: Time and Energy Rooflines for DNN Workloads on Edge Accelerators Across Power Modes

This work develops time and energy roofline characterizations for Orin AGX across power modes, coupled with analytical models of compute and memory for DNN inference, and extends these models to DNN training, and demonstrates power-mode tuning that achieves up to \(15\%\) lower energy with small inference-time impact f...

P. K, Kunal Kumar Sahoo, Amartya Ranjan Saikia et al. · 0 citations

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