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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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Abhinandan Bhadauria

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#edge computing Open access Oct 2026

Cartridge-Oriented Architecture for Bare-Metal AI Inference on Resource-Constrained Edge Devices

Resource-constrained edge devices increasingly require local AI inference while providing limited memory, storage, compute capability, and operating-system support. This paper presents a cartridge-oriented architecture in which model-specific inference information is packaged as a compact, validated artifact executed b...

Abhinandan Bhadauria · 0 citations
#edge computing Open access Oct 2026

Cartridge-Oriented Architecture for Bare-Metal AI Inference on Resource-Constrained Edge Devices

Resource-constrained edge devices increasingly require local AI inference while providing limited memory, storage, compute capability, and operating-system support. This paper presents a cartridge-oriented architecture in which model-specific inference information is packaged as a compact, validated artifact executed b...

Abhinandan Bhadauria · 0 citations

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