Architecting a Framework for Edge AI by Ovidiu Vermesan (.ePUB)+
File Size: 13.5 MB
Architecting a Framework for Edge AI Functional and Non-functional Requirements by Ovidiu Vermesan, Alain Pagani
Requirements: .ePUB, .PDF reader, 13.5 MB | True PDF, True EPUB
Overview: This book presents a comprehensive exploration of the functional and non-functional requirements that define Edge AI systems, including technical, ethical, legal, and regulatory dimensions. It offers a holistic perspective that spans hardware, software, the AI technology stack, and the data pipelines supporting applications across the micro-, deep-, and meta-edge continuum. Edge AI systems are evaluated through their key properties—functionality, performance, cost, dependability, and trustworthiness. The book closely interlinks these requirements with the concepts of system dependability and trust. Dependability is presented as the backbone of real-time edge AI performance, where services must be delivered reliably within strict timeframes. Trustworthiness is defined as the system’s ability to meet both functional and non-functional requirements in a verifiable manner—ensuring transparency, correctness, and alignment with human oversight. Written for researchers, engineers, and students eager to understand the next frontier of edge intelligence, the book invites readers to engage with cutting-edge discussions on performance, accountability, and responsibility in AI at the edge. It is both an academic resource and a practical guide for those seeking to design, validate, and deploy edge AI systems that are not only high-performing but also dependable, trustworthy, and socially aligned.
Genre: Non-Fiction > Tech & Devices
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