Roadmap for edge AI
نویسندگان
چکیده
Based on the collective input of Dagstuhl Seminar (21342), this paper presents a comprehensive discussion AI methods and capabilities in context edge computing, referred as Edge AI. In nutshell, we envision to provide adaptation for data-driven applications, enhance network radio access, allow creation, optimisation, deployment distributed AI/ML pipelines with given quality experience, trust, security privacy targets. The community investigates novel ML computing environment, spanning multiple sub-fields computer science, engineering ICT. goal is share an envisioned roadmap that can bring together key actors enablers further advance domain
منابع مشابه
Technological Roadmap on AI Planning and Scheduling
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متن کاملAI Technologies for Tactical Edge Networks
The field of adaptable communication networks is a rich application area for artificial intelligence technology. Recent developments in software defined radio technology have created the opportunity to develop networks that are, in principle, highly adaptable and effective under a much wider range of operating conditions than currently possible, but few researchers are addressing the issue of h...
متن کاملPLANET, the European Network of Excellence in AI Planning Technological Roadmap on AI Planning and Scheduling
متن کامل
European Network of Excellence in AI Planning The PLANET Roadmap on AI Planning and Scheduling
Preface Planning and Scheduling is the field of Artificial Intelligence that is concerned with all aspects of the system-supported or fully automated synthesis, execution, and monitoring of courses of actions, activities, and tasks. With that, it provides a technology for increasing the autonomy of systems by making them more flexible, robust, and adaptive. Consequently, it has a particularly l...
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ژورنال
عنوان ژورنال: Computer Communication Review
سال: 2022
ISSN: ['0146-4833', '1943-5819']
DOI: https://doi.org/10.1145/3523230.3523235