Goal-oriented Semantic Communication for Distributed Edge Intelligence | Marios Kountouris скачать в хорошем качестве

Goal-oriented Semantic Communication for Distributed Edge Intelligence | Marios Kountouris

Follow SAI Conferences on Linkedin:   / saiconference   Conference Website: https://saiconference.com/FICC Join us for an insightful talk by Professor Marios Kountouris on groundbreaking advancements in autonomous interactive real-time systems, funded by the European Research Council. This presentation explores a new theory aimed at revolutionizing cyber-physical mission-critical systems such as robotics, self-driving cars, and the Internet of Things (IoT). Professor Marios envisions a future where intelligent systems seamlessly interact, process, learn, sense, and communicate in real-time. He delves into the necessity for reliable real-time communication, automatic interaction, timely consensus, and explainable decision-making within these networks. The talk fast-forwards to 2030, discussing the challenges of scalability and the need for efficient data processing in high-density environments, using the example of autonomous cars in Paris. He highlights the limitations of current technologies like 5G and emphasizes the importance of developing new theories and algorithms to handle massive data efficiently. Central to his discussion is the concept of semantic communication, which focuses on the significance of data in achieving specific goals rather than merely transmitting information. He proposes a goal-oriented semantic communication model that optimizes data generation, transmission, and processing to meet the specific needs of applications, thus saving network and computational resources. Professor Marios also touches on the historical foundations of communication theory, referencing Claude Shannon's work, and introduces novel ideas such as the importance of time and synchronization in information transmission. This talk is a must-watch for anyone interested in the future of autonomous systems, real-time data processing, and the next generation of communication theories.