Semantic communication to semantic-aware networking in next gen systems | AI/ML IN 5G CHALLENGE

Existing communication systems are mainly built based on Shannon’s information theory which deliberately ignores the semantic aspects of communication. The recent iteration of wireless technology, the so-called 5G and beyond, promises to support a plethora of human-oriented services enabled by carefully tailored network capabilities based on contents, requirements, as well as semantics. This sparkled significant interest in semantic communication, a novel paradigm that involves the meaning of message into communication. In this talk, I will first review classic semantic communication frameworks and then summarize key challenges that hinder its popularity. We observe that some semantic communication processes such as semantic detection, knowledge modeling, and coordination can be resource-consuming and inefficient, especially for communication between a single source and a destination. We, therefore, propose a novel architecture for supporting semantic-aware networking. We argue that the semantic-aware networking will have the potential to fulfill the vision of intelligence of everything for the next generation of networking systems. Finally, I will discuss some key challenges and future directions. Speaker Yong Xiao, Professor School of Electronic Information and Communications, Huazhong University of Science and Technology (HUST) Shownotes:⏱ 00:00 Intro 01:59 Panelist intro 03:40 Speaker introduction 15:16 Work 49:45 Q&A Join the Neural Network! https://aiforgood.itu.int/neural-network/ The AI for Good networking community platform powered by AI. Designed to help users build connections with innovators and experts, link innovative ideas with social impact opportunities, and bring the community together to advance the SDGs using AI. Watch the latest #AIforGood videos! https://www.youtube.com/c/AIforGood/videos Explore more #AIforGood content: AI for Good Top Hits https://www.youtube.com/playlist?list=PLQqkkIwS_4kXXQWhP4vSr0Rtl13t2Ud2w AI for Good Webinars https://www.youtube.com/playlist?list=PLQqkkIwS_4kUwDVioxixBf8OYlGAS_9_z AI for Good Keynotes https://www.youtube.com/playlist?list=PLQqkkIwS_4kUmK6zjiuWWE4fImrbGBWRF Stay updated and join our weekly AI for Good newsletter: http://eepurl.com/gI2kJ5 Discover what's next on our programme! https://aiforgood.itu.int/programme/ Check out the latest AI for Good news: https://aiforgood.itu.int/newsroom/ Explore the AI for Good blog: https://aiforgood.itu.int/ai-for-good-blog/ Connect on our social media: Website: https://aiforgood.itu.int/ Twitter: https://twitter.com/ITU_AIForGood LinkedIn Page: https://www.linkedin.com/company/26511907 LinkedIn Group: https://www.linkedin.com/groups/8567748 Instagram: https://www.instagram.com/aiforgood Facebook: https://www.facebook.com/AIforGood What is AI for Good? The AI for Good series is the leading action-oriented, global & inclusive United Nations platform on AI. The Summit is organized all year, always online, in Geneva by the ITU with XPRIZE Foundation in partnership with over 35 sister United Nations agencies, Switzerland and ACM. The goal is to identify practical applications of AI and scale those solutions for global impact. Disclaimer: The views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU. #ML5G #5GNetworks

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