Presentations
Select presentations by Baw Chng.
Future Networks AI/ML Roadmap 2024
Overview of the Artificial Intelligence and Machine Learning (AI/ML) Chapter of the 2024 IEEE International Network Generations Roadmap (INGR)
Topics include AI/ML-defined radio, integrated wireless sensing and communication, reconfigurable intelligent surfaces (RIS), generative network layer in prediction-based networking, DDDAS, next-generation AI for communication systems.
Identity, Privacy, & Tracking on Communication Networks
A look into how the concepts of identity, privacy, tracking, and their attendant issues are treated in modern communication networks …
… including the wireless networks (4G/LTE/5G, Wi-Fi) and the Internet, with brief exposition on how these concepts and their handling may evolve in the 6G communication networks and beyond.
5G, 6G, and Beyond, with AI/ML
with Artificial Intelligence & Machine Learning in 6G & Beyond
A look into wireless cellular telecommunications technology standards focusing on 5G (the fifth-generation), motivations and trends towards 6G (the sixth-generation) & beyond, and broad approaches to Artificial Intelligence & Machine Learning (AI/ML) in that context.
Hypertext Transfer Protocol HTTP 1, 2, 3, …
Next-Next-Generation Wi-Fi, from Contention to Scheduled Access
A look into the future of Wi-Fi next ten years beyond Wi-Fi 6/6E.
The first part looks into the trends, use cases, motivations, and technology features likely to be introduced into future Wi-Fi in the next ten years beyond Wi-Fi 6/6E. The second part focuses on latency reduction, as well as issues and nuances of introducing scheduled access into Wi-Fi’s traditional world of contention based access.
Randomized MAC addresses, System Impacts and Implications
A look into the increasingly ubiquitous trend of mobile consumer devices randomizing their MAC addresses, …
… with analyses on how such randomizations are likely to impact network systems and discussion of possible mitigation measures. [Corresponding article ⇒]
The Future of Communications
Factors influencing communications and likely technological responses
A survey of factors likely to influence the future of communications technologies and services in the future, and a view on likely technology responses through link technologies, architectural re-thinking, and standards directions.
Re-Architecting the Wireless Telecom System, Small Cells & Femtocells
A technology agnostic view on the evolution of wireless telecom …
… from mobile voice to mobile data, and the quest for bigger capacity and faster speeds at lower cost with small cells. Also goes into key questions that decide system-architectural decisions such as security/trust model, scalability, mobility, and management considerations.
Software Defined Networking (SDN)
SDN concepts & principles, technology, standards, markets, R&D directions
A presentation on SDN’s nascent history, concepts & principles, technology & standards, commercial & market impacts, future research & development directions, and exploration of ideas to extend SDN concepts & principles to other applications and other technological areas.
Quality of Service (QoS)
Quality of Service (QoS) in networking and telecommunications
A presentation on Quality of Service (QoS) in networking and telecommunications; covers the motivation and needs for QoS, applicability of QoS, QoS concepts, basic principles & techniques, technologies & standards, and commercial & policy impacts.
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