4 papers
Toward a Unified Security and Privacy Framework for AI-Native 6G Networks
Bidushi Barua, Ahsan Khan, Kangfeng Ye +6
Sixth Generation (6G) communication networks are expected to evolve into AI-native, highly autonomous ecosystems that integrate communication, computing, sensing, and artificial in…
Design Insights into Partition Placement and Routing for DNN Inference in Multi-Hop Edge Networks
Jinkun Zhang, Poonam Yadav
Partitioned DNN inference is a promising approach for latency-sensitive intelligent services in edge networks, since it allows different parts of a model to be executed across end…
Handling Interoperability Issues in 6G ORAN: Lessons Learned from Research Lab-based Integrations
Poonam Yadav, Yifan Liu, Mohit Bidikar +3
As 6G networks continue to evolve, the Open Radio Access Network (ORAN) framework is gaining prominence for its promise of network flexibility, vendor-neutral architecture, and enh…
Towards Resilient 6G O-RAN: An Energy-Efficient URLLC Resource Allocation Framework
Rana M. Sohaib, Syed Tariq Shah, Poonam Yadav
The demands of ultra-reliable low-latency communication (URLLC) in ``NextG" cellular networks necessitate innovative approaches for efficient resource utilisation. The current lite…