Showing cs.NIShow all
3 papers · 1 filter
cs.NI2026
Workload-Aware Monitoring for AI-RAN
Babak Azkaei, Georgios Exarchakos, Kishor Chandra Joshi
AI-RAN platforms are expected to share CPU and GPU resources between radio workloads and AI services. Aggregate telemetry reports operating conditions, but timing changes may refle…
cs.NI2026
Controlled Radio Fault Injection and Telemetry Evaluation for Open 5G RANs
Babak Azkaei, Maxim Bîtiu, Georgios Exarchakos +1
Radio access network (RAN) telemetry reveals radio conditions, protocol behavior, and their consequences for applications. Evaluating its usefulness requires controlled impairments…
cs.NI2025
Discrete Time Credit-Based Shaping for Time-Sensitive Applications in 5G/6G Networks
Anudeep Karnam, Kishor C. Joshi, Jobish John +3
Future wireless networks must deliver deterministic end-to-end delays for workloads such as smart-factory control loops. On Ethernet these guarantees are delivered by the set of to…