2 papers
cs.DC2026
Mitigating Heterogeneity-Induced Drift in Hierarchical Sign-Based Federated Learning
Amirreza Kazemi, Seyed Mohammad Azimi-Abarghouyi, Gabor Fodor +1
Hierarchical federated learning (HFL) is well suited for large-scale wireless and Internet of Things systems, where devices communicate with nearby edge servers before reaching the…
cs.NI2025
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi +132
This white paper discusses the role of large-scale AI in the telecommunications industry, with a specific focus on the potential of generative AI to revolutionize network functions…