tinh nguoi kiep ran p3 tap 10 - ứng dụng bong88 release date: 2025-07-17, market-leading, norm-based screening and progress monitoring measures for early literacy, AutoRAN: Automated and Zero-Touch Open RAN Systems Stefano Maxenti, Student Member, IEEE, Ravis Shirkhani, Student Member, IEEE, Maxime Elkael, Member, IEEE, Leonardo , Abstract—Cellular Radio Access Networks (RANs) are rapidly evolving towards 6G, driven by the need to reduce costs and introduce new revenue streams for operators and enterprises. In this context, AI emerges as a key enabler in solving complex RAN problems spanning both the management and application domains. Unfortunately, and despite the undeniable promise of AI, several practical , Abstract—The disaggregated, distributed and virtualised im-plementation of radio access networks allows for dynamic re-source allocation. These attributes can be realised by virtue of the Open Radio Access Networks (O-RAN) architecture. In this article, we tackle the issue of dynamic resource allocation using a data-driven approach by employing Machine Learning (ML). We present an xApp-based , .