Accountability and Reliability in 6G O-RAN: Who is Responsible When it Fails?
Future sixth-generation (6G) networks aim to enable new services with vastly different data rates, latencies, and scalability requirements. Open radio access network (O-RAN), a key architecture for 6G, provides flexibility, openness, and interoperability. However, the open architecture of O-RAN poses challenges for network accountability and reliability. This article analyzes the use cases and risks of multi-party collaboration in O-RAN and discusses its potential enabling technologies, including blockchain and machine learning, to address the accountability and reliability concerns around O-RAN. A feasibility study of a blockchain and large language model (LLM)-powered O-RAN is conducted to demonstrate the effectiveness of the concept. Performance evaluations show that these technologies can enhance the accountability and reliability of O-RAN, with certification processes of blockchain and customization of fine-tuning LLMs.
Authors
- Ren Ping Liu (ORCID: https://orcid.org/0000-0001-7001-6305)
- Zhongqian Niu (ORCID: https://orcid.org/0000-0001-8852-3516)
- Wei Ni (ORCID: https://orcid.org/0000-0003-0780-4637)
- Ying He (ORCID: https://orcid.org/0000-0003-1603-9375)
- Xu Wang (ORCID: https://orcid.org/0000-0001-9439-6437)
- Guangsheng Yu (ORCID: https://orcid.org/0000-0002-6111-1607)
- Qin Wang (ORCID: https://orcid.org/0000-0003-2264-749X)
Institutions
- University of Technology Sydney (AU)
- Commonwealth Scientific and Industrial Research Organisation (AU)
- Data61 (AU)
Publication Details
- Journal
- IEEE Wireless Communications
- Published
- 2025-03-29
- DOI
- https://doi.org/10.1109/mwc.001.2400292
- Citations
- 1
- Primary Topic
- Advanced Wireless Communication Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.73