From Fragmented OSS to Self-Healing Networks: Digital Twin Architecture Patterns for Autonomous Telecommunications Operations
Argues that telecom pursuit of self-healing networks is blocked by ontological fragmentation of OSS/BSS silos. Proposes a three-layer digital twin architecture — data harmonization, physics-informed simulation, and agentic AI squads — that makes legacy infrastructure legible to AI.
Authors
- Nicolas Waern (ORCID: https://orcid.org/0009-0001-4011-8201)
Institutions
- Association of British Orchestras (GB)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-05-14
- DOI
- https://doi.org/10.5281/zenodo.20181480
- Primary Topic
- Digital Transformation in Industry
- Type
- article
- Field-Weighted Citation Impact
- 0.00