Toward a Layer-2 Trigger for AI/ML Lifecycle Management in 6G

arXiv:2609.14517 · cs.NI, cs.LG, eess.SP · Submitted 2026-09-13 · Read on arXiv

cs.NI, cs.LG, eess.SP

Submitted: 2026-09-13

Updated: 2026-09-13

Comments: 6 pages, 1 figure, 1 table. Submitted to IEEE Communications Standards Magazine

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Consistency — 1× in this paper · explained in 3 episodes

Related papers

• HiFiNet: Hierarchical Fault Identification in Wireless Sensor Networks via Edge-Based Classification and Graph Aggregation
• Embodied AI in 6G Networks: From Intelligent Connectivity to Physical Intelligence
• Lightweight GenAI for Network Traffic Generation: Fidelity, Augmentation, and Classification
• EdgePoW: Adaptive Ingress-Aware Defense with Non-Interactive PoW Against Volumetric SYN Floods
• SoK: Where Do Flow Labels Come From? Auditing Label Provenance in Encrypted Traffic Benchmarks
• What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic