CB-VER: A Stable Foundation for Modular Control Plane Verification
2026-04-07T07:24:01Z•ee86cf35a362e0346603bd2484c5dcf5a811917c84306658b9af0238c6337ed8
5g-tsn-integrationagentic-aicellular-connected-uavcongestion-controlcontrol-plane-verificationfederated-learningformal-methodsheterogeneous-iotholographic-mimointent-validationinter-satellite-linkslean-theorem-proverllm-in-the-looploRAnon-terrestrial-networksran-automationrann-telemetry-datasetsatellite-data-routingself-healingsmtsupply-chain-and-model-risktdd-fdd-duplexingtime-series-foundation-modeluav-resilienceuplink-performance
What happened
This document aggregates multiple recent arXiv papers (networking, wireless, ML-for-networks, and systems) covering: CB-VER — a formal, SMT/Lean-backed framework for verifying eventually-stable control-plane properties via converges-before graphs; LLM-driven congestion control (emulation study showing large latency reductions but introducing an LLM-in-the-loop control surface); an agentic AI/H-ODT framework for RAN automation and human-intent validation; UAV communication-control co-design for resilient low-altitude operations; holographic MIMO proposals for NTN/LEO integration; RELIEF — a LoR
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_ni
- Record identifier
- ee86cf35a362e0346603bd2484c5dcf5a811917c84306658b9af0238c6337ed8
- Enrichment time
- 2026-04-07T07:24:01Z
- AI-assisted enrichment
- Yes
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