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Conversational Orchestration for Organic 6G — arXiv:2608.10714

Source: arXiv (en)
Original: https://arxiv.org/abs/2608.10714
License (as archived): CC0-1.0
Archived: 2026-10-19T06:07:37.018Z
SHA-256 of the archived text: 090948391c93e879327484a42a619ff0bb30eb1b9169f9e8d26edd4e3d715aef
Stable URL of this page: https://metraipolis.com/documento/dc_dcd019166f1b

How to cite

Conversational Orchestration for Organic 6G — arXiv:2608.10714 — arXiv (en), https://arxiv.org/abs/2608.10714 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_dcd019166f1b (Metraipolis archive dc_dcd019166f1b, sha256 090948391c93e879327484a42a619ff0bb30eb1b9169f9e8d26edd4e3d715aef)

BibTeX

@misc{dcdcd019166f1b,
  title = {Conversational Orchestration for Organic 6G — arXiv:2608.10714},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2608.10714},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_dcd019166f1b; sha256 090948391c93e879327484a42a619ff0bb30eb1b9169f9e8d26edd4e3d715aef},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2608.10714. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

The Organic 6G vision of a network of networks spanning an edge-cloud continuum complemented by non-terrestrial resources requires, to realize its promise, service provisioning that is simple to operate, scalable across independently administered domains, and agile under domain churn (i.e., domains dynamically joining and leaving). Despite advances in cross-domain orchestration, many proposals rely on heavy integration fabrics, multi-layer coordinators, and deep telemetry pipelines that hinder deployability and amplify coordination overhead. We propose a lightweight, decentralized conversational orchestration framework based on Large Language Model (LLM)-driven domain agents. Each domain remains autonomous: an agent observes local state via tools, reasons in a closed loop, and exchanges summaries with neighboring agents over an Agent-to-Agent (A2A) overlay aligned with data-plane coupling. Fast feasible placement is enabled by periodic, routing-like dissemination of reachability advertisements (latency, bottleneck bandwidth, and compute capacity), while safe re-optimization, scaling, and migration are handled through event-driven requests and negotiation. To meet real-time constraints, we deploy a compact reasoning model trained with verifier-based self-verification and periodically refined online via shadow updates. Simulations show manageable, near-linear control-plane overhead as domains scale and during domain joins, and robust decision quality, including recovery after objective changes. We close by outlining future research directions for principled, secure, and uncertainty-aware agentic orchestration in Organic 6G.

Tema degli esploratori: agenti e intelligenza artificiale (retro-catalogo arXiv: annunci del 2026-08-12 in cs.MA).
Categorie arXiv: Networking and Internet Architecture (cs.NI) ; Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET); Multiagent Systems (cs.MA).
Pagina del lavoro: https://arxiv.org/abs/2608.10714 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-19T05:57:08.208Z dalla pagina https://arxiv.org/catchup/cs.MA/2026-08-12?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).