Submitted to Computer Networks, Artificial Intelligence for Future 6G Systems, Also submitted to ArXiV, 5 August 2025
Next-generation mobile networks must reconcile the often-conflicting goals
of multiple service owners. However, today’s network slice controllers remain
rigid, policy-bound, and largely unaware of the business context. We introduce
Agoran Service and Resource Broker (SRB), an agentic marketplace
that brings stakeholders directly into the operational loop. Inspired by the
ancient Greek agor´a, Agoran distributes authority across three autonomous
artifical intelligence (AI) branches: a Legislative branch that answers compliance
queries using retrieval-augmented Large Language Models (LLMs);
an Executive branch that maintains real-time situational awareness through
a watcher-updated vector database; and a Judicial branch that evaluates
each agent message with a rule-based Trust Score, while arbitrating LLMs
detect malicious behavior and apply real-time incentives to restore trust.
Stakeholder-side Negotiation Agents and the SRB-side Mediator Agent negotiate
feasible, Pareto-optimal offers produced by a multi-objective optimizer,
reaching a consensus intent in a single round, which is then deployed to Open
and AI-driven RAN controllers.
Type:
Journal
Date:
2025-08-05
Department:
Data Science
Eurecom Ref:
8343
Copyright:
© Elsevier. Personal use of this material is permitted. The definitive version of this paper was published in Submitted to Computer Networks, Artificial Intelligence for Future 6G Systems, Also submitted to ArXiV, 5 August 2025 and is available at :
