Advanced Architectures Integrated with Agentic AI for Next-Generation Wireless Networks
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Abstract (arXiv)
This paper investigates a range of cutting-edge technologies and architectural innovations aimed at simplifying network operations, reducing operational expenditure (OpEx), and enabling the deployment of new service models. The focus is on (i) Proposing novel, more efficient 6G architectures, with both Control and User planes enabling the seamless expansion of services, while addressing long-term 6G network evolution. (ii) Exploring advanced techniques for constrained artificial intelligence (AI) operations, particularly the design of AI agents for real-time learning, optimizing energy consumption, and the allocation of computational resources. (iii) Identifying technologies and architectures that support the orchestration of backend services using serverless computing models across multiple domains, particularly for vertical industries. (iv) Introducing optically-based, ultra-high-speed, low-latency network architectures, with fast optical switching and real-time control, replacing conventional electronic switching to reduce power consumption by an order of magnitude.
Key facts. Cited by 11 papers in the map (data through 7 Oct 2026). Builds on 6 of its 21 references that are in the map. First posted on arXiv 3 Feb 2025.
Builds on
6 of 21 references.
References · 6
- 2023A Survey on Large Language Model based Autonomous Agentscited by 2,203
- 20206G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communicationscited by 108
- 2023Understanding Telecom Language Through Large Language Modelscited by 32
- 2025Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Thingscited by 8
- 2022FaaSLight: General Application-Level Cold-Start Latency Optimization for Function-as-a-Service in Serverless Computingcited by 4
- 2022SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networkscited by 4
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Citing papers per year: 2025: 5; 2026: 6.
11 papers.
- 2025AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challengescited by 167
- 2025Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networkingcited by 9
- 2025LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approachcited by 5
- 2025Agentic AI Systems in Electrical Power Systems Engineering: Current State-of-the-Art and Challengescited by 3
- 2026GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testingcited by 2
- 2025Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communicationscited by 1
- 2026Agentic AI-RAN: Enabling Intent-Driven, Explainable and Self-Evolving Open RAN Intelligencecited by 1
- 2026AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networkscited by 0
- 2026SEAL: An Open, Auditable, and Fair Data Generation Framework for AI-Native 6G Networkscited by 0
- 2026Towards Agentic Test-Driven Quality Assurance for 6G Networkscited by 0
- 2026Agentic Anomaly Detection with ORCA-Style Dynamic Inductive Bias Adaptation in Multimodal Wearable Time Series Datacited by 0
- 2026Agentic Anomaly Detection with ORCA-Style Dynamic Inductive Bias Adaptation in Multimodal Wearable Time Series Data9 Aug 2026
- 2026GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing26 May 2026
- 2026Towards Agentic Test-Driven Quality Assurance for 6G Networks25 Apr 2026
- 2026SEAL: An Open, Auditable, and Fair Data Generation Framework for AI-Native 6G Networks2 Apr 2026
- 2026Agentic AI-RAN: Enabling Intent-Driven, Explainable and Self-Evolving Open RAN Intelligence27 Feb 2026
- 2026AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks8 Feb 2026
- 2025Agentic AI Systems in Electrical Power Systems Engineering: Current State-of-the-Art and Challenges18 Nov 2025
- 2025Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications11 Nov 2025
- 2025LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach18 May 2025
- 2025AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges15 May 2025
- 2025Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking24 Feb 2025
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