Angelos Antonopoulos

Distributed Agentic AI Framework for Autonomous Edge-Cloud Service Orchestration

Berend J.D. Gort, Godfrey Kibalya, Angelos Antonopoulos

Distributed Agentic AI Framework for Autonomous Edge-Cloud Service Orchestration

Berend J.D. Gort, Godfrey Kibalya, Angelos Antonopoulos

Advances on Unified Architecture for Open RAN-enabled Distributed and Scalable 6G Networks

L Blanco, Cristian J. Vaca-Rubio, Jorge Baranda, Farhana Javed et autres

UNITY-6G introduces a AI-natively framework that unifies terrestrial (TN), non-terrestrial (NTN), and non-public networks (NPN), treating connectivity, computing, and intelligence as interdependent resources. The architecture utilizes an Inter-Domain Management Orchestrator (IDMO) based on Service-Based Management Architecture (SBMA) principles to coordinate services across …

es, il, ch, nl, de, us, Madagascar, au, gr, it, pl, sg, gb, fr (code pays fourni par la source)

Advances on Unified Architecture for Open RAN-enabled Distributed and Scalable 6G Networks

L Blanco, Cristian J. Vaca-Rubio, Jorge Baranda, Farhana Javed et autres

UNITY-6G introduces a AI-natively framework that unifies terrestrial (TN), non-terrestrial (NTN), and non-public networks (NPN), treating connectivity, computing, and intelligence as interdependent resources. The architecture utilizes an Inter-Domain Management Orchestrator (IDMO) based on Service-Based Management Architecture (SBMA) principles to coordinate services across …

es, il, ch, nl, de, us, Madagascar, au, gr, it, pl, sg, gb, fr (code pays fourni par la source)

Distributed Agentic AI Framework for Autonomous Edge-Cloud Service Orchestration

Berend J.D. Gort, Godfrey Kibalya, Angelos Antonopoulos

Orchestrating services across heterogeneous 6G edge-cloud infrastructures requires autonomous coordination systems managing distributed computational resources while satisfying Quality-of-Service (QoS) requirements. Recent advances in Large Language Models (LLMs) enable development of autonomous agents capable of complex reasoning and decision-making for such orchestration tasks. …

es (code pays fourni par la source)

Coupling Orchestration and DNS for Seamless Service Migration in the Edge–Cloud Continuum

Michail Dalgitsis, Eftychia Datsika, Marc Palacín, Peini Liu et autres

Modern distributed applications increasingly span an edge-cloud continuum, where services may need to dynamically migrate between far-edge, near-edge, and cloud environments to meet latency, resource, or policy constraints. Ensuring seamless service continuity during such migrations remains a significant challenge, particularly due to …

es (code pays fourni par la source)

Mobility Usecase: Intelligent Service Migration in Cloud-Edge Continuum

Peini Liu, J. Torra, Marc Palacín, Michail Dalgitsis et autres

As industries increasingly embrace digital and intelligent transformation, enterprises face significant challenges in the containerization upgrades for their Artificial Intelligence(AI) applications and dynamic service migration and management in Cloud-Edge continuum(CEC). This paper presents CloudSkin, an innovative platform designed to realize streamlined, seamless …

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Integrating Reliability into Intent-Driven Orchestration on Kubernetes-based Edge Nodes

Josep Ll. Berral, David Aguilera-Luzón, Peini Liu, Ramón Nou et autres

Placing workloads across the Edge and Cloud can be performed through containerization. However, conditions in Edge nodes are very different from Cloud, as environmental factors such as temperature, humidity, voltage provisioning or dust, heavily affect execution performance and device health. Reliability is …

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Deep Reinforcement Learning-Based Slice-aware Caching for Integrated TN/NTN 6G Networks

Godfrey Kibalya, Michail Dalgitsis, Musbah Shaat, Angelos Antonopoulos

The sixth generation (6G) of mobile networks seeks to leverage Integrated Terrestrial and Non-Terrestrial Networks (ITNTN) to support next-generation applications. However, despite increased network densification, meeting the stringent latency requirements—particularly for delay-sensitive applications—remains a significant challenge due to the high latency overhead …

es (code pays fourni par la source)

AgentEdge: Agentic AI for Service Orchestration in the Edge-Cloud Continuum

Berend J.D. Gort, Godfrey Kibalya, Angelos Antonopoulos

The recent emergence of Generative Artificial Intelligence (GenAI), particularly Large Language Models (LLMs), has enabled the development of autonomous agents capable of making complex decisions and coordinating actions across distributed systems. This evolution toward agentic AI systems presents significant opportunities for sixth …

UNITY-6G: UNified archITecture for Open RANenabled Distributed, Scalable and SustainabilitYenhanced 6G Networks

Luis Blanco-Cocom, Selva Vía, Cristian J. Vaca-Rubio, Engin Zeydan et autres

This paper proposes a highly sustainable and scalable integrated AI-native architecture defining UNified archITecture for Open RAN-enabled Distributed, Scalable and SustainabilitY-enhanced 6G Networks (UNITY-6G) project that can support the diverse requirements of 6G networks by relying on advanced technologies, such as distributed …

es, ch, be, de, gr, it (code pays fourni par la source)

Exploiting 6G RAN and Core Network Information for Intelligent Edge-Cloud Service Orchestration

Michail Dalgitsis, Godfrey Kibalya, María A. Serrano, Jordi Serra et autres

The advent of 5G networks and the imminent evolution to 6 G have driven significant changes in mobile network architecture, emphasizing edge-cloud integration, network softwarization, and Application Programmable Interface (API)-driven service delivery. To optimize resource allocation, service scaling, and service migration, mobile …

es (code pays fourni par la source)