Intelligent Multi-Domain Edge Orchestration for Highly Distributed Immersive Services: An Immersive Virtual Touring Use Case

被引:3
|
作者
Benmerar, Tarik Zakaria [1 ]
Theodoropoulos, Theodoros [2 ]
Fevereiro, Diogo [3 ]
Rosa, Luis [3 ]
Rodrigues, Joao [4 ]
Taleb, Tarik [5 ]
Barone, Paolo [6 ]
Tserpes, Konstantinos [2 ]
Cordeiro, Luis [3 ]
机构
[1] ICTFICIAL Oy, Espoo, Finland
[2] Harokopio Univ Athens, Athens, Greece
[3] OneSource, Coimbra, Portugal
[4] Cyango, Lisbon, Portugal
[5] Univ Oulu, Oulu, Finland
[6] Hewlett Packard Enterprise, Milan, Italy
基金
欧盟地平线“2020”;
关键词
Edge cloud; immersive service; orchestration; cluster; Kubernetes; centralized management; decentralized management; MANAGEMENT; NETWORK;
D O I
10.1109/EDGE60047.2023.00061
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Edge cloud technologies in tandem with AI-enabled solutions can contribute to overcoming the challenges that pertain the distributed execution of immersive services and contribute towards providing a positive experience for the end-users. Intelligent resource management, orchestration, and prediction systems can optimize the deployment of services, adapt to changing demands, and ensure that the services are running smoothly. This paper introduces a novel architectural paradigm capable of facilitating multi-domain edge orchestration for highly distributed immersive services by incorporating a plethora of AI solutions and technological enablers that can support multi-domain edge deployments. The proposed architecture is designed to operate on the basis of multi-level specification blueprints, which decouple the simple high-level user-intent infrastructure definition from the AI-driven orchestration and the final execution plan. The Application Management Framework (AMF) offers a visual language and tool that can be used as an alternative to a formal method for creating the intent blueprint. In the frame of this work, the latter is validated by an immersive virtual touring use-case scenario.
引用
收藏
页码:381 / 392
页数:12
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