Design of a Computational Offloading Platform for Immersive Experiences in Digital Culture

Vasileios Komianos, Athanasios Tsipis, Katerina Kontopanagou
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Abstract

Recent advances in three-dimensional (3D) media delivery technologies, such as Augmented and Mixed Reality, have paved the way towards the realization of high-quality immersive experiences in digital culture applications. Nowadays, these services play a crucial role in cultural heritage dissemination, transforming visitors from passive spectators into proactive culture caretakers and content creators. Nevertheless, they demand significant computational resources and are subject to low delay tolerances, that are generally difficult to acquire via standard mobile devices. Under this scope, the current paper deals with the preliminary design of a hybrid cloud/edge computing platform for the support of digital culture applications. The goal is to recognize computationally intensive services that are to be offloaded based on their resource and time criticality to the cloud or edge respectively, and offer constant guarantees regarding the visitors’ Quality of Experience. The use case of Byzantine Monuments and Churches is also reported to better contextualize the approach and present the platform’s layering and data flow.
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数字文化中沉浸式体验的计算卸载平台设计
增强现实和混合现实等三维(3D)媒体传输技术的最新进展为在数字文化应用中实现高质量沉浸式体验铺平了道路。如今,这些服务在文化遗产传播中发挥着至关重要的作用,将游客从被动的观众转变为主动的文化守护者和内容创造者。然而,它们需要大量的计算资源,并且受限于低延迟容限,这通常很难通过标准移动设备获得。在此范围内,本文讨论了支持数字文化应用的混合云/边缘计算平台的初步设计。目标是识别计算密集型服务,这些服务将根据其资源和时间的重要性分别卸载到云或边缘,并为访问者的体验质量提供持续的保证。拜占庭纪念碑和教堂的用例也可以更好地将该方法置于环境中,并展示平台的分层和数据流。
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