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Authors: Ilir Murturi 1 ; Chao Jia 2 ; Bernhard Kerbl 2 ; Michael Wimmer 2 ; Schahram Dustdar 1 and Christos Tsigkanos 1

Affiliations: 1 Distributed Systems Group, TU Wien, Vienna, Austria ; 2 Research Unit of Computer Graphics, TU Wien, Vienna, Austria

Keyword(s): Edge Architectures, Computational Workloads, Edge-cloud Continuum.

Abstract: Contemporary applications such as those within Augmented or Virtual Reality (AR/VR) pose challenges for software architectures supporting them, which have to adhere to stringent latency, data transmission, and performance requirements. This manifests in processing 3D models, whose 3D contents are increasingly generated procedurally rather than explicitly, resulting in computational workloads (i.e., perceived as Procedural Geometry Workloads) with particular characteristics and resource requirements. Traditionally, executing such workloads takes place in resource-rich environments such as the cloud. However, the massive amount of data transfer, heterogeneous devices, and networks involved affect latency, which in turn causes low-quality visualization in user-facing applications (e.g., AR/VR). To overcome such challenges, processing elements available close to end users can be leveraged to generate 3D models instead, and as such the edge emerges as a central architectural entity. This paper describes such procedural geometry workloads, their particular characteristics, and challenges to execute them on heterogeneous devices. Furthermore, we propose an architecture capable of provisioning procedural geometry workloads in edge scenarios. (More)

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Paper citation in several formats:
Murturi, I.; Jia, C.; Kerbl, B.; Wimmer, M.; Dustdar, S. and Tsigkanos, C. (2021). On Provisioning Procedural Geometry Workloads on Edge Architectures. In Proceedings of the 17th International Conference on Web Information Systems and Technologies - WEBIST; ISBN 978-989-758-536-4; ISSN 2184-3252, SciTePress, pages 354-359. DOI: 10.5220/0010687800003058

@conference{webist21,
author={Ilir Murturi. and Chao Jia. and Bernhard Kerbl. and Michael Wimmer. and Schahram Dustdar. and Christos Tsigkanos.},
title={On Provisioning Procedural Geometry Workloads on Edge Architectures},
booktitle={Proceedings of the 17th International Conference on Web Information Systems and Technologies - WEBIST},
year={2021},
pages={354-359},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010687800003058},
isbn={978-989-758-536-4},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 17th International Conference on Web Information Systems and Technologies - WEBIST
TI - On Provisioning Procedural Geometry Workloads on Edge Architectures
SN - 978-989-758-536-4
IS - 2184-3252
AU - Murturi, I.
AU - Jia, C.
AU - Kerbl, B.
AU - Wimmer, M.
AU - Dustdar, S.
AU - Tsigkanos, C.
PY - 2021
SP - 354
EP - 359
DO - 10.5220/0010687800003058
PB - SciTePress