Pooling of Heterogeneous Computing Resources: A Novel Approach based on Multi-Edge-Agent Concept

Florent Carlier, Virginie Fresse, Jean-Paul Jamont, Loic Pallardy, Arnaud Rosay

2020

Abstract

Advanced driving assistance systems are major innovations in vehicles requiring more and more electronic systems both inside and outside cars and trucks and using vehicle to vehicle and vehicle to infrastructure communications. Electric/Electronic architecture of modern vehicle is based on clustering of Electronic Control Units (ECU) either by domain or by physical location. Innovation in the field of transportation is often related to the introduction of new software requiring the addition of hardware. This is a barrier to disseminate innovation in existing vehicles. The most appropriate solution to overcome this problem consists in fully exploiting under-utilized computing resources rather than adding new ones. In this paper, we propose a novel approach to manage a pool of resources by introducing the concept of EdgeAgent model. Pooling of resources is managed by three types of EdgeAgents: Mediator, Allocator and Processor. The resulting system architecture is based on IoT-a (agents as close as possible to hardware) and Avatar (virtualizing the representation of the hardware in high level: Cloud and Edge computing). The result of this work enables extension of vehicle management and functionalities while considering the environment for vehicles of the future.

Paper Citation

in Harvard Style

Carlier F., Fresse V., Jamont J., Pallardy L. and Rosay A. (2020). Pooling of Heterogeneous Computing Resources: A Novel Approach based on Multi-Edge-Agent Concept. In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-395-7, pages 185-192. DOI: 10.5220/0008954301850192

in Bibtex Style

@conference{icaart20,
author={Florent Carlier and Virginie Fresse and Jean-Paul Jamont and Loic Pallardy and Arnaud Rosay},
title={Pooling of Heterogeneous Computing Resources: A Novel Approach based on Multi-Edge-Agent Concept},
booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2020},
pages={185-192},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008954301850192},
isbn={978-989-758-395-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Pooling of Heterogeneous Computing Resources: A Novel Approach based on Multi-Edge-Agent Concept
SN - 978-989-758-395-7
AU - Carlier F.
AU - Fresse V.
AU - Jamont J.
AU - Pallardy L.
AU - Rosay A.
PY - 2020
SP - 185
EP - 192
DO - 10.5220/0008954301850192