An Intelligent Edge Embedded Data Center

This article focuses on the development of an intelligent data center at the Edge, using nodes that include servers. The primary advantage of these Edge data centers is their ability to quickly respond to user demands while utilizing only Edge resources. Additionally, they reduce energy consumption by eliminating the need for intermediate equipment like routers, switches, and repeaters on optical fiber. The article also aims to provide Artificial Intelligence (AI) functions, specifically focusing on handling Small Language Models (SLMs) to meet the growing demand for AI capabilities. The final section of this article presents a case study involving a prototype network of drones capable of autonomously responding to a variety of requests.

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Publication Details

Published
2024-11-27
DOI
https://doi.org/10.1109/cloudnet62863.2024.10815907
Primary Topic
Advanced Sensor and Control Systems
Type
article
Field-Weighted Citation Impact
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article

An Intelligent Edge Embedded Data Center

Abdelhadi Azzouni, Thi Mai Trang Nguyen, Guy Pujolle
Advanced Sensor and Control Systems
article

An Intelligent Edge Embedded Data Center

Abdelhadi Azzouni, Thi Mai Trang Nguyen, Guy Pujolle
article en

Abstract

This article focuses on the development of an intelligent data center at the Edge, using nodes that include servers. The primary advantage of these Edge data centers is their ability to quickly respond to user demands while utilizing only Edge resources. Additionally, they reduce energy consumption by eliminating the need for intermediate equipment like routers, switches, and repeaters on optical fiber. The article also aims to provide Artificial Intelligence (AI) functions, specifically focusing on handling Small Language Models (SLMs) to meet the growing demand for AI capabilities. The final section of this article presents a case study involving a prototype network of drones capable of autonomously responding to a variety of requests.

Université Sorbonne Paris Nord (FR)
Openalex Percentile: Top 70%
Advanced Sensor and Control Systems
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