Energy and QoS Optimization in Fog/Edge Computing Via Brownout

Venkatesan, Nandhini (2022) Energy and QoS Optimization in Fog/Edge Computing Via Brownout. Masters thesis, Dublin, National College of Ireland.

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Abstract

Cloud computing is used to store and handle the enormous and diverse amounts of data produced by the Internet of Things (IoT). However, there are other difficulties with the cloud, such as an increase in latency and reaction time for realtime applications. Additionally, this can lead to a rise in energy use and resource waste. In order to address this issue, a new paradigm for cloud computing called fog/edge computing has been created. Despite offering a solution to the problems described, this paradigm for real-time applications still requires the development of resource-aware and energy-efficient techniques due to the limited computational power available in fog nodes and the battery life of edge devices. This study proposed a controller for container-based micro-service application in cloud-fog environment based on brownout method, and evaluated energy consumption, SLA, Execution .The experiments shows that the SLA violation and energy consumption has positive impact using the brownout approach but not the Execution time.

Item Type:	Thesis (Masters)
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Cloud computing
Divisions:	School of Computing > Master of Science in Cloud Computing
Depositing User:	Tamara Malone
Date Deposited:	16 Dec 2022 09:52
Last Modified:	16 Dec 2022 09:52
URI:	https://norma.ncirl.ie/id/eprint/5987

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