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Sadoon Azizi

Sadoon Azizi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 65456
Faculty: Faculty of Engineering
Address: Room No. 206, Department of Computer Engineering and Information Technology , Faculty of Engineering , University of Kurdistan, Sanandaj, Iran.
Phone:

Research

Title
Energy-Efficient and Quality of Service-aware Service Placement in the Fog-Cloud System
Type
Thesis
Keywords
Internet of Things (IoT), fog computing, cloud computing, service placement, quality of service (QoS), energy consumption.
Year
2020
Researchers Sadoon Azizi(PrimaryAdvisor)، Hiwa Omer Hassan(Student)

Abstract

Thanks to the Internet of Things (IoT), fog computing, and cloud computing, the number of IoT-based applications are growing more and more. An IoT-based application can decompose into a number of services where each of them has some specific characteristics such as a predefined deadline, computing resource requirements, and size. Since fog computing devices in a fog-cloud environment have different delay and power consumption profiles, the placement of IoT services in such an environment is a challenging task. Motivated by this, in this research, we propose an efficient policy, called MinRE, for service placement problem in fog-cloud computing systems. To provide both Quality of Service (QoS) for IoT services and energy efficiency for Fog Service Providers (FSPs), we classify applications into two categories: critical applications and normal ones. For critical applications, we propose MinRes, which aims to minimize response time, and for normal applications, we propose MinEng, whose goal is reducing the energy consumption of fog environment. We first run MinRes to host critical applications on fog nodes as far as possible. We conduct extensive simulation experiments to evaluate the performance of the proposed policy. The results show that our policy outperforms others in terms of percentage of deadline satisfied services and energy efficiency.