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A Novel Cloud-Based Task Scheduling in Fog Computing by Using Heuristic Approach

Kavuri, Rajesh (2019) A Novel Cloud-Based Task Scheduling in Fog Computing by Using Heuristic Approach. Masters thesis, Dublin, National College of Ireland.

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Abstract

With the rapid development of the Internet of Things (IoT), user load is increasing day by day on Cloud infrastructure. Fog computing similar to Edge computing, was introduced between Client and Cloud layer. Fog Computing is attractive due to its real-time services, reduction of transmission delay, response time and processing times. To support such computing there will be a need for very efficient task scheduling like Prioritized scheduling algorithm. This paper presents a Priority-based task scheduling for computing by carrying different parameters like response time, Overall cost and transfer cost. Performance evaluation of Prioritized scheduling shows it performs much efficiently than other algorithms by reducing the response time by 83.46% and Virtual machine cost by 46%.
Keywords: Internet of Things, Task scheduling, Fog Computing, Prioritized Algorithm, Cloud-analyst Simulator

Item Type: Thesis (Masters)
Subjects: Q Science > QA Mathematics > Electronic computers. Computer science
T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science

Q Science > QA Mathematics > Computer software
T Technology > T Technology (General) > Information Technology > Computer software

T Technology > T Technology (General) > Information Technology > Cloud computing
Divisions: School of Computing > Master of Science in Cloud Computing
Depositing User: Dan English
Date Deposited: 09 Jun 2020 09:26
Last Modified: 09 Jun 2020 09:26
URI: http://norma.ncirl.ie/id/eprint/4250

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