Heuristic and Meta-Heuristic Optimization Models for Task Scheduling in Cloud-Fog Systems: A Review
نویسندگان
چکیده
منابع مشابه
Task Scheduling Optimization in Cloud Computing Based on Heuristic Algorithm
Cloud computing is an emerging technology and it allows users to pay as you need and has the high performance. Cloud computing is a heterogeneous system as well and it holds large amount of application data. In the process of scheduling some intensive data or computing an intensive application, it is acknowledged that optimizing the transferring and processing time is crucial to an application ...
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The problem of assigning and scheduling parallel job tasks onto multiple processing elements is a complex one and has resulted in numerous heuristics aimed at approximating an optimal solution. A heuristic based on the well known list scheduling is proposed here. Dubbed Rule-List Scheduling (RLS), it compares well against other heuristics when using program total completion time as a metric. In...
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Today's competitive conditions have caused the projects to be carried out in the least possible time with limited resources. Therefore, managing and scheduling a project is a necessity for the project. The timing of a project is to specify a sequence of times for a series of related activities. According to their priority and their latency, so that between the time the project is completed and ...
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Since software systems play an important role in applications more than ever, the security has become one of the most important indicators of softwares.Cloud computing refers to services that run in a distributed network and are accessible through common internet protocols. Presenting a proper scheduling method can lead to efficiency of resources by decreasing response time and costs. This rese...
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Task assignment problem (TAP) involves assigning a number of tasks to a number of processors in distributed computing systems and its objective is to minimize the sum of the total execution and communication costs, subject to all of the resource constraints. TAP is a combinatorial optimization problem and NP-complete. This paper proposes a hybrid meta-heuristic algorithm for solving TAP in a ...
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ژورنال
عنوان ژورنال: Iraqi Journal for Electrical and Electronic Engineering
سال: 2020
ISSN: 2078-6069,1814-5892
DOI: 10.37917/ijeee.16.2.11