Efficient Task Scheduling in Cloud Systems with Adaptive Discrete Chimp Algorithm
نویسندگان
چکیده
Successful task scheduling is one of the priority actions to increase energy efficiency, commercial earnings, and customer satisfaction in cloud computing. On other hand, since processes are NP-hard problems, it difficult talk about an absolute solution, especially scenarios with large numbers. For this reason, metaheuristic algorithms frequently used solving these problems. This study focuses on metaheuristic-based solution optimization makespan, which important problems The adapted Chimp Optimization Algorithm, enhanced exploration exploitation phases, proposed for first time solve solutions obtained from algorithm, can use different mathematical functions, discussed comparatively. also tested CloudSim simulator they prove their performance environment.
منابع مشابه
Optimization Task Scheduling Algorithm in Cloud Computing
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...
متن کاملoptimization task scheduling algorithm in cloud computing
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...
متن کاملTASA: A New Task Scheduling Algorithm in Cloud Computing
Cloud computing refers to services that run in a distributed network and are accessible through common internet protocols. It merges a lot of physical resources and offers them to users as services according to service level agreement. Therefore, resource management alongside with task scheduling has direct influence on cloud networks’ performance and efficiency. Presenting a proper scheduling ...
متن کاملtasa: a new task scheduling algorithm in cloud computing
cloud computing refers to services that run in a distributed network and are accessible through common internet protocols. it merges a lot of physical resources and offers them to users as services according to service level agreement. therefore, resource management alongside with task scheduling has direct influence on cloud networks’ performance and efficiency. presenting a proper scheduling ...
متن کاملEfficient Optimal Algorithm of Task Scheduling in Cloud Computing Environment
Cloud computing is an emerging technology in distributed computing which facilitates pay per model as per user demand and requirement. Cloud consist of a collection of virtual machine which includes both computational and storage facility. The primary aim of cloud computing is to provide efficient access to remote and geographically distributed resources. Cloud is developing day by day and face...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Balkan journal of electrical & computer engineering
سال: 2022
ISSN: ['2147-284X']
DOI: https://doi.org/10.17694/bajece.989467