An Energy-Efficient Hybrid Scheduling Algorithm for Task Scheduling in the Cloud Computing Environments

نویسندگان

چکیده

The main intent of the cloud computing to provide utilities demands users that are booming day by day. To meet requirements, existing scheduling algorithms focus on improving performance and neglecting energy consumed fulfill those demands. Hence, we propose a new Hybrid Scheduling Algorithm (HS) which is based Genetic (GA) Flower Pollination (FPA) for environments. proposed algorithm has surpassed in terms across various parameters, i.e. completion time, resource utilization, cost computation, consumption both environments than (GA FPA). simulation results revealed HS demonstrated maximum utilization with minimum less time execution tasks as compared have shown resources, 36% better GA 16% FPA homogeneous environment whereas heterogenous environment, performed 12% 3.8% FPA. an improvement 2.6% from 6.9% reduced 17.8% 33.7% heterogeneous environment. For consumption, improved 22% 11% 4% 14%

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

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 کامل

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 کامل

TASA: 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 کامل

Energy Efficient Task Scheduling in Cloud Computing

Although cloud computing has been widely adopted by the industry, but the research on cloud computing is still at an infancy stage. Energy management is one of the challenging research issues. Cloud Infrastructure is the most important component in a cloud. It may consists tens of thousands of servers, network disks and devices, and typically serve millions of users globally. Such a large-scale...

متن کامل

tasa: 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 کامل

ذخیره 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: IEEE Access

سال: 2021

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2021.3105727