Task Scheduling in Cloud Computing: A Priority-Based Heuristic Approach
نویسندگان
چکیده
In this paper, a task scheduling problem for cloud computing environment is formulated by using the M/M/n queuing model. A priority assignment algorithm designed to employ new data structure named waiting time matrix assign individual tasks upon arrival. addition this, queue implements unique concept based on principle of Fibonacci heap extracting with highest priority. This work introduces parallel in which and building executed respect non-preemptive preemptive nature tasks. The proposed illustrated step-by-step manner an appropriate number performance model compared terms overall CPU against some existing techniques like BATS, IDEA, BATS+BAR determine efficacy our algorithms. Additionally, three distinct scenarios have been considered demonstrate competency method handling different priorities. Furthermore, also applied dynamic 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 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 کاملTask 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 ...
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 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: IEEE Access
سال: 2023
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2023.3255781