Binary Self-Adaptive Salp Swarm Optimization-Based Dynamic Load Balancing in Cloud Computing
نویسندگان
چکیده
In the recent era of cloud computing, huge demand for virtual resource provisioning requires mitigating challenges uniform load distribution as well efficient utilization among machines in datacenters. Salp swarm optimization is one simplest, yet metaheuristic techniques to balance VMs. The proposed methodology has incorporated self-adaptive procedures deal with unpredictable population tasks being executed Moreover, a sigmoid transfer function been integrated solve discrete problem assigned appropriate Thus, algorithm binary salp simulated and compared some approaches, like BSO, MPSO, SSO conflicting scheduling quality service parameters. It observed from result analysis that outperforms terms makespan, response time, degree imbalance while maximizing utilization.
منابع مشابه
Dynamic Load Balancing in Cloud Computing Environments
Advancements in computing and communication technologies have promoted acceptance of cloud computing paradigm in the domain of distributed and high performance computing systems. Because of fast revolutions and availability of state of the art computing technology, and increasing market competition, it has become necessity for service providers to serve the cloud based services in competent way...
متن کاملLoad Balancing in Cloud Computing Using Biogeography Based Optimization
Cloud computing depends on sharing of assets to accomplish intelligibility and economies of scale, like a utility over a network. In this various types of job scheduling and load balancing approaches has been used for this purpose. Various tasks on cloud have to be allocated to different resources for prevention of slow computation process at cloud. In the previous work various algorithms and o...
متن کاملLoad Balancing in Cloud Computing
Cloud computing helps to share data and provide many resources to users. Users pay only for those resources as much they used. Cloud computing stores the data and distributed resources in the open environment. The amount of data storage increases quickly in open environment. So, load balancing is a main challenge in cloud environment. Load balancing is helped to distribute the dynamic workload ...
متن کاملLoad Balancing in Cloud Computing
From a decade ago there has been a quick advancement in the utilization of web and its applications. Distributed computing is otherwise called internet based computing where we lease the registering assets over the web. It is a compensation for each utilization show where you pay for the measure of administrations leased. It gives various focal points over the traditional computing. With cloud ...
متن کاملDynamic Method for Load Balancing in Cloud Computing
The state-of-art of the technology focuses on data processing and sharing to deal with huge amount of data and client’s needs. Cloud computing is a promising technology, which enables one to achieve the aforesaid goal, leading towards enhanced business performance. Cloud computing comes into center of attention immediately when you think about what IT constantly needs: a means to increase capac...
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: International Journal of Information Technology and Web Engineering
سال: 2022
ISSN: ['1554-1053', '1554-1045']
DOI: https://doi.org/10.4018/ijitwe.295964