Quasi Oppositional Dragonfly Algorithm for Load Balancing in Cloud Computing Environment
نویسندگان
چکیده
In cloud computing (CC), load balancing tasks remain a critical problem in distributing resources from data center. Ensure that every virtual machine (VM) has balanced to maximize capacity utilization. the CC world, is Non-Polynomial (NP) resolved with metaheuristic algorithms. A new Quasi-Oppositional Dragonfly Algorithm for Load Balancing (QODA-LB) been developed obtain optimum resource scheduling configuration. The proposed QODA-LB algorithm uses three variables calculate an objective function: execution time, cost, and charge. assigns VM according its potential resulting function. Also, employs Based Learning principle increase standard convergence rate of (DA) algorithm. complete series experiments were conducted, results analyzed various ways ensure increased efficiency Simulation demonstrated optimal outperformed key approaches.
منابع مشابه
Efficient Load Balancing Algorithm in Cloud Environment
Load balancing is the process of distributing the load among various nodes of a distributed system to improve both resource utilization and job response time while also avoiding a situation where some of the nodes are heavily loaded while other nodes are idle or doing very little work. This paper presents an approach for scheduling algorithms that can maintain the load balancing and provides be...
متن کاملLoad Balancing in Distributed Systems for Cloud Computing Environment
T h e load balancing in the cloud architecture is a important performance for the cloud environment. The advanced and prior load balancing will provided tremendous advantages to the cloud users. In case of a client server architecture still the architecture need some improvements. The improvements basically need the query based wireless sensor networks. The main objective of our project is to d...
متن کاملHybrid Scheduling Algorithm for Efficient Load Balancing In Cloud Computing
Navpreet Singh M. tech Scholar, CSE & IT Deptt., BBSB Engineering College, Fatehgarh Sahib, Punjab, India (IKG Punjab Technical University, Jalandhar) [email protected] Dr. Kanwalvir Singh Dhindsa Professor, CSE & IT Deptt., BBSB Engineering College, Fatehgarh Sahib, Punjab, India (IKG Punjab Technical University, Jalandhar) [email protected] ---------------------------------...
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 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: Wireless Personal Communications
سال: 2021
ISSN: ['1572-834X', '0929-6212']
DOI: https://doi.org/10.1007/s11277-021-09022-w