A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment

2020 ◽  
Author(s):  
Jieqi Cui ◽  
Pengfei Chen ◽  
Guangba Yu
Keyword(s):  
Load Balancing ◽  
Dynamic Load ◽  
Dynamic Load Balancing ◽  
Cloud Environment ◽  
Multi Cloud

scholarly journals Dynamic Load Balancing Ant Colony Optimization (DLBACO) Algorithm for Task Scheduling in Cloud Environment

2019 ◽  
Vol 8 (12) ◽  
pp. 939-946
Keyword(s):  
Load Balancing ◽  
Ant Colony Optimization ◽  
Task Scheduling ◽  
Dynamic Load ◽  
Heuristic Algorithms ◽  
Scheduling Algorithm ◽  
Ant Colony ◽  
Dynamic Load Balancing ◽  
Cloud Environment ◽  
Task Scheduling Algorithm

Cloud computing is a framework which provides on-demand services to the user for scalability, security, and reliability based on pay as used service anytime & anywhere. For load balancing, task scheduling is the most critical issues in the cloud environment. There are so many meta-heuristic algorithms used to solve the load balancing problem. A good task scheduling algorithm should be used for optimum load balancing in cloud environment. Such scheduling algorithm must have some vital characteristic like minimum makespan, maximum throughput, and maximum resource utilization, etc. In this paper, a dynamic load balancing and task scheduling algorithm based on ant colony optimization (DLBACO) has been proposed. This algorithm assigns the task the VM which has highest probability of availability in minimum time. The proposed algorithm balances the whole system by minimizing the makespan of the task and maximizing the throughput. CloudSim simulator is used to simulate the proposed scheduling algorithm and results show that the proposed (DLBACO) algorithm is better than the existing algorithms such as FCFS, LBACO (Load balancing ACO), and primary ACO

scholarly journals Energy Efficient Dynamic Load Balancing Algorithm for Cloud Environment

2015 ◽  
Vol 120 (4) ◽  
pp. 30-33
Author(s):  
Akbarali kharodia ◽  
Rutvik Mehta ◽  
Miren Karmta ◽  
M.B.Potdar M.B.Potdar
Keyword(s):  
Load Balancing ◽  
Dynamic Load ◽  
Energy Efficient ◽  
Dynamic Load Balancing ◽  
Cloud Environment ◽  
Load Balancing Algorithm
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