Cloud computing provides a facility to access an unlimited pool of resources based on pay-per-use. This work addresses the problems of "job scheduling and resource allocation", which is to schedule and allocate virtual resources to achieve high resource utilization to meet user’s needs with Quality of Service (QoS) parameter. The scheduling is a Non-deterministic Polynomial time (NP) - complete problem. This scheduling and resource allocation concepts are executed under the service of Infrastructure as a Service (IaaS) and the hybrid cloud will use for the deployment model. The scheduling process is concentrated on the objective of minimized time and cost. To perform an optimum schedule the genetic algorithm and bacterial foraging optimization algorithm were hybridized. The fitness function of the genetic algorithm is hybridized with Bacterial Foraging Optimization (BFO) algorithm. The simulation of the environment is using CloudSim tool. Tasks will be represented as instances in [login to view URL] proposed hybrid algorithm efficiently divides the job into tasks with less execution time and minimum delay. Resource allocation is the process of allocating jobs to resources (CPU speed, RAM size, and bandwidth) in the virtual machines. Optimum allocation of a task to VM is an important process. The mutation and crossover operation of the genetic algorithm is combined with the BFO algorithm. Resource allocation parameters are execution time, makespan and throughput. Reliability is one of the important parameter, which is not yet concentrated in previous works. So, the final phase of the research proposal will be to address the reliability measure of resource utilization. The reliability of the proposed model will be analyzed using Design of Experiments (DoE) tool.
12 freelance font une offre moyenne de €165 pour ce travail
Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Pl Plus
Hi, Dear Employer! I am really interested in your project. I have enough experience in CloudSim, Python, C/C++, C#, java programming. I am 100% sure I can satisfy your requirements perfectly. I want a long-term relati Plus
hello,how are you. i read your bid carefully. i am C#, .Net expert and have full experience for 7 years. C#, .Net is my top skill and my interested skill. I can provide most quality and high fast. if you want to su Plus
Hi, Wintergreen Developed more optimization projects in matlab by using Different optimization algorithm like GA, PSO, Fire Fly etc, In optimization wrt Scheduling and Resource allocation We need... 1. Encoding Var Plus
Hi, Me and my team have read the information you have provided and we will be more than happy to work with you and ensure the quality of work and results you expect to receive. You won't regret your decision of cho Plus
Hi! I have checked your requirements on this report. Do you have any additional instruction sheet? What should be the length? AND what should be the referencing style? I know how to draft a report that is not only f Plus
I have a team of writers with heaps of experience available for your services. They will work with the full potential of their working capacities. They can do article writing, content writing, SEO keyword writing, Blog Plus
Hello binoysb007 Hope you are doing great! i have read your job details through your job post Resources Management and Scheduling using Genetic Algorithm And BFO Algorithm in Cloud Computing . I am highly skilled Plus
Hi, I will be glad to help you with the project. The task is quite interesting to me. I have sufficient knowledge and skills to implement the task according to the details provided in a file.
Hello! I'm a talented web developer, full-time freelancer, an Udacity & Google certified Mobile web Specialist and Data Foundation Expert. I had Developed 30+ Alexa Skills, 20+ Actions on Google, Various E-commerce We Plus