Resource optimization in cloud computing using dynamic load balancing technique
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.
| Автори: | , , , , |
|---|---|
| Інші автори: | |
| Формат: | Дисертація |
| Мова: | English |
| Опубліковано: |
Brac University
2021
|
| Предмети: | |
| Онлайн доступ: | http://hdl.handle.net/10361/15154 |
| id |
10361-15154 |
|---|---|
| record_format |
dspace |
| spelling |
10361-151542022-01-26T10:19:57Z Resource optimization in cloud computing using dynamic load balancing technique Rafid, Mutasim Hossain, Jeba Tahsin Ali, Mir Nafisa Abonti, Nafisa Tabassum Masud, Anika Mostakim, Moin Hossain, Muhammad Iqbal Department of Computer Science and Engineering, Brac University Cloud computing Virtual machine (VM) Resource optimization Load balancing technique/algorithm Weighted least connections Resource allocation Mathematical optimization This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. Cataloged from PDF version of thesis. Includes bibliographical references (page 47-48). In this dynamic era of science and technology, the endless advancement of cloud computing and the tireless usage of different devices now demands more optimized cloud–based services to users over the internet system. Furthermore, most of the cloud computing architectures are implemented in such a way that it only works like one user per one virtual machine (VM) for which, it leads to an extensive wastage of resources. That is why, the urge of dynamic partitioning of applications in cloud servers based on the availability of resources is crucial in achieving the best usage of virtual machines for any computationally intensive applications. Therefore, adapting a load balancing technique that provides an efficient and fair allocation of cloud resources while providing high availability to the end users is a necessity of time. That is why, we worked on dynamic performance optimizing load balancing algorithm “Weighted least connections” and we tried to show why it is the best load balancing algorithm according to our paper’s purpose of utilizing one VM for multiple users on cloud servers. We examined our proposed algorithm with our proposed Virtual Machine environment and found that our algorithm and environment is far more efficient than other single VM based cloud architecture. Mutasim Rafid Jeba Tahsin Hossain Mir Nafisa Ali Nafisa Tabassum Abonti Anika Masud B. Computer Science 2021-10-06T06:57:04Z 2021-10-06T06:57:04Z 2021 2021 Thesis ID: 17101304 ID: 20241066 ID: 16301125 ID: 17101465 ID: 17101236 http://hdl.handle.net/10361/15154 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 49 Pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Cloud computing Virtual machine (VM) Resource optimization Load balancing technique/algorithm Weighted least connections Resource allocation Mathematical optimization |
| spellingShingle |
Cloud computing Virtual machine (VM) Resource optimization Load balancing technique/algorithm Weighted least connections Resource allocation Mathematical optimization Rafid, Mutasim Hossain, Jeba Tahsin Ali, Mir Nafisa Abonti, Nafisa Tabassum Masud, Anika Resource optimization in cloud computing using dynamic load balancing technique |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. |
| author2 |
Mostakim, Moin |
| author_facet |
Mostakim, Moin Rafid, Mutasim Hossain, Jeba Tahsin Ali, Mir Nafisa Abonti, Nafisa Tabassum Masud, Anika |
| format |
Thesis |
| author |
Rafid, Mutasim Hossain, Jeba Tahsin Ali, Mir Nafisa Abonti, Nafisa Tabassum Masud, Anika |
| author_sort |
Rafid, Mutasim |
| title |
Resource optimization in cloud computing using dynamic load balancing technique |
| title_short |
Resource optimization in cloud computing using dynamic load balancing technique |
| title_full |
Resource optimization in cloud computing using dynamic load balancing technique |
| title_fullStr |
Resource optimization in cloud computing using dynamic load balancing technique |
| title_full_unstemmed |
Resource optimization in cloud computing using dynamic load balancing technique |
| title_sort |
resource optimization in cloud computing using dynamic load balancing technique |
| publisher |
Brac University |
| publishDate |
2021 |
| url |
http://hdl.handle.net/10361/15154 |
| work_keys_str_mv |
AT rafidmutasim resourceoptimizationincloudcomputingusingdynamicloadbalancingtechnique AT hossainjebatahsin resourceoptimizationincloudcomputingusingdynamicloadbalancingtechnique AT alimirnafisa resourceoptimizationincloudcomputingusingdynamicloadbalancingtechnique AT abontinafisatabassum resourceoptimizationincloudcomputingusingdynamicloadbalancingtechnique AT masudanika resourceoptimizationincloudcomputingusingdynamicloadbalancingtechnique |
| _version_ |
1814309048916377600 |