Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing
Data replications effectively replicate the same data to various multiple locations to accomplish the objective of zero loss of information in case of failures without any downtown. Dynamic data replication strategies (providing run time location of replicas) in clouds should optimize the key perfor...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2021-03-01
|
| Series: | Electronics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-9292/10/6/672 |
| _version_ | 1797541505605304320 |
|---|---|
| author | Quadri Waseem Wan Isni Sofiah Wan Din Sultan S. Alshamrani Abdullah Alharbi Amril Nazir |
| author_facet | Quadri Waseem Wan Isni Sofiah Wan Din Sultan S. Alshamrani Abdullah Alharbi Amril Nazir |
| author_sort | Quadri Waseem |
| collection | DOAJ |
| description | Data replications effectively replicate the same data to various multiple locations to accomplish the objective of zero loss of information in case of failures without any downtown. Dynamic data replication strategies (providing run time location of replicas) in clouds should optimize the key performance indicator parameters, like response time, reliability, availability, scalability, cost, availability, performance, etc. To fulfill these objectives, various state-of-the-art dynamic data replication strategies has been proposed, based on several criteria and reported in the literature along with advantages and disadvantages. This paper provides a quantitative analysis and performance evaluation of target-oriented replication strategies based on target objectives. In this paper, we will try to find out which target objective is most addressed, which are average addressed, and which are least addressed in target-oriented replication strategies. The paper also includes a detailed discussion about the challenges, issues, and future research directions. This comprehensive analysis and performance evaluation based-work will open a new door for researchers in the field of cloud computing and will be helpful for further development of cloud-based dynamic data replication strategies to develop a technique that will address all attributes (Target Objectives) effectively in one replication strategy. |
| first_indexed | 2024-03-10T13:17:01Z |
| format | Article |
| id | doaj.art-04650984eddc416aa13f6f20738bdae9 |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-10T13:17:01Z |
| publishDate | 2021-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-04650984eddc416aa13f6f20738bdae92023-11-21T10:16:12ZengMDPI AGElectronics2079-92922021-03-0110667210.3390/electronics10060672Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud ComputingQuadri Waseem0Wan Isni Sofiah Wan Din1Sultan S. Alshamrani2Abdullah Alharbi3Amril Nazir4AnalytiCray, No 2-16, Jalan Pandan Prima 2, Dataran Pandan Prima, Kuala Lumpur 55100, MalaysiaFaculty of Computing, Universiti Malaysia Pahang, Gambang, Pahang 26300, MalaysiaDepartment of Information Technology, College of Computer and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi ArabiaDepartment of Information Technology, College of Computer and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi ArabiaCollege of Technological Innovation, Abu Dhabi Campus, Zayed University, P.O. Box 144534, Abu Dhabi, United Arab EmiratesData replications effectively replicate the same data to various multiple locations to accomplish the objective of zero loss of information in case of failures without any downtown. Dynamic data replication strategies (providing run time location of replicas) in clouds should optimize the key performance indicator parameters, like response time, reliability, availability, scalability, cost, availability, performance, etc. To fulfill these objectives, various state-of-the-art dynamic data replication strategies has been proposed, based on several criteria and reported in the literature along with advantages and disadvantages. This paper provides a quantitative analysis and performance evaluation of target-oriented replication strategies based on target objectives. In this paper, we will try to find out which target objective is most addressed, which are average addressed, and which are least addressed in target-oriented replication strategies. The paper also includes a detailed discussion about the challenges, issues, and future research directions. This comprehensive analysis and performance evaluation based-work will open a new door for researchers in the field of cloud computing and will be helpful for further development of cloud-based dynamic data replication strategies to develop a technique that will address all attributes (Target Objectives) effectively in one replication strategy.https://www.mdpi.com/2079-9292/10/6/672cloud computingdynamic replication strategiestarget objective-based replication strategies |
| spellingShingle | Quadri Waseem Wan Isni Sofiah Wan Din Sultan S. Alshamrani Abdullah Alharbi Amril Nazir Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing Electronics cloud computing dynamic replication strategies target objective-based replication strategies |
| title | Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing |
| title_full | Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing |
| title_fullStr | Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing |
| title_full_unstemmed | Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing |
| title_short | Quantitative Analysis and Performance Evaluation of Target-Oriented Replication Strategies in Cloud Computing |
| title_sort | quantitative analysis and performance evaluation of target oriented replication strategies in cloud computing |
| topic | cloud computing dynamic replication strategies target objective-based replication strategies |
| url | https://www.mdpi.com/2079-9292/10/6/672 |
| work_keys_str_mv | AT quadriwaseem quantitativeanalysisandperformanceevaluationoftargetorientedreplicationstrategiesincloudcomputing AT wanisnisofiahwandin quantitativeanalysisandperformanceevaluationoftargetorientedreplicationstrategiesincloudcomputing AT sultansalshamrani quantitativeanalysisandperformanceevaluationoftargetorientedreplicationstrategiesincloudcomputing AT abdullahalharbi quantitativeanalysisandperformanceevaluationoftargetorientedreplicationstrategiesincloudcomputing AT amrilnazir quantitativeanalysisandperformanceevaluationoftargetorientedreplicationstrategiesincloudcomputing |