Intelligent Storage Management Using Cloud Shared Disk Architecture
In recent years, there is tremendous demand of cutting-edge cloud-based applications in many of the industries. We have proposed in the paper a shared disk cloud database architecture as the basis on which an intelligent data storage management system can
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Abstract In recent years, there is tremendous demand of cutting-edge cloud-based applications in many of the industries. We have proposed in the paper a shared disk cloud database architecture as the basis on which an intelligent data storage management system can be developed for enriching cloud-based web applications. Important features of this proposed architecture are single copied data consistency, dynamic load balancing and high benchmark performance. Based on the software layer, an intelligent data management system for popularizing the concept of SaaS has been pointed out suggesting a cost-effective solution for popularizing the cloud environment.
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Keywords Storage area network Shared disk system Intelligent data management
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Storage architecture
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Cloud
1 Introduction The subject of cloud computing refers to the use of web-based applications and/or server services which are paid for accessing, instead of software or hardware, which are bought and installed locally. Today, organizations of all sizes and bases are Subashis Biswas Department of CSE, Netaji Subhash Engineering College, Kolkata, India e-mail: [email protected] N.R. Chowdhury ⋅ Argha Roy Department of CSE, Techno India University, Kolkata, India e-mail: [email protected] Argha Roy e-mail: [email protected] A.B. Bhattacharya (✉) Department of Electronics and Communication Engineering, Techno India University, Kolkata 700091, West Bengal, India e-mail: [email protected] © Springer Science+Business Media Singapore 2017 J.K. Mandal et al. (eds.), Proceedings of the First International Conference on Intelligent Computing and Communication, Advances in Intelligent Systems and Computing 458, DOI 10.1007/978-981-10-2035-3_9
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going to implement this technology. The technology is cost-efficient as it offers unlimited data storage capacity, efficient backup and recovery, besides quick and easy access to any type of information from anywhere and anytime and facilitates fast deployment of web applications [1, 2]. Now-a-days, updated and current database MySQL, DB2, Oracle has robust optimization technology that helps to enable efficiency. In the internet based workload type of environment, sometimes data is hosted on a centralized database as it becomes difficult for an application to partition the data and this is why the scalability of the particular application gets limited. In this paper, we have presented ways to ensure scalability of such applications. In this architecture any number of database nodes can be processed any portion of data. Our approach is based on the data mining technique. Developed algorithm classifies the cloud services and ranks them accordingly [3, 4].
2 Technology Preliminaries Two types of database management systems are of great significance in present day database market, viz., system of shared nothing and system of data sharing. The first type of the system is comparatively simpler to develop in comparison to the system of data sharing [4]. Data sharing systems are
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