Читать книгу Deep Learning Approaches to Cloud Security - Группа авторов - Страница 31

It is very important to understand the need for Multi-Tenancy in the Cloud Computing environment because today all work is done with the help of an internet transaction mode. In this environment, the database and schema used in the database change or modify frequently. Data is stored in different areas in different databases [1]. The cloud computing environment of every organisation is different. The real need of cloud environment-like private or public modes depends on the concept of data and tenant needs, organisation needs, or the configuration of a database depending on the structure of the database and the model used by the organisation for privacy policies. The security level of the Multi-Tenancy structure should maintain the durability of an application to maintain consistency of the system and avoid interruption of the regular based work done by the tenant. The concept of Multi-Tenancy in multiple databases requires more privacy between tenants both logically and physically to accommodate a greater the need for privacy and security in each work area. Using Deep Learning concepts can improve the complexity in accessing and managing a database. Using Deep Learning concepts should reduce access and increase efficiency, preventing the leak of data, hacking, or other risks because they can be found out easily and improve the quality of Multi-Tenant system efficiency. So, in Deep Learning, the privacy concept is improved and the transparency between the multiple tenants increases, maintaining privacy. Deep Learning concepts are very powerful and scalable for implementing. In Deep Learning, databases are managed efficiently. The Deep Learning algorithm makes this affordable. The Deep Learning concept has the ability to improve data driven predictions. It finds the patterns of privacy and security in databases in Multi-Tenancy. This can provide good or better values for organisation. In Deep Learning, the work is done for binary, category, and value predictions in Cloud Computing. In this chapter, we discuss the basic concept of Multi-Tenancy, privacy requirements, and the Cloud Computing concept with Deep Learning.