Adapt_ adaptive database schema design for multi-tenant applications
Multi-tenant data management is a major application of software as a Service (SaaS). Windows 8 data recovery software Many companies outsource their data to a third party which hosts a multi-tenant database system to provide data management service. Database naming standards The system should have high performance, low space and excellent scalability. Data recovery training online One big challenge is to devise a high-quality database schema.
Database query Independent Tables Shared Instances and Shared Tables Shared Instances are two state-of-the-art methods. Database isolation levels However, the former has poor scalability, while the latter achieves good scalability at the expense of poor performance and high space overhead. Database version control In this paper, we trade-off between the two methods and propose an adaptive database schema design approach to achieve good scalability and high performance with low space. Database record definition To this end, we identify the important attributes and use them to generate a base table. Database glossary For other attributes, we construct supplementary tables. Data recovery druid We propose a cost-based model to adaptively generate the tables above. Data recovery houston tx Our method has the following advantages. Database 2010 First, our method achieves high scalability. Dayz database map Second, our method can trade-off performance and space requirement. Database website template Third, our method can be easily applied to existing databases (e.g., MySQL) with minor revisions. 7 data recovery registration code Fourth, our method can adapt to any schemas and query workloads. 7 databases in 7 weeks pdf Experimental results show our method achieves high performance and good scalability with low space and outperforms state-of-the-art method.
[Show abstract] [Hide abstract] ABSTRACT: Software as a Service (SaaS) providers can serve hundreds of thousands of customers using sharable resources to reduce costs. Database key definition Multi-tenancy architecture allows SaaS providers to run a single application and a database instance, which support multiple tenants with various business needs and priorities. Database hierarchy Until now, the database management systems (DBMSs) have not had the notion of multi-tenancy, and they have not been equipped to handle customization or scalability requirements, that are typical in multi-tenant applications. Data recovery on mac The multi-tenant database performance should adapt to tenants workloads and fit their special requirements. Data recovery kali linux In this paper, we propose a new multi-tenant database schema design approach, that adapts to multi-tenant application requirements, in addition to tenants needs of data security, isolation, queries performance and response time speed. I card data recovery Our proposed methodology provides a trade-off between the performance and the storage space. Database name This proposal caters for the diversity in tenants via defining multi-level quality of service for the different types of tenants, depending on tenant rate and system rate. Database quiz The proposal presents a new technique to distribute data in a multi-tenant database horizontally to a set of allotment tables using an isolation point, and vertically to a set of extension tables using a merger point. Database url Finally, we present a prototype implementation of our method using a real-world case study, showing that the proposed solution can achieve high scalability and increase performance for tenants who need speedy performance and economize storage space for tenants who do not have demanding quality of service.