Isaca Updated CISA Exam Questions and Answers by aarya

A data warehouse is a centralized repository of data that is collected from various sources and organized for analysis and reporting purposes. A data warehouse can help an organization gain insights into its business performance, trends, and opportunities. However, building a data warehouse requires careful planning, design, and implementation to ensure that it meets the needs of the organization.

One of the best practices that would provide management with the most reasonable assurance that a new data warehouse will meet the needs of the organization is A. Integrating data requirements into the system development life cycle (SDLC). The SDLC is a framework that defines the phases and activities involved in developing a software system, such as planning, analysis, design, testing, deployment, and maintenance1. By integrating data requirements into the SDLC, an organization can ensure that the data warehouse is aligned with the business objectives and expectations, and that it delivers value to the end users.

Some of the benefits of integrating data requirements into the SDLC are:

It helps to identify and prioritize the key business questions and metrics that the data warehouse should support2.

It helps to define and validate the data sources, models, structures, and quality standards that the data warehouse should follow3.

It helps to design and implement the data integration, transformation, and loading processes that the data warehouse should use4.

It helps to test and verify the functionality, performance, and accuracy of the data warehouse before deploying it to production.

It helps to monitor and maintain the data warehouse after deployment and incorporate feedback and changes as needed.

According to the ISACA CISA documentation, one of the requirements for internal audit quality assurance (QA) and continuous improvement processes is to have an external assessment at least once every five years by a qualified, independent reviewer or review team from outside the organization1. This is to ensure that the internal audit activity conforms to the International Standards for the Professional Practice of Internal Auditing (the Standards) and the Code of Ethics, and to identify opportunities for improvement2. Therefore, the lack of periodic engagement with external assessors would present the greatest concern during a review of internal audit QA and continuous improvement processes.

 File checksums are values that are calculated from the contents of a file and can detect any changes or corruption in the file. They are used to verify that the files that are transferred or processed through system interfaces are not altered in any way. File checksums are more effective than periodic audits, file counts, or IT operator monitoring, which are other types of controls that can help ensure the integrity of system interfaces, but they are not as reliable or timely as file checksums.

Stress testing is designed to evaluate a system’s performance under extreme conditions1. It is typically carried out in a test environment that closely mirrors the production environment, using production workloads1. This approach ensures that the test results accurately reflect how the system would perform under similar conditions in the production environment1. Using a test environment also prevents any disruptions or damage to the production environment during testing1.