Which security mechanism helps prevent privilege escalation attacks in access control?

  • Encryption
  • Firewalls
  • Intrusion Detection System (IDS)
  • Principle of Least Privilege
The Principle of Least Privilege is a security mechanism that helps prevent privilege escalation attacks in access control. This principle states that users should only be granted the minimum level of access or permissions necessary to perform their tasks. By adhering to this principle, organizations can minimize the risk of unauthorized access and limit the potential impact of security breaches. For example, even if a user's credentials are compromised, the damage that can be done is limited by the restricted access rights assigned to that user.

How can historical data collected by monitoring tools assist in capacity planning for a rapidly growing database?

  • Analyze current database schema
  • Estimate future hardware requirements
  • Identify trends in resource usage
  • Predict future traffic patterns
Historical data can reveal patterns in resource usage over time, aiding in predicting future needs and planning for scalability accordingly.

What is the purpose of data profiling in data migration testing?

  • To generate test data automatically
  • To identify inconsistencies and anomalies in data
  • To monitor server performance
  • To track the progress of data migration
Data profiling in data migration testing serves the purpose of identifying inconsistencies, anomalies, and patterns within the data. It helps in understanding the quality of the data being migrated and allows testers to address any potential issues before the migration process is complete. By profiling the data, testers can ensure that the data meets the required standards and is suitable for migration.

Scenario: During an ETL testing project, you discover that the transformed data in the target system doesn't match the expected results. What steps should you take to troubleshoot and resolve this issue?

  • Check data quality issues in the source system
  • Re-run the ETL job with the same configuration
  • Review the ETL mapping and transformations
  • Validate the ETL job logs
When encountering discrepancies between transformed data and expected results in ETL testing, it's crucial to review the ETL mapping and transformations thoroughly. This involves examining the logic implemented in the ETL processes, ensuring correct mappings, and validating the transformations applied to the data. By pinpointing potential issues in the ETL workflow, testers can effectively troubleshoot and resolve the data inconsistency problem.

What are some of the key objectives of following best practices in database testing?

  • Ensuring data integrity
  • Improving scalability
  • Maximizing database performance
  • Reducing the risk of data loss
Following best practices in database testing helps ensure data integrity, which is crucial for maintaining the accuracy and reliability of the database. By verifying that data is stored and retrieved correctly, it helps maintain the trustworthiness of the system.

In incremental data migration, only the ____________ data is migrated to the target system.

  • Entire
  • Historical
  • Modified
  • Partial
Incremental data migration involves migrating only the partial data that has been modified since the last migration, reducing the workload and minimizing disruption to the system.

Data profiling in ETL testing helps identify ____________ in data quality.

  • Anomalies
  • Patterns
  • Completeness
  • Concurrency
Data profiling involves analyzing data to understand its structure, content, and quality. It helps in identifying anomalies, such as inconsistencies, outliers, and discrepancies, which can affect data quality. Therefore, the correct option is "Anomalies."

In SQL, what is a subquery?

  • A query nested within another query
  • A query that returns aggregate data
  • A query used to create a new table
  • A query used to update records
A subquery in SQL, also known as a nested query or inner query, is a query nested within another SQL query. It is enclosed within parentheses and is executed first before the outer query. Subqueries are often used to retrieve data based on a condition or calculation from another table.

What role does data profiling play in SQL query testing?

  • Analyzing data quality
  • Enhancing query security
  • Ensuring data consistency
  • Identifying query optimization opportunities
Data profiling in SQL query testing involves analyzing the characteristics and quality of the data involved in query operations. It helps identify patterns, anomalies, and inconsistencies within the data, thereby providing insights into its quality and completeness. By understanding the data better through profiling, testers can anticipate potential issues that may arise during query execution, such as data discrepancies or unexpected results. This proactive approach enables them to address these issues effectively, ensuring the reliability and accuracy of SQL queries in accessing and manipulating data.

One of the challenges in continuous integration for database testing is managing and versioning database ____________.

  • Backups
  • Indexes
  • Instances
  • Schemas
One of the challenges in continuous integration for database testing is managing and versioning database schemas. As the database schema evolves with application changes, ensuring consistency and compatibility across different versions becomes crucial to maintain the integrity of the data and the functionality of the application.