What is referential integrity in a database system?

  • Enforces the use of indexes on all tables
  • Ensures that foreign key values match the primary key values in another table
  • Ensures that primary key values are unique
  • Validates the data types of columns
Referential integrity in a database system ensures that foreign key values in one table match the primary key values in another table. This constraint maintains the consistency and accuracy of relationships between tables, preventing orphaned or invalid foreign key references.

In an ERD, a _______ key is a unique identifier within an entity.

  • Candidate
  • Composite
  • Foreign
  • Primary
In an Entity-Relationship Diagram (ERD), a Primary key is a unique identifier within an entity. It uniquely identifies each record in the entity and is crucial for maintaining data integrity and relationships within the database.

Which operation is used for summarization in SQL?

  • DELETE
  • INSERT
  • SELECT
  • UPDATE
The SELECT operation in SQL is used for summarization. It allows you to retrieve and present summarized information from the database. By using aggregate functions like SUM, AVG, MAX, MIN, or COUNT in conjunction with the SELECT statement, you can perform summarization operations on the data stored in tables.

What are some common challenges associated with designing and implementing Data Warehouses and Data Marts?

  • Allowing unlimited access to raw data
  • Ensuring data quality and consistency
  • Integrating data from diverse sources
  • Managing large volumes of data
Designing and implementing Data Warehouses and Data Marts come with challenges such as ensuring data quality, managing large data volumes, and integrating data from diverse sources. Allowing unlimited access to raw data is not advisable due to security and privacy concerns.

How does version control help in collaboration among data modelers?

  • Automating data validation
  • Encrypting data models for security
  • Facilitating teamwork and tracking changes
  • Managing database backups
Version control facilitates collaboration among data modelers by providing a structured system for tracking changes. It enables team members to work on different aspects simultaneously, merge changes, and maintain a history of alterations, promoting efficient teamwork in data modeling projects.

In a column-family store, how is data typically accessed?

  • Random access only
  • Through SQL queries
  • Using complex joins
  • Via primary key lookups
In a column-family store, data is typically accessed via primary key lookups. Each row in the column-family is identified by a unique primary key, and accessing data involves querying or retrieving based on this key. This allows for fast and efficient retrieval of specific data records.

The _______ model in NoSQL databases allows for different levels of consistency based on the specific requirements of an application.

  • ACID
  • BASE
  • CAP
  • PACELC
The BASE (Basically Available, Soft state, Eventually consistent) model in NoSQL databases allows for different levels of consistency based on the specific requirements of an application. It prioritizes availability and partition tolerance over strong consistency, making it suitable for distributed and scalable systems.

Scenario: A gaming company wants to track user scores and achievements across multiple platforms and devices. How would you design a Key-Value Store solution to handle this requirement, considering data consistency and performance?

  • Implementing eventual consistency for better performance
  • Storing each user's scores and achievements as separate keys
  • Using a relational database for consistent data handling
  • Utilizing a distributed file system
In designing a Key-Value Store solution for tracking scores and achievements, storing each user's scores and achievements as separate keys ensures efficient retrieval and update operations. It allows for quick access to specific user data without affecting the overall system performance.

_______ is a technique used to minimize index size and optimize query performance by grouping similar index values together.

  • Clustering
  • Compression
  • Partitioning
  • Segmentation
Index compression is a technique used to minimize index size and optimize query performance by grouping similar index values together. It reduces storage requirements and can enhance overall database performance.

Scenario: A healthcare system manages patient records and medical histories. Describe the measures you would take to maintain data integrity in this scenario.

  • Allowing users to directly modify patient records
  • Hashing sensitive data for security
  • Implementing version control for medical histories
  • Regularly auditing and monitoring data changes
Maintaining data integrity in a healthcare system involves regularly auditing and monitoring data changes. This helps identify any unauthorized or accidental modifications to patient records, ensuring the accuracy and reliability of medical information. Hashing adds security but is not directly related to data integrity. Direct user modifications and version control may introduce risks to data integrity.