In UML, an _______ represents an instance of a class.

  • Association
  • Attribute
  • Method
  • Object
In UML, an object represents an instance of a class. A class is a blueprint for objects, and instances of a class are created as objects. Objects encapsulate data and behavior defined by the class, providing a way to represent real-world entities in a system.

How does data partitioning affect the scalability and fault tolerance of a distributed system?

  • Fault tolerance is not affected by data partitioning
  • Improved fault tolerance through isolation of failures
  • Improved scalability by reducing contention
  • Reduced scalability due to increased communication overhead
Data partitioning can improve scalability by reducing contention, allowing for parallel processing. Additionally, it can enhance fault tolerance by isolating failures to specific partitions, preventing system-wide failures. Understanding these effects is crucial for designing robust distributed systems.

One of the key features of column-family stores is their ability to handle _______ workloads efficiently.

  • Analytical
  • Mixed (Read/Write)
  • Read-heavy
  • Write-heavy
One of the key features of column-family stores is their ability to handle mixed (read/write) workloads efficiently. This makes them suitable for applications with diverse and dynamic usage patterns, such as those in the realm of big data analytics and real-time data processing.

How do ER diagram tools facilitate team collaboration and project management in large-scale database projects?

  • By automating all collaboration processes
  • By limiting collaboration to within the same physical location
  • By providing role-based access to different team members
  • By restricting access to project managers only
ER diagram tools facilitate team collaboration by providing role-based access to different team members. This ensures that each team member has the appropriate level of access and control, promoting effective collaboration in large-scale database projects.

A _______ relationship is one where an entity can be related to itself through a recursive association.

  • Hierarchical
  • Many-to-Many
  • Recursive
  • Unary
A recursive relationship is one where an entity can be related to itself through a recursive association. This type of relationship is common in scenarios where an entity has a hierarchical or tree-like structure.

What benefits does version control provide in data modeling?

  • All of the above
  • Enhanced tracking of changes
  • Improved collaboration
  • Rollback to previous versions
Version control in data modeling offers various benefits, including improved collaboration, enhanced tracking of changes, and the ability to rollback to previous versions. This ensures a systematic approach to managing and evolving data models.

What are the potential drawbacks of using indexes in a database?

  • Improved query performance
  • Increased storage space and maintenance overhead
  • Reduced data redundancy
  • Simplified data retrieval process
While indexes enhance query performance, they come with drawbacks like increased storage space and maintenance overhead. Additional storage is required for index structures, and regular maintenance is needed to keep them optimized.

What are some potential drawbacks of denormalization?

  • Improved data integrity
  • Increased data redundancy
  • Reduced storage space
  • Simplified data maintenance
One of the potential drawbacks of denormalization is increased data redundancy. While it can enhance read performance, it comes at the cost of redundant data, which can lead to higher storage requirements and potential data inconsistency.

Which normalization form ensures that every determinant in a relation is a candidate key?

  • Boyce-Codd Normal Form (BCNF)
  • First Normal Form (1NF)
  • Second Normal Form (2NF)
  • Third Normal Form (3NF)
Boyce-Codd Normal Form (BCNF) ensures that every determinant in a relation is a candidate key. This form goes beyond 3NF and addresses certain types of dependencies, making the database more robust and minimizing redundancy.

In a column-family store, each column can have its own _______.

  • Data type
  • Index
  • Timestamp
  • Unique identifier
In a column-family store, each column can have its own data type. Unlike traditional relational databases, column-family stores allow flexibility in the data types within a column, providing versatility in handling various types of information efficiently.