Scenario: A startup company wants to build a database for its e-commerce platform. As a conceptual schema designer, how would you ensure that the schema supports dynamic product cataloging, customer management, and order processing efficiently?

  • Product availability, customer feedback, order shipping, and sales analytics
  • Product categorization, customer segmentation, order fulfillment, and inventory tracking
  • Product pricing, customer reviews, order tracking, and payment gateways
  • Product recommendations, customer loyalty programs, order cancellations, and payment security
To support a startup's e-commerce platform, the conceptual schema should consider factors like product categorization, customer segmentation, order fulfillment, and inventory tracking. These elements ensure efficient management of dynamic product cataloging, customer relationships, and order processing.

_______ consistency model ensures that all nodes in a distributed system see the same version of data at the same time.

  • Causal
  • Eventual
  • Sequential
  • Strong
The strong consistency model ensures that all nodes in a distributed system see the same version of data at the same time. This means that once a write is acknowledged, all subsequent reads will return the latest written value.

In a distributed Key-Value Store, _______ is crucial for ensuring data availability and fault tolerance.

  • Consistency
  • Encryption
  • Replication
  • Sharding
In a distributed Key-Value Store, replication is crucial for ensuring data availability and fault tolerance. By storing multiple copies of data across different nodes, the system can continue to function even if some nodes fail, ensuring high availability and resilience against faults.

_______ analysis is a technique used in database performance tuning to identify and resolve performance bottlenecks.

  • Execution
  • Index
  • Profiling
  • Query
Performance profiling is a technique used in database performance tuning to analyze and identify bottlenecks in the system. It involves monitoring and measuring various aspects of the database, such as query execution times, resource usage, and query plans. Profiling helps in understanding where the performance issues lie and allows for targeted optimizations to improve overall system performance.

In a Generalization and Specialization hierarchy, a _______ represents a more general entity.

  • Attribute
  • Relationship
  • Subtype
  • Supertype
In a Generalization and Specialization hierarchy, a "Supertype" represents a more general entity. It serves as the overarching category from which more specific entities, called subtypes, are derived.

_______ is the process of summarizing data to provide insights into trends or patterns.

  • Aggregation
  • Data Modeling
  • Indexing
  • Normalization
Aggregation is the process of summarizing data to provide insights into trends or patterns. It involves applying functions like SUM, AVG, MIN, and MAX to data sets, helping analysts and decision-makers draw meaningful conclusions from large datasets. Aggregation is a fundamental concept in data analysis and reporting.

Which phase of database design typically involves conceptual schema design?

  • Design phase
  • Implementation phase
  • Maintenance phase
  • Testing phase
Conceptual schema design is typically part of the design phase in the database development life cycle. This phase focuses on creating a high-level data model that captures the essential entities and relationships in the system.

_______ partitioning involves splitting tables vertically based on columns.

  • Hash
  • Horizontal
  • Range
  • Vertical
Vertical partitioning involves splitting tables based on columns, which means dividing a table into smaller, more manageable parts based on specific columns. This can be beneficial for improving query performance and managing data more efficiently.

How does a composite key differ from a single-column key in a database?

  • Composite key and Single-column key are identical
  • Composite key is made up of multiple columns, Single-column key uses only one column
  • Composite key is used for foreign key relationships, Single-column key is not
  • Single-column key is made up of multiple columns, Composite key uses only one column
A composite key consists of multiple columns to uniquely identify a record, whereas a single-column key uses only one column for this purpose. Composite keys are often used when a single column cannot guarantee uniqueness.

In SQL, what does the term "DDL" stand for?

  • Data Definition Language
  • Data Description Language
  • Data Design Language
  • Data Display Language
DDL stands for Data Definition Language in SQL. It is used to define the structure of the database, including creating, altering, and dropping tables and defining constraints. DDL statements include CREATE, ALTER, DROP, and TRUNCATE. Understanding DDL is crucial for database schema design and management.