adplus-dvertising
frame-decoration

Question

How does the CAP theorem impact the design of Big Data solutions?

a.

It mandates the use of specific data models.

b.

It necessitates the use of NoSQL databases.

c.

It requires a careful balance between system attributes.

d.

It enforces the use of ACID properties in all databases.

Posted under Big Data Computing

Answer: (c).It requires a careful balance between system attributes. Explanation:The CAP theorem impacts the design of Big Data solutions by requiring a careful balance between system attributes, such as consistency, availability, and partition tolerance.

Engage with the Community - Add Your Comment

Confused About the Answer? Ask for Details Here.

Know the Explanation? Add it Here.

Q. How does the CAP theorem impact the design of Big Data solutions?

Similar Questions

Discover Related MCQs

Q. What role does the concept of "eventual consistency" play in the CAP theorem?

Q. What characterizes Big Data solutions in terms of data management aspects?

Q. What is the trend in data structures for Big Data?

Q. According to the CAP Theorem, what are the three main features that a distributed storage system can provide?

Q. What does the property of "consistency" mean in the context of the CAP Theorem?

Q. How does the CAP Theorem impact Big Data solutions?

Q. What properties are described by the ACID paradigm in relational databases?

Q. What is one of the primary challenges associated with the database size in Big Data problems?

Q. Which factor significantly influences the performance of data management in Big Data solutions?

Q. What is the main factor that influences the performance of data management in terms of data modeling?

Q. Which category of NoSQL databases is known for its effectiveness in handling time series data and data from multiple sources?

Q. In which situation are document stores like MongoDB and CouchDB typically used?

Q. Which NoSQL database category is suitable for modeling relationships among data and is often used in fields such as geospatial analysis and network analysis?

Q. What does the CAP theorem state about distributed storage systems?

Q. Which property of the CAP theorem refers to the system's ability to provide the same data to all clients after an operation?

Q. What is the main difference between the ACID and BASE properties in the context of database transactions?

Q. Which category of NoSQL databases is known for its high scalability and suitability for managing large lists of elements?

Q. What are the main performance bottlenecks for NoSQL data stores?

Q. How does the number of nodes in a cluster typically affect the completion times of jobs in a clustering solution?

Q. Why is memory caching or memory-based storage important for high-performance databases?