Practice Challenges in Big Data Processing - 13.1.2 | 13. Big Data Technologies (Hadoop, Spark) | Data Science Advance
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Academics

Grades

Grade 8 Grade 9 Grade 10 Grade 11 Grade 12

Curriculum

CBSE ICSE IB
Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Professional Courses
Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.

games
Typing
Memory
Math
English Adventures
Knowledge

13.1.2 - Challenges in Big Data Processing

Enroll to start learning

You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take mock test.

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is scalability in big data systems?

💡 Hint: Think about what happens when data increases.

Question 2

Easy

Define fault tolerance.

💡 Hint: Consider reliability during failures.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does scalability refer to in big data?

  • The ability to retrieve data quickly
  • The ability to handle increasing amounts of data
  • The ability to analyze data instantly

💡 Hint: Think about how a growing business needs a bigger system.

Question 2

True or False: Fault tolerance allows a system to fail completely without any loss of data.

  • True
  • False

💡 Hint: Consider if a system can recover during failures.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

What strategies would you recommend to achieve fault tolerance in a large-scale data processing environment?

💡 Hint: Consider solutions that ensure the system keeps running even when parts fail.

Question 2

Explain the trade-offs between having very fast retrieval systems versus the cost of maintaining large storage solutions.

💡 Hint: Think about businesses needing quick data access and how they manage their budgets.

Challenge and get performance evaluation