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CS-702 (D) · Big Data/Unsolved PYQ Paper

CS-702 (D) Big Data - Dec 2025 Question Paper

  1. 7 Marks
    aDefine Big Data? Discuss different characteristics of big data in detail?
  2. 7 Marks
    bExplore the evolution of big data in detail?
  3. 7 Marks
    aWhat are the major challenges with the big data? Explain.
  4. 7 Marks
    bDiscuss the important component of Hadoop architecture?
  5. 7 Marks
    aExplain the key features and architecture of Hadoop Distributed File System?
  6. 7 Marks
    bDiscuss how MapReduce will handle fault tolerant in Distributed data?
  7. 7 Marks
    aExplain the various Hive Data types with examples?
  8. 7 Marks
    bBriefly explain the architecture and components of Pig in big data?
  9. 7 Marks
    aList and explain the various execution models of pig?
  10. 7 Marks
    bGive a brief note on the storage structure of NoSQL and SQL?
  11. 7 Marks
    aList and explain the various architectural patterns to manage big data?
  12. 7 Marks
    bGive a note on MangoDB? Discuss its data storage type in detail?
  13. 7 Marks
    aList and explain the types of social networks?
  14. 7 Marks
    bExplain the role of recommender system in social network?
  15. 14 Marks
    Explain any **two** of the following? a) Mining Methods for social Network Graphs b) ETL processing techniques in big data c) RDBMS Versus Hadoop d) Desired properties of Big Data system
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