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AD-402 · Database Management System/Important Questions

Database Management System (AD-402) - Important Questions

  1. 7 Marks High Priority Asked: 2026, 2024, 2023

    Explain the architecture of a typical DBMS with a neat diagram.

    Appeared 3x (2026, 2024, 2023)

  2. 7 Marks High Priority Asked: 2026, 2023

    Explain the features and components of the E-R model including entity, attributes, entity sets, relationship types and keys with examples.

    Appeared 2x (2026, 2023)

  3. 7 Marks High Priority Asked: 2026

    What do mean by generalization, aggregation and specialization.

    Appeared 1x (2026)

  4. 7 Marks High Priority Asked: 2026

    Define Database Administrator (DBA) and describe the types of Database Administrator.

    Appeared 1x (2026)

  5. 14 Marks Medium Priority Asked: 2025

    Write short notes on Schemas and Instances, Triggers, Query Optimization, and Serializability.

    Appeared 1x (2025)

  6. 7 Marks Medium Priority Asked: 2025

    Define the following.

    Appeared 1x (2025)

  7. 7 Marks Medium Priority Asked: 2025

    Explain in detail the responsibilities of a Database Administrator (DBA).

    Appeared 1x (2025)

  8. 7 Marks Medium Priority Asked: 2025

    Write the differences between Database approach v/s Traditional file accessing approach.

    Appeared 1x (2025)

  9. 7 Marks Medium Priority Asked: 2024

    Differentiate between conceptual, logical, and physical schemas.

    Appeared 1x (2024)

  10. 7 Marks Medium Priority Asked: 2024

    Discuss the suitability of each, object-oriented, network and relational data models for different types of applications.

    Appeared 1x (2024)

  11. 7 Marks Low Priority Asked: 2023

    List and explain the advantages of DBMS.

    Appeared 1x (2023)

  12. 7 Marks High Priority Asked: 2026

    Explain relational algebra and its basic operations in DBMS

    Appeared 1x (2026)

  13. 7 Marks High Priority Asked: 2026

    Explain the concept of SQL command with suitable example.

    Appeared 1x (2026)

  14. 7 Marks Medium Priority Asked: 2025

    Compute the Cartesian product of given relations P and Q

    Appeared 1x (2025)

  15. 7 Marks Medium Priority Asked: 2025

    Define primary key and foreign key constraint and how these constraints are expressed in SQL?

    Appeared 1x (2025)

  16. 7 Marks Medium Priority Asked: 2025

    Describe tuple relational calculus with a suitable example.

    Appeared 1x (2025)

  17. 14 Marks Medium Priority Asked: 2024

    Write short notes on relational algebra and calculus, Select-Project-Join operations, concurrency control, data dictionary and dynamic performance views

    Appeared 1x (2024)

  18. 7 Marks Medium Priority Asked: 2024

    Define a relational database schema. Discuss the components of a schema, including tables, attributes, and relationships.

    Appeared 1x (2024)

  19. 7 Marks Medium Priority Asked: 2024

    Explain the difference between intension and extension using examples.

    Appeared 1x (2024)

  20. 7 Marks Medium Priority Asked: 2024

    Compare and contrast tuple-oriented and domain-oriented relational calculus.

    Appeared 1x (2024)

  21. 7 Marks Low Priority Asked: 2023

    Discuss the usage of 'group by' and 'having' clauses in SQL.

    Appeared 1x (2023)

  22. 7 Marks Low Priority Asked: 2023

    Explain division operation in relational algebra with a suitable example.

    Appeared 1x (2023)

  23. 7 Marks Low Priority Asked: 2023

    List and explain the properties of relational algebra

    Appeared 1x (2023)

  24. 7 Marks High Priority Asked: 2026, 2024

    Explain multivalued dependency and Fourth Normal Form (4NF) with example.

    Appeared 2x (2026, 2024)

  25. 7 Marks High Priority Asked: 2026

    Explain the technique join optimization techniques with proper example.

    Appeared 1x (2026)

  26. 7 Marks High Priority Asked: 2026

    Normalize a given relation with functional dependencies up to 3NF.

    Appeared 1x (2026)

  27. 7 Marks High Priority Asked: 2026

    What is Boyce-Codd Normal Form (BCNF)? Explain with an example.

    Appeared 1x (2026)

  28. 7 Marks Medium Priority Asked: 2025

    Illustrate insertion, deletion and modification anomalies with suitable examples.

    Appeared 1x (2025)

  29. 7 Marks Medium Priority Asked: 2025

    Determine whether two given sets of functional dependencies are equivalent.

    Appeared 1x (2025)

  30. 7 Marks Medium Priority Asked: 2025

    What is normalization? Explain 4NF with an example.

    Appeared 1x (2025)

  31. 7 Marks Medium Priority Asked: 2024

    Explain the objectives of normalization, such as minimizing redundancy and dependency preservation.

    Appeared 1x (2024)

  32. 7 Marks Medium Priority Asked: 2024

    Illustrate functional dependencies in relational databases with examples.

    Appeared 1x (2024)

  33. 7 Marks Low Priority Asked: 2023

    Define the closure of a set of functional dependencies $F$ and explain how to compute $F^+$ with examples.

    Appeared 1x (2023)

  34. 7 Marks Low Priority Asked: 2023

    Discuss the conditions for a relation to be in 1NF and 2NF with a suitable example.

    Appeared 1x (2023)

  35. 7 Marks Low Priority Asked: 2023

    List and explain the steps for optimizing the Query.

    Appeared 1x (2023)

  36. 7 Marks High Priority Asked: 2026

    Discuss the concept of concurrency control in a database system.

    Appeared 1x (2026)

  37. 7 Marks High Priority Asked: 2026

    Discuss the database recovery process and explain how checkpoints and log files help restore the database after system failures or transaction crashes.

    Appeared 1x (2026)

  38. 7 Marks High Priority Asked: 2026

    Explain the Two-Phase Locking (2PL) protocol for concurrency control.

    Appeared 1x (2026)

  39. 7 Marks High Priority Asked: 2024, 2023

    Compare and differentiate OODBMS vs DBMS, including strengths and weaknesses in different scenarios.

    Appeared 2x (2024, 2023)

  40. 7 Marks Medium Priority Asked: 2025

    How does the granularity of data items affect the performance of concurrency control? Explain.

    Appeared 1x (2025)

  41. 7 Marks Medium Priority Asked: 2025

    Write the advantages and disadvantages of validation protocol.

    Appeared 1x (2025)

  42. 7 Marks Medium Priority Asked: 2025

    Illustrate a timestamp-ordered schedule for two transactions transferring amount from A to B with given timestamps.

    Appeared 1x (2025)

  43. 7 Marks Medium Priority Asked: 2024

    Explain locking techniques for concurrency control including shared locks, exclusive locks, and deadlock detection and prevention.

    Appeared 1x (2024)

  44. 7 Marks Medium Priority Asked: 2024

    Discuss the challenges associated with distributed database management, such as data fragmentation, replication, and distributed transaction management.

    Appeared 1x (2024)

  45. 7 Marks Low Priority Asked: 2023

    Explain the timestamp-based concurrency control protocol in detail.

    Appeared 1x (2023)

  46. 7 Marks Low Priority Asked: 2023

    Discuss the procedure to test serializability of a schedule with an example.

    Appeared 1x (2023)

  47. 7 Marks High Priority Asked: 2026, 2024

    Explain the concept of NoSQL databases and compare their features, characteristics, advantages, limitations and applications with traditional RDBMS.

    Appeared 2x (2026, 2024)

  48. 7 Marks High Priority Asked: 2026

    What is the data dictionary in DBMS ? Explain its type.

    Appeared 1x (2026)

  49. 7 Marks High Priority Asked: 2026

    Write SQL queries using INNER JOIN and LEFT JOIN.

    Appeared 1x (2026)

  50. 7 Marks Medium Priority Asked: 2025

    Explain RDBMS architecture with all components.

    Appeared 1x (2025)

  51. 7 Marks Medium Priority Asked: 2025

    What are the key characteristics of ANSI SQL? Explain in detail.

    Appeared 1x (2025)

  52. 7 Marks Medium Priority Asked: 2024

    Discuss the usage of special operators such as LIKE, ANY, ALL, EXISTS, and IN in SQL queries.

    Appeared 1x (2024)

  53. 7 Marks Low Priority Asked: 2023

    Explain the procedure for data extraction from single and multiple tables.

    Appeared 1x (2023)

  54. 7 Marks Low Priority Asked: 2023

    Discuss in detail stored procedures.

    Appeared 1x (2023)

  55. 14 Marks Low Priority Asked: 2023

    Explain in brief any two of the following:

    Appeared 1x (2023)

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