Here are precise answers to your questions based on a standard DBMS syllabus, which aligns well with the CCSU curriculum:
1. What do you mean by DBMS?
A Database Management System (DBMS) is software that enables users to define, create, maintain, and manage data in a database. It ensures efficient data organization, storage, and retrieval while providing features like data security and concurrent access.
2. What do you mean by DML and DDL?
- DML (Data Manipulation Language): Commands used to manipulate data in the database. Examples: 
SELECT,INSERT,UPDATE,DELETE. - DDL (Data Definition Language): Commands used to define or modify the database structure. Examples: 
CREATE,ALTER,DROP. 
3. Advantages and Disadvantages of DBMS
Advantages:
- Data consistency and integrity.
 - Easy data sharing among multiple users.
 - Data security and authorization mechanisms.
 - Backup and recovery.
 - Reduced data redundancy.
 
Disadvantages:
- High initial cost of hardware and software.
 - Complexity in implementation and management.
 - Requires skilled personnel.
 - Performance overhead in large-scale databases.
 
4. What are attributes? Give examples.
Attributes represent the properties or characteristics of an entity in a database.
Example:
- Entity: Student
Attributes:Student_ID,Name,Age,Course. 
5. Define Primary Key, Not Null Key, and Unique Key
- Primary Key: A unique identifier for each record in a table. Cannot be null.
Example:Student_ID. - Not Null Key: Ensures a column cannot have NULL values.
Example:Name. - Unique Key: Ensures all values in a column are unique but allows one NULL.
Example:Email. 
6. What are anomalies in 1NF?
1NF anomalies arise when:
- Data is not atomic (e.g., storing multiple phone numbers in one field).
 - Redundancy increases chances of update, insert, and delete anomalies.
 
7. Explain ER Diagram
An Entity-Relationship Diagram (ERD) is a visual representation of entities, their attributes, and relationships in a database.
- Entities: Objects or items (e.g., Student).
 - Attributes: Characteristics (e.g., Name, ID).
 - Relationships: Connections between entities (e.g., Student enrolls in Course).
 
8. Briefly explain security and authorization.
- Security: Protecting data against unauthorized access.
 - Authorization: Granting permissions to users to access specific data or operations.
 
9. What do you mean by referential integrity?
It ensures consistency of relationships between tables. A foreign key in one table must correspond to a primary key in another table or be NULL.
10. Explain Hashing in brief.
Hashing is a technique for mapping data to a fixed-size value (hash code) to enable fast access. It's commonly used in indexing.
11. What are the pitfalls of lock-based protocols?
- Deadlock: Two transactions wait indefinitely for each other.
 - Starvation: A transaction never gets access due to high-priority transactions.
 - Overhead: Managing locks increases system load.
 
12. Explain specialization and generalization in ER diagram with examples.
- Specialization: Dividing an entity into sub-entities based on attributes.
Example: Employee → Manager, Engineer. - Generalization: Combining sub-entities into a single generalized entity.
Example: Car, Bike → Vehicle. 
13. What do you understand by RDBMS? Difference between DBMS and RDBMS.
- RDBMS (Relational DBMS): A DBMS that stores data in tables (relations). Example: MySQL.
 
Difference:
- DBMS lacks relations, while RDBMS uses tables with keys.
 - RDBMS supports SQL and ensures ACID properties.
 
14. Define Normal Forms
- 1NF: Atomic data, no repeating groups.
 - 2NF: 1NF + No partial dependency.
 - 3NF: 2NF + No transitive dependency.
 
15. Characteristics of SQL & Aggregate Functions
Characteristics:
- Declarative language.
 - Standardized commands.
 - Can manage large datasets.
 
Aggregate Functions:
- COUNT(): Counts rows.
Example:COUNT(*). - SUM(): Adds values.
Example:SUM(Salary). - AVG(): Calculates average.
Example:AVG(Age). - MAX(): Finds max value.
Example:MAX(Marks). - MIN(): Finds min value.
Example:MIN(Price). 
16. Explain superclass, inheritance, and generalization with examples.
- Superclass: A general entity.
Example: Vehicle. - Inheritance: Subclasses inherit superclass attributes.
Example: Car, Bike inherit Vehicle. - Generalization: Combining subclasses into a superclass.
 
17. What is a transaction? State diagram
A transaction is a unit of work that must be executed completely or rolled back.
State Diagram:
States:
- Active
 - Partially committed
 - Committed
 - Failed
 - Aborted
 
18. Define E-R Diagram & Example (Library Management)
An E-R Diagram is a conceptual data model using entities, attributes, and relationships.
Library Management System Example:
- Entities: Book, Member, Librarian.
 - Attributes: 
Book_ID,Name,Issue_Date. 
19. Who are data administrators? Functions of DBAs
- Data Administrator: Manages database policies, design, and architecture.
 - DBA Functions:
- Backup and recovery.
 - Performance tuning.
 - Security management.
 
 
20. Short Notes
i) Strong and Weak Entity:
- Strong Entity: Exists independently. Example: 
Employee. - Weak Entity: Depends on a strong entity. Example: 
Dependent. 
ii) Different levels of data abstraction:
- Physical Level: How data is stored.
 - Logical Level: Structure of the database.
 - View Level: User interface.
 
iii) Database Recovery Techniques:
- Log-based recovery.
 - Shadow paging.
 - Checkpoints.
 
