Probability Engine · MDS 505

Database Management Systems: what's likely to come

Every real question from 13 past papers across 5 years (board + internal assessments each year) mapped to its official syllabus unit. Each prediction shows its receipt: the actual years it appeared.

13
Papers analyzed
2078-2082 · 5 yrs, multiple sittings
7
Syllabus units
from the official course
6
Very likely units
high-probability topics
5
Units = 80% of marks
study these first

13 papers across 5 years

This program sits several exams each year: one official board exam plus internal assessments. Every sitting is analysed.

20783 sittings
first assessmentfirst reassessmentregular
20791 sitting
board
20803 sittings
boardfirst assessmentsecond assessment
20814 sittings
boardfirst assessmentsecond assessment
20822 sittings
boardsecond assessment
Which exams to include?Showing: All exams
01The ranking

Topic predictions, ordered by what to study first

Every syllabus unit scored by how often it appears, its mark-weight, and its trend. See the exact questions behind each unit in the Explore-by-unit section below.

#Syllabus unitProbabilityAppearedAvg marksSyllabus weightExam vs syllabusTrendQuestions
1U1Fundamental Concept of DBMSVery likely100%33.612%6 lecture hrsOver-examinedexam 29% · syllabus 12%Steady3 recurring40 total
2U3Database Constraints and NormalizationVery likely100%2112%6 lecture hrsOver-examinedexam 18% · syllabus 12%Steady1 recurring21 total
3U6Trends in Database TechnologyVery likely100%15.619%9 lecture hrsBalancedexam 14% · syllabus 19%Steady2 recurring14 total
4U5Transaction Processing and Concurrency ControlVery likely100%14.412%6 lecture hrsBalancedexam 13% · syllabus 12%Steadynone repeat14 total
5U2Relational Languages and Relational ModelVery likely80%19.515%7 lecture hrsBalancedexam 14% · syllabus 15%Rising3 recurring15 total
6U7Advanced TopicVery likely80%11.217%8 lecture hrsUnder-examinedexam 8% · syllabus 17%Risingnone repeat10 total
7U4SQL & Query OptimizationLikely60%912%6 lecture hrsUnder-examinedexam 5% · syllabus 12%Risingnone repeat5 total
02Drill down

Explore by unit: every question, ranked

Pick a syllabus unit and walk its questions from most-important to asked-once. The fastest way to revise one topic end to end.

U1Fundamental Concept of DBMS
40 questions · 43 appearances · 33.6 avg marks
03High yield

Most-asked questions across all years

The questions that come back exam after exam, grouped across years and ranked by how often they're asked. Open one to read its real past answer.

Lowest priority: asked only once (110)

  • U2

    Provided the following schema, write relational algebra

    MEMBER (MID, Mname, Maddress) HALL (HID, Hname, Haddress, Hdepartment, Hprice) RESERVES (MID, HID, date)

    a) List all the members who have reserved two halls i.e. Hall 4 and Hall 6. b) Display name and address of those members who have booked the hall of science department for 18/6/2025. c) List the id and name of those members who have booked the hall whose price is less than Rs. 10,000.

    OR

    Explain any one classification algorithm with an example of your own.

    2082
  • U3

    Convert the table to 3 NF.

    emp_idemp_nameemp_zipemp_stateemp_cityemp_district
    1Hira2005State5C1D1
    2Kanti5780state2C2D2
    3Bishal2005State5C3D3
    4Pushpa2290state4C4D4
    5Indira85009state3C5D4
    2082
  • U4

    What do you understand by query optimization? Explain.

    2082
  • U5

    Explain two phase commit protocol. List its advantages.

    2082
  • U5

    Explain any one method of concurrency control.

    OR

    Which of the following schedule is (conflict) serializable? For each serializable schedule, determine the equivalent serial schedules. a) r2(X):r1(x):w2(x):r1(y):w1(x)r2(X) : r1(x) : w2(x) : r1(y) : w1(x) b) r2(x):r1(x):r3(x):w1(x):w2(x):w3(x)r2(x) : r1(x) : r3(x) : w1(x) : w2(x) : w3(x)

    2082
  • U5

    Write short notes on a) Spatial database b) ACID

    2082
  • U6

    Create B tree of order(M) = 3 for the following values: 1, 4, 11, 3, 7, 12, 2, 5, 15, 13, 6

    OR

    Explain different data warehouse schemas.

    2082
  • U6

    Write short notes on a) Mobile Database b) DML

    2082
  • U6

    Explain different data warehouse schemas.

    2082
  • U7

    Differentiate between classification and clustering. Explain the applications of clustering.

    OR

    Provided the following schema, write relational algebra

    Patient(PID, Pname, Paddress, Pgender, disease) Doctor(DID, Dname, Daddress, Department, salary) Appointment(PID, DID, time)

    a) List all the patients who were checked by doctors Maila and Sarthak. b) List name and id of doctors whose salary is less than Rs. 50,000. c) Display female patients who were checked by doctor Maila in day time only.

    2082
  • U1

    Design an ER diagram that contains at least three entities. One of the entity must be weak entity. There should be many to many relationship between the two strong entities. Use your own assumptions for other requirements. Now convert the so constructed ER diagram into equivalent database table schema. [3+3]

    2081
  • U1

    Design an ER diagram for following scenario: [6]

    In film industry, producers produce movies. Producers have their name, age and budget as attributes. They are uniquely identified by prod_id. All the movies have their title, year, and release date. No movies can have same title. Every movies must be played by an actor. An actor can play many movies. Actors have Fname and Lname to uniquely identify them. The actors have charge_rate as well. A single movie can have many producers and a producer can produce zero or many movies. There is an identifying relationship between actor and vanity van. Vanity van has partial attribute van_id.

    2081
04The strategy

Study smart and sit a probable paper

How far a few high-priority topics take you, and a full mock paper built from the most likely questions, mirroring the real exam structure.

Study smart, not hard

Study the units in priority order. Each bar shows the share of total marks you'd have covered by then. The top 5 units alone cover ~80% of marks.

1Fundamental Concept of DBMS29%
2+ Database Constraints and Normalization48%
3+ Trends in Database Technology61%
4+ Transaction Processing and Concurrency Control74%
5+ Relational Languages and Relational Model87%
← study up to here for ~80% of marks
6+ Advanced Topic95%
7+ SQL & Query Optimization100%

Most Probable Paper

Mirrors the real structure · 45 marks · based on 5 past papers

Group A
  1. 1.

    List different types of data models and explain anyone.

    [3 marks]
    Fundamental Concept of DBMSVery likelyfrom 2082 paper →

    Asked once (2082); including the board exam 1× (2082); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  2. 2.

    Explain the concept of data abstraction in DBMS.

    [3 marks]
    Fundamental Concept of DBMSVery likelyfrom 2082 paper →

    Asked once (2082); including the board exam 1× (2082); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  3. 3.

    What are the advantages of using DBMS?

    [3 marks]
    Fundamental Concept of DBMSVery likelyfrom 2081 paper →

    Asked once (2081); including the board exam 1× (2081); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  4. 4.

    What is three schema architecture?

    [3 marks]
    Fundamental Concept of DBMSVery likelyfrom 2081 paper →

    Asked once (2081); including the board exam 1× (2081); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  5. 5.

    Describe relationship type and relationship set in ER Model.

    [3 marks]
    Fundamental Concept of DBMSVery likelyfrom 2080 paper →

    Asked once (2080); including the board exam 1× (2080); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

Group B
  1. 1.

    Explain different types of RAID.

    OR

    Differentiate between classification and clustering. Explain any one clustering algorithm.

    [6 marks]
    Trends in Database TechnologyVery likelyfrom 2079 paper →

    This question has recurred in 2 of 5 years; including the board exam 1× (2079); and its topic (Trends in Database Technology) appears in 100% of years.

  2. 2.

    Explain B-tree Index files.

    [6 marks]
    Trends in Database TechnologyVery likelyfrom 2079 paper →

    This question has recurred in 2 of 5 years; including the board exam 1× (2079); and its topic (Trends in Database Technology) appears in 100% of years.

  3. 3.

    Design an ER diagram that contains at least three entities. One of the entity must be weak entity. There should be many to many relationship between the two strong entities. Use your own assumptions for other requirements. Now convert the so constructed ER diagram into equivalent database table schema. [3+3]

    [6 marks]
    Fundamental Concept of DBMSVery likelyfrom 2081 paper →

    Asked once (2081); including the board exam 1× (2081); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  4. 4.

    Draw ER diagram for online voting system. Make necessary assumptions.

    [6 marks]
    Fundamental Concept of DBMSVery likelyfrom 2079 paper →

    Asked once (2079); including the board exam 1× (2079); and its topic (Fundamental Concept of DBMS) appears in 100% of years.

  5. 5.

    Describe 1NF, 2NF and 3NF with appropriate examples. [6]

    OR

    Describe the dependency preservation and lossless join property. Describe 4NF with an example. [3+3]

    [6 marks]
    Database Constraints and NormalizationVery likelyfrom 2081 paper →

    Asked once (2081); including the board exam 1× (2081); and its topic (Database Constraints and Normalization) appears in 100% of years.

Topics are the official MDS 505 syllabus units. Predictions are data-driven probabilities computed from 13 past papers (2078-2082) by mapping each real question to its syllabus unit. They indicate what has historically been likely, not guaranteed questions. Always study the full syllabus.