What are the key features and characteristics of distributed pervasivecomputing?
Distributed Computing Question Papers - SPPU University
Access and download Distributed Computing question papers from Savitribai Phule Pune University (SPPU). Our collection includes INSEM (Internal Semester) and ENDSEM (End Semester) exam papers.
Available Distributed Computing Papers
We offer 4 question papers for Distributed Computing, covering various exam patterns and years. All papers are in PDF format for easy viewing and download.
INSEM Papers for Distributed Computing
Prepare for mid-term evaluations with Distributed Computing INSEM papers, aligned with the SPPU exam pattern and syllabus.
ENDSEM Papers for Distributed Computing
Access Distributed Computing ENDSEM papers covering the entire syllabus, essential for final exam preparation.
Online PDF Viewer Features
Our question-paper viewer enables you to:
- View papers in single or split-screen mode.
- Compare multiple papers simultaneously.
- Use fullscreen mode for better readability.
- Filter by exam type (INSEM/ENDSEM).
- Download papers for offline study.
About SPPU Question Papers Hub
SPPU Question Papers Hub is focused entirely on SPPU previous year papers, with cleaner discovery by branch, semester, and subject.
Study Materials for Distributed Computing
Distributed Computing is a key subject in the SPPU curriculum. Our question paper collection helps students understand exam patterns, practice effectively, and improve academic performance.
Relevant Keywords & Topics
Explore Distributed Computing resources including SPPU question papers from Savitribai Phule Pune University. Find INSEM and ENDSEM papers for effective examination preparation. Our platform offers academic resources, a PDF viewer for online study, university question papers, and materials for semester examinations.
Distributed Computing
Single
Single
Split (2)
Split (3)
Grid (4)
Download Distributed Computing Papers
INSEM Papers
Download all INSEM question papers as ZIP
ENDSEM Papers
Download all ENDSEM question papers as ZIP
All Papers
Download all question papers (INSEM + ENDSEM) as ZIP
Distributed Computing Questions
Pre-rendered question cards from available structured metadata.
2025 May Jun ENDSEM
2025 Mar INSEM
2024 Mar INSEM
2025 May Jun ENDSEM
2024 May Jun ENDSEM
INSEM
2025 Mar INSEM
12 Questions
Q1
15 Marks
Q1
·
b
·
6 Marks
How would you analyze and illustrate the intricate relationship between middleware and the three-tier architecture through a detailed diagram, demonstrating their interconnected functionalities and roles within a system?
Q1
·
c
·
4 Marks
Can you summarize the key components and objectives of Intelligent Transportation Systems (ITS) in a brief overview?
Q2
15 Marks
Q2
·
a
·
5 Marks
Can you enumerate the various types of distributed systems?
Q2
·
b
·
6 Marks
What are the primary challenges related to data storage and retrieval in distributed computing environments, and how do they influence the overall performance and efficiency of the system?
Q2
·
c
·
4 Marks
Can you summarize the key characteristics and distinguishing features of different distributed system models in a concise manner?
Q3
15 Marks
Q3
·
a
·
4 Marks
“Why is there a necessity for the Google File System (GFS), and could you elaborate on its workings in detail?
Q3
·
b
·
6 Marks
Explain Any Two from below: 1) Eager Replication, 2) Lazy Replication 3) Quorum based Replication.
Q3
·
c
·
5 Marks
Discuss two consistency models in detail. Why is consistency important? Justify your answer.
Q4
15 Marks
Q4
·
a
·
4 Marks
Differentiate between Amazon web services, Azure Cloud and Google cloud Platform?
Q4
·
b
·
6 Marks
Explain Message Broker and Stream Processing in detail ?
Q4
·
c
·
5 Marks
Explain Distributed hash table, distributed inverted Indexing?
| Subject Name | Distributed Computing |
|---|---|
| Semester | VIII |
| Pattern Year | 2019 |
| Subject Code | 417531 |
| Max Marks | 30 |
| Total Questions | 4 |
| Duration | 1 Hour |
| Paper Number | [6411]-185 |
| Academic Year | B.E. |
| Branch Name | AI&DS |
| Exam Type | INSEM |
| Exam Session | 2025 Mar INSEM |
| Watermark | ['CEGP013091', '49.248.216.237 11/03/2025 13:52:37 static-237'] |
INSEM
2024 Mar INSEM
12 Questions
Q1
15 Marks
Q1
·
a
·
5 Marks
Explain issues related to data storage and retrieval in Al & DS.
Q1
·
b
·
5 Marks
List & Explain various Characteristics of Distributed Systems.
Q1
·
c
·
5 Marks
Explain integrating Al and data science in Predictive Maintenance and its applications.
Q2
15 Marks
Q2
·
a
·
5 Marks
Outline the goals of distributed systems.
Q2
·
b
·
4 Marks
Discuss the use of Al & DS in Healthcare and Medical Diagnostics.
Q2
·
c
·
6 Marks
Write Note on : i) Distributing computational tasks. ii) Communication overhead in Distributed Computing.
Q3
15 Marks
Q3
·
a
·
5 Marks
Differentiate between Hadoop Distributed File System (HDFS) and Google File System (GFS).
Q3
·
b
·
4 Marks
Explain Cluster Computing.
Q3
·
c
·
6 Marks
Write note on Eager Replication & Lazy Replication.
Q4
15 Marks
Q4
·
a
·
6 Marks
Explain Consistency Model & its Types.
Q4
·
b
·
5 Marks
Differentiate between AWS & Microsoft Azure.
Q4
·
c
·
4 Marks
Explain Message Brokers and Stream Processing in Distributed Computing.
| Subject Name | Distributed Computing |
|---|---|
| Semester | VIII |
| Pattern Year | 2019 |
| Subject Code | 417531 |
| Max Marks | 30 |
| Total Questions | 4 |
| Duration | 1 Hour |
| Paper Number | 6270-194 |
| Academic Year | B.E. |
| Branch Name | AI&DS |
| Exam Type | INSEM |
| Exam Session | 2024 Mar INSEM |
| Watermark | ['CEGP013091', '49.248.216.238 21/03/2024 13:35:18 static-238'] |
ENDSEM
2025 May Jun ENDSEM
20 Questions
Q1
18 Marks
Q1
·
a
·
6 Marks
Explain the key differences between Centralized and Distributed Load Balancing Techniques.
Q1
·
b
·
6 Marks
Describe what Consensus algorithms are and explain how one specific algorithm works.
Q1
·
c
·
6 Marks
Compare and contrast how Weighted Round Robin and Least Connection load balancing algorithms would perform in a system with varying server capacities and network loads.
Q2
18 Marks
Q2
·
a
·
6 Marks
Describe one variant of Paxos and explain how it differs from the original Paxos algorithm.
Q2
·
b
·
6 Marks
Describe how Genetic Algorithms can be used for task scheduling and explain their benefits in this context.
Q2
·
c
·
6 Marks
Apply load balancing and resource allocation strategies to optimize performance in a cloud computing environment. How would you implement these strategies to handle varying workloads?
Q3
17 Marks
Q3
·
a
·
9 Marks
Explain Elastic Averaging SGD.
Q3
·
b
·
8 Marks
Explain Systems and Architectures for Distributed Machine Learning.
Q4
17 Marks
Q4
·
a
·
9 Marks
What is Apache Spark? Explain the working of Apache Spark.
Q4
·
b
·
8 Marks
Explain i) Federated Learning. ii) Elastic Averaging SGD.
Q5
18 Marks
Q5
·
a
·
6 Marks
How would you apply Secure Multi-Party Computation (SMPC) to protect sensitive data in a collaborative machine learning task?
Q5
·
b
·
6 Marks
What are the key differences between SIMD and MIMD?
Q5
·
c
·
6 Marks
Describe the concepts of Threat Hunting and Visualization and explain how they are used in cybersecurity.
Q6
18 Marks
Q6
·
a
·
6 Marks
Summarise the AI-based Intrusion Detection and Threat Mitigation Techniques.
Q6
·
b
·
6 Marks
Explain Anomaly as well as Behavior AI-based Intrusion Detection & Threat Mitigation Techniques
Q6
·
c
·
6 Marks
Discuss about various types of real-time analytics used in distributed computing systems.
Q7
17 Marks
Q7
·
a
·
9 Marks
Explain how reinforcement learning can be applied to load balancing in distributed systems, highlighting its potential advantages.
Q7
·
b
·
8 Marks
Apply different Big Data processing frameworks in a distributed computing environment to solve a specific data analysis problem. How would you choose and implement the appropriate framewcrk?
Q8
17 Marks
Q8
·
a
·
9 Marks
Describe the different types of data ingestion and explain how each type is used in data processing workflows.
Q8
·
b
·
8 Marks
Describe Al-based intrusion detection and threat mitigation techniques and explain how they help enhance network security.
| Subject Name | Distributed Computing |
|---|---|
| Semester | VIII |
| Pattern Year | 2019 |
| Subject Code | 417531 |
| Max Marks | 70 |
| Total Questions | 8 |
| Duration | 2½ Hours |
| Paper Number | [6404]-386 |
| Academic Year | B.E. |
| Branch Name | Artificial Intelligence & Data Science |
| Exam Type | ENDSEM |
| Exam Session | 2025 May Jun ENDSEM |
| Watermark | ['CEGP013091', '49.248.216.237 27/05/2025 13:36:39 static-237'] |
ENDSEM
2024 May Jun ENDSEM
20 Questions
Q1
18 Marks
Q1
·
a
·
6 Marks
List and explain any one variant of Paxos in detail.
Q1
·
b
·
6 Marks
Explain Fault Tolerance and Recovery in context of Distributed systems.
Q1
·
c
·
6 Marks
Explain reinforcement Learning for Dynamic Load Balancing.
Q2
18 Marks
Q2
·
a
·
6 Marks
What is consensus algorithms? Explain any one algorithm.
Q2
·
b
·
6 Marks
Explain Genetic Algorithms for Task Scheduling.
Q2
·
c
·
6 Marks
Compare Centralized Load Balancing & Distributed Load Balancing Techniques.
Q3
17 Marks
Q3
·
a
·
9 Marks
Explain Systems and Architectures for Distributed Machine Learning.
Q3
·
b
·
8 Marks
Write note on i) Federated Learning, ii) Hogwild iii) Elastic Averaging SGD
Q4
17 Marks
Q4
·
a
·
9 Marks
What is Apache Spark? Explain working of Apache Spark.
Q4
·
b
·
8 Marks
Explain how integration of AI algorithms in distributed systems can help in Intelligent Resource Management, Anomaly Detection.
Q5
18 Marks
Q5
·
a
·
6 Marks
Explain the Big data processing frameworks in distributed computing.
Q5
·
b
·
6 Marks
Differentiate between SIMD and MIMD.
Q5
·
c
·
6 Marks
Elaborate various scalable data ingestion methods used in distributed computing environments.
Q6
18 Marks
Q6
·
a
·
6 Marks
Explain how AI and data science can be applied for large-scale data processing and analytics.
Q6
·
b
·
6 Marks
Compare SISD and MISD
Q6
·
c
·
6 Marks
Discuss about various types of real-time analytics used in distributed computing systems.
Q7
17 Marks
Q7
·
a
·
9 Marks
Explain Anomaly as well as Behavior AI-based Intrusion Detection&Threat Mitigation Techniques
Q7
·
b
·
8 Marks
Explain how can Secure Multi-Party Computation(SMPC)be effectively implemented to ensure confidentiality and privacy preservation.
Q8
17 Marks
Q8
·
a
·
9 Marks
Enlist the various security challenges in distributed systems? Elaborate any three challenges in detail?
Q8
·
b
·
8 Marks
Write a Short Note a Threat Hunting and Visualization.
| Subject Name | Distributed Computing |
|---|---|
| Semester | VIII |
| Pattern Year | 2019 |
| Subject Code | 417531 |
| Max Marks | 70 |
| Total Questions | 8 |
| Duration | 2½ Hours |
| Paper Number | [6263]-391 |
| Academic Year | B.E. |
| Branch Name | AI&DS |
| Exam Type | ENDSEM |
| Exam Session | 2024 May Jun ENDSEM |
| Watermark | ['CEGP013091', '49.248.216.238 11/05/2024 13:30:53 static-238'] |
Loading PDFs...
INSEM
INSEM
ENDSEM
Select Paper