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CS-802 (B) · Cloud Computing/Unsolved PYQ Paper

CS-802-B Cloud Computing - Jun 2025 Question Paper

Under each question, How to answer lists the points an answer should cover, outlined by CampusPrep from the syllabus. Check the details against your textbook.

  1. 7 Marks
    aExplain the basic architecture of web services in cloud computing.
    How to answer
    • Define web services and cloud-based service orientation
    • Describe provider, requester, registry roles and SOAP/WSDL/UDDI interaction
    • Explain layered architecture: transport, messaging, description, discovery, composition
    • Mention cloud deployment with diagram of architecture
  2. 7 Marks
    bDiscuss the role of SOAP, WSDL and UDDI in web services.
    How to answer
    • Define SOAP as messaging protocol with envelope structure
    • Define WSDL as service description language
    • Define UDDI as discovery and publishing registry
    • Explain combined role in publish-find-bind model
  3. 7 Marks
    aWhat is virtualization technology? How is it used in cloud environments?
    How to answer
    • Define virtualization and hypervisor types
    • Explain server, storage, network virtualization
    • Describe use in cloud for resource pooling and multi-tenancy
    • Mention benefits: isolation, elasticity, migration
  4. 7 Marks
    bExplain the multi-schema approach in cloud databases.
    How to answer
    • Define multi-schema approach for multi-tenancy
    • Explain separate vs shared schema variants
    • Discuss isolation, customization and scalability trade-offs
    • Mention examples in cloud databases
  5. 7 Marks
    aDiscuss the importance of data storage solutions like Big Table and HBase in cloud computing.
    How to answer
    • Introduce BigTable and HBase as column-oriented NoSQL stores
    • Explain architecture: distributed, fault-tolerant, scalable
    • Discuss importance for big data and cloud applications
    • Compare with traditional RDBMS for cloud scale
  6. 7 Marks
    bHow does enterprise batch processing benefit from the Map-Reduce model?
    How to answer
    • Define Map-Reduce phases: map, shuffle, reduce
    • Explain parallel and distributed batch processing
    • Discuss benefits: scalability, fault tolerance, cost efficiency
    • Give enterprise batch use cases
  7. 7 Marks
    aExplain the fundamental principles of cloud security.
    How to answer
    • List CIA triad, shared responsibility, defense in depth
    • Explain identity, access management and encryption
    • Discuss network security, isolation and compliance
    • Mention trust, privacy and availability principles
  8. 7 Marks
    bWhat are the key security recommendations for securing virtual machines (VMs)?.
    How to answer
    • Recommend hardening, patching and minimal images
    • Explain isolation, hypervisor security and network segmentation
    • Discuss monitoring, backup and access control for VMs
    • Mention encryption and anti-malware measures
  9. 7 Marks
    aDiscuss the challenges associated with data migration in cloud computing.
    How to answer
    • Define data migration types and phases
    • Discuss downtime, data loss and compatibility challenges
    • Explain bandwidth, security and cost issues
    • Suggest migration strategies and tools
  10. 7 Marks
    bHow does streaming technology work in cloud-based applications?
    How to answer
    • Define streaming technology and cloud streaming architecture
    • Explain ingestion, processing and delivery workflow
    • Discuss scalability, low latency and CDN role
    • Give examples: video, audio, live applications
  11. 7 Marks
    aWhat is Sky Computing? How is it different from traditional cloud computing?
    How to answer
    • Define Sky Computing as multi-cloud interoperation layer
    • Explain broker-based use of multiple clouds
    • Differentiate from single-provider traditional cloud
    • Discuss benefits: avoid lock-in, optimization
  12. 7 Marks
    bDiscuss resource dynamic reconfiguration and its impact on cloud efficiency.
    How to answer
    • Define dynamic reconfiguration and auto-scaling
    • Explain live migration and resource reallocation
    • Discuss impact on utilization, cost and performance
    • Mention efficiency and SLA improvement
  13. 7 Marks
    aHow does monitoring in cloud computing help in ensuring optimal performance?
    How to answer
    • Define cloud monitoring metrics and tools
    • Explain detection of bottlenecks and anomalies
    • Discuss auto-scaling, alerting and SLA assurance
    • Mention continuous optimization for performance
  14. 7 Marks
    bExplain how cloud computing is used for real-time applications.
    How to answer
    • Define real-time cloud requirements: low latency, elasticity
    • Explain stream processing, messaging and edge integration
    • Discuss use cases: IoT, finance, gaming
    • Mention services enabling real-time analytics
  15. 7 Marks
    aWhat are the major inter-cloud issues faced by enterprises?
    How to answer
    • Define inter-cloud and federated cloud concept
    • List issues: interoperability, portability, security
    • Discuss governance, SLA and management complexity
    • Mention standards and vendor lock-in
  16. 7 Marks
    bProvide a case study on cloud resource optimization and load balancing techniques.
    How to answer
    • Define resource optimization and load balancing goals
    • Describe techniques: round-robin, least-connection, auto-scaling
    • Present case study scenario with metrics and outcome
    • Conclude with efficiency and cost benefits
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