JNTU
JNTU B.Tech IV HIGH PERFORMANCE COMPUTING Previous Question Paper (February/March - 2022 - R18)
Answer any five questions
All questions carry equal marks
Main
Describe the role and common characteristics of Virtual Organization in a Grid computing environment using an use-case scenario.
Answer
A Virtual Organization (VO) is a dynamic, multi-institutional collaborative structure in Grid computing that allows geographically distributed individuals and resources to share computing power, storage, and data to achieve a common goal. It acts as a logical overlay that abstracts the underlying physical infrastructure, enabling secure and coordinated resource sharing without requiring a centralized administrative authority.
The common characteristics of a VO include:
- Dynamic Membership: Participants, including researchers, institutions, and computing nodes, can join or leave the VO based on project requirements.
- Resource Sharing: Resources are shared across institutional boundaries, governed by local policies and global VO-level agreements.
- Security and Trust: Since resources span multiple domains, VOs rely on federated identity management, single sign-on (SSO), and standardized authentication/authorization protocols to ensure secure access.
- Interoperability: VOs utilize standardized Grid middleware to ensure that heterogeneous hardware and software environments can communicate seamlessly.
- Policy-based Governance: Access rights and resource usage are defined by specific policies agreed upon by the participating entities.
Use-Case Scenario: Collaborative Drug Discovery
Consider a global research initiative focused on discovering a vaccine for a new virus. A VO is formed comprising pharmaceutical companies, academic laboratories, and supercomputing centers across different countries. The VO enables researchers to:
- Access massive datasets of protein structures stored in distributed databases.
- Submit compute-intensive molecular docking simulations to high-performance computing (HPC) clusters located in different universities.
- Aggregate results back to a central repository accessible only to authorized VO members.
In this scenario, the VO manages the complex task of authenticating researchers from different institutions, ensuring they have the appropriate permissions to access specific datasets, and scheduling their jobs across the heterogeneous Grid infrastructure, effectively turning disparate resources into a unified, virtual laboratory.
Mention the advantages and disadvantages of Grid Computing.
Answer
Grid computing offers several advantages and disadvantages for distributed resource management:
Advantages:
- Resource Sharing: Enables the aggregation of geographically distributed resources, allowing users to access high-performance computing power, storage, and specialized instruments that would otherwise be unavailable.
- Cost Efficiency: Maximizes the utilization of existing hardware investments by pooling idle resources, reducing the need for redundant infrastructure.
- Scalability: Provides the ability to scale computational capacity dynamically based on demand by adding or removing nodes from the grid.
- Collaboration: Facilitates large-scale collaborative research across different institutions by providing a unified environment for data and application sharing.
Disadvantages:
- Complexity: Managing a heterogeneous environment with varying operating systems, network protocols, and security policies is technically challenging.
- Security Risks: Distributing data and tasks across multiple administrative domains increases the attack surface and complicates authentication and authorization.
- Network Dependency: Performance is heavily reliant on the underlying network bandwidth and latency, making it susceptible to bottlenecks in wide-area networks.
- Standardization Issues: Lack of universal standards for middleware and resource scheduling can lead to interoperability problems between different grid implementations.
Summarize the core functional computational and data requirements of Grid computing applications.
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What are the steps in setting-up and installing an cluster? Discuss the key issues associated with it.
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Discuss the consistency issues in Distributed Shared Memory systems.
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Summarize the basic system architecture and design challenges of Beowulf cluster system.
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Give a detail note on the Compas cluster system configuration with a neat diagram.
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Write down the features and services provides by Palm Operating system support for Pervasive devices.
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How to implement device security in a pervasive computing environment? Explain in brief.
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Write a brief note on various approaches of pervasive device management.
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Explain about Shor’s algorithm in detail for integer factorization.
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What are universal quantum computers? Explain the reversible logic of quantum circuits.
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