Minor Specialization Degree in HPC & Cloud Computing - Rooman Technologies

Minor Specialization Degree in HPC & Cloud Computing

A Minor Specialization Degree in HPC & Cloud Computing provides essential knowledge and skills in high-performance computing and cloud technologies.

Program Duration : 270 Hrs

At 15 - 20 hrs/week

Classroom Based

Learning format

About Program

The Minor Specialization Degree in HPC (High-Performance Computing) & Cloud Computing provides students with a comprehensive understanding of cutting-edge technologies essential for modern computing environments. This program delves into the principles and practices of both high-performance computing and cloud computing, equipping students with the skills needed to tackle complex computational problems efficiently and effectively. Topics covered include parallel computing, distributed systems, virtualization, containerization, and scalable cloud architectures. Through hands-on projects and practical exercises, students gain proficiency in designing, deploying, and managing high-performance computing clusters and cloud-based infrastructures. Emphasis is placed on optimizing performance, scalability, reliability, and security in computing systems. Additionally, the course addresses emerging trends such as edge computing and serverless architectures, ensuring students are well-prepared for the dynamic landscape of IT infrastructure. This specialization is ideal for students seeking careers in fields such as data science, scientific computing, software development, and cloud engineering, where proficiency in HPC and cloud technologies is increasingly in demand.

Course Curriculum

    • Introduction to HPC
    • Serial Code Optimization
    • Parallel Processing Concepts
    • Levels and Model of Parallelism
    • Parallel Architectures
    • Introduction to Parallel Algorithms
    • Fundamental Design Issues in HPC
    • Parallel Languages and Programming Environments
    • Performance Analysis of Parallel Algorithms
    • Fundamental Limitations in HPC
    • Benchmarking HPC
    • Scalable Storage Systems
    • HPC Based on Cluster
    • Accelerated HPC
    • Power-aware HPC Design
  • Introduction to HPC, Grid, and Cloud System
  • Introduction to Job Scheduling
  • Power-aware HPC Design
  • Benefits and Drawbacks of Cloud Systems
  • Mathematical Model for IaaS, PaaS, and SaaS
  • Data Center Pricing Model
  • Cloud VM Pricing Model
  • Cloud Resource Management
  • Prediction of Workload
  • Online Scheduling
  • Cloud Compute, Storage, Database
  • User-Level Cost Optimization with Deadline Constraints
  • User-Level Delay Optimization with Budget Constraints
  • Robustness and Reliability Ensured Cloud Resource Hiring
  • Edge Computing
  • IoT Interface to Cloud
  • Privacy and Security Aspects of Cloud
  • Sensing as a Service in Cloud
  • Introduction to AWS Cloud Computing
  • AWS Fundamentals
  • Amazon EC2
  • Amazon S3
  • Amazon DynamoDB
  • Amazon Redshift
  • Amazon VPC
  • AWS Security and Compliance
  • AWS Monitoring, Logging, and Troubleshooting
  • AWS Deployment and Management Tools
  • Advanced AWS Architectural Patterns
  • Introduction to DevOps
  • Version Control with Git
  • Continuous Integration with Jenkins
  • Infrastructure as Code with Terraform
  • Configuration Management with Ansible
  • Containerization with Docker
  • Continuous Deployment with Kubernetes
  • AWS DevOps Tools Overview
  • Cloud Computing
  • Cloud Security Fundamentals
  • Cloud Deployment Models
  • Identity and Access Management (IAM)
  • Encryption and Key Management
  • Network Security in the Cloud
  • Compliance Frameworks and Standards
  • Risk Management in the Cloud
  • Incident Response and Forensics
  • Security Monitoring and Logging
  • Secure Cloud Architecture Design
  • Case Studies and Real-World Scenarios

Salary Scale

Maximum
10 LPA
Average
4 LPA
Minimum
2.5 LPA

Job Role

Training Option

Need Guidance?

Talk to our experts on
08069451000

Tools & Softwares

Certification & Quality Assurance

Our Alumni Work at

Certification Partners

What Students Say

Share processes an data secure lona need to know basis without the need

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Shams W.Pawel Founder & CEO of XpeedStudio

Behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarks grove right at the coast

Salary Scale

Maximum
10 LPA
Average
5 LPA
Minimum
3.5 LPA

Job Role

Get In Touch

Take a First Step Towards Building Your Career