Minor Specialization Degree in HPC & Cloud Computing
- Get Minor Degree from IIT Guwahati
- Live sessions from IIT Guwahati Faculty
- Mentoring session from Industry Experts
- Capstone Projects and Internship Opportunities
- Multiple case studies
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
Job Role
- Cloud Solutions Architect
- HPC Engineer
- Cloud DevOps Engineer
- Cloud Systems Administrator
- HPC Application Developer
- Cloud Security Specialist
- Cloud Data Engineer
- HPC Infrastructure Specialist
Training Option
- Live-Online Instructor Led Training
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 capstone projects
- Live-Online sessions with Industry Experts & Subject Matter Expert from Rooman
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
- In-Person Classroom based Training conducted by Subject Matter Expert
- Flexibility to attend classes at any of our 50+ Centers PAN India
- Hands-on experience at our state-of-the-art Lab
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 Capstone & 1 real-world project
- Exclusive sessions with Industry & Subject Matter Expert
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
- Access to Campus Placement drives
- 1 year access to our LMS
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