Day 1 — Monday
Linux for HPC Users
- Introduction to HPC and cluster environments
- Linux file system and essential commands
- SSH access and environment setup
- Compilation using gcc
Workshop Objectives
— ◆ —
01
Work confidently in a Linux HPC environment
02
Understand HPC system architecture and compute clusters
03
Write optimized Python programs for scientific workloads
04
Develop GPU-accelerated programs using CUDA
05
Implement distributed computing using MPI
06
Run and manage jobs using SLURM scheduler
07
Execute real workloads on HPC infrastructure
08
Build and present a mini HPC application
Prerequisites
Basic programming knowledge (any language). No prior HPC/GPU experience required.
Software Stack
Linux (Ubuntu/RHEL)
Python
NumPy
Numba
Dask
MPI4Py
NVIDIA CUDA Toolkit
OpenMPI / MPICH
SLURM
GCC / NVCC
htop
nvidia-smi
Curriculum
— ◆ —
Day 2 — Tuesday
Python for Scientific Computing
- Scientific Python ecosystem
- NumPy optimization and benchmarking
- Parallel Python (multiprocessing, joblib, Dask)
Day 3 — Wednesday
HPC Architecture + CUDA
- Cluster architecture and compute nodes
- CPU vs GPU computing model
- CUDA programming (threads, blocks, kernels)
Day 4 — Thursday
MPI + SLURM
- Distributed computing concepts
- MPI programming and communication
- SLURM job scheduling and scripts
Day 5 — Friday
Integrated Workflow + Project
- Performance optimization and scaling
- Team-based HPC mini project
- Benchmarking and profiling
- Final competition and evaluation
Final Project Evaluation
— ◆ —
| Criteria | Weightage |
|---|---|
| Performance Speedup | 30% |
| Correctness | 25% |
| Parallel Efficiency | 20% |
| Code Optimization | 15% |
| Presentation | 10% |
Our Patrons
— ◆ —
Prof. (Dr.) Samit Ray
Honorable Chancellor
Adamas University
Patron
Prof. (Dr) Suranjan Das
Honorable Vice Chancellor
Adamas University
PatronResource Persons
— ◆ —
Dr. Radha Tamal Goswami
Professor
Adamas University
Dr. Amlan Chakrabarti
Professor
Calcutta University
Mr. Rajat Subhro Roy
Director
Adamas Tech
Mr. Souvik Das
IBM Garage Leader, AI/Generative AI Leader
IBM Consulting
Dr. Sajal Saha
Associate Dean & HOD (CSE)
Adamas University
Dr. Nilanjan Dey
Professor
Techno Int. Newtown
Dr. Surojit Bose
Associate Professor
Kusum Devi Dental Hospital
Mr. Niladri Roy
Enterprise Architect & Product Delivery Lead
Tata Consultancy Services
Dr. Swalpa Kumar Roy
Assistant Professor
AGEC
Dr. Saptarshi Goswami
Assistant Professor
Banga Bashi College
Coordinators & Committee
— ◆ —
Coordinators
Prof. (Dr) Sajal Saha
Associate Dean & HOD (CSE)
Adamas University
Coordinator
Dr. Bodhi Chakraborty
Assistant Professor
Co-CoordinatorCommittee Members
Prof. (Dr) Debdutta Pal
Professor
Mr. Prabhat Das
Assistant Professor
Dr. Jhilam Mukherjee
Assistant Professor
Mr. Victor Das
Assistant Professor
Mr. Shiplu Das
Assistant Professor
RD
Mrs. Rupanwita Das Mahapatra
Assistant Professor
Mr. Bishal Mondal
Technical Assistant
Learning Outcomes
— ◆ —
- Use HPC clusters confidently
- Develop GPU-accelerated applications
- Run distributed workloads across nodes
- Manage and schedule jobs using SLURM
- Optimize applications for large-scale computation