Skill: Parallel computing and usage of HPC systems

Understaning of cluster operation and proficiency in using HPC infrastructures and running, scaling and optimising parallel applications on high-performance computing systems.

Related skills

• Job scheduling and resource management
• Parallel programming
• Performance analysis and optimisation

Learning resources

• Introduction to Parallel Computing
• Parallel and High Performance Computing
• The Art of Multiprocessor Programming

Tools

• Apache Spark
• CUDA
• Ray

Methodologies

• Distributed computing
• HPC Tiers
• Load balancing
• Memory hierarchies
• Post-processing
• Scalability analysis