Parallel Computing
(การประมวลผลแบบขนาน)
Definition
Parallel Computing (การประมวลผลแบบขนาน) Hard Skill
Parallel computing is a method of computation where many calculations or processes are carried out simultaneously, leveraging multiple processors or cores to solve complex problems faster.
Expertise Level
Level 1
Basic
1. Understands the fundamental concepts of parallel computing.
2. Can explain difference between parallel and sequential processing.
3. Familiar with basic hardware components like multi-core processors.
Level 2
Intermediate
1. Can design and implement simple parallel algorithms.
2. Uses parallel programming models like threads or OpenMP effectively.
3. Able to identify potential performance bottlenecks in parallel programs.
Level 3
Advanced
1. Develops and optimizes complex parallel algorithms for high-performance computing.
2. Utilizes advanced parallel computing frameworks such as MPI or CUDA.
3. Addresses synchronization, load balancing, and scalability issues in large systems.
