Introduction to Parallel Computing and GPUs

• Kamer Kaya (Sabancı University)

In this lecture, an introduction to Parallel Computing and GPUs will be given. We will discuss the parallel architectures and the differences between multicore CPUs and manycore GPUs. - Introduction to Parallel Computing - Introduction to GPUs and their Architecture - Introduction to CUDA

xxxx

• Tugba Temizel (METU)

Programming GPUs with CUDA

• Kamer Kaya

In this lecture, GPU programming with CUDA will be covered with real-life use cases and examples from practice, including graph analytics kernels. - Programming GPUs with CUDA - Using Multiple GPUs and Multiple Streams

Debugging and Profiling Performance

• Özcan Dülger

Performance Optimization and Efficiency

• Özcan Dülger