Tools and Techniques for High Performance Computing: Selected Workshops, HUST, S

Tools and Techniques for High Performance Computing: Selected Workshops, HUST, S

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HPC (High Performance Computing) is a crucial aspect of modern scientific research and data analysis. To aid researchers and professionals in this field, the School of Computer Science at Huazhong University of Science and Technology (HUST) regularly organizes workshops focusing on various tools and techniques for HPC.

Some of the selected workshops offered by HUST include:

1. Introduction to Parallel Computing: This workshop covers the basics of parallel computing, including parallel algorithms, parallel programming models, and parallel architectures. Participants will also learn how to optimize their code for parallel execution on HPC clusters.

2. Performance Tuning for HPC Applications: In this workshop, participants will learn how to analyze the performance of their HPC applications and identify bottlenecks. They will also learn techniques for optimizing performance, such as loop unrolling, vectorization, and cache optimization.

3. GPU Programming with CUDA: This workshop focuses on programming GPUs using CUDA, a parallel computing platform developed by NVIDIA. Participants will learn how to write efficient CUDA code for performing parallel computations on GPUs.

4. Big Data Analytics with Hadoop: This workshop covers the basics of big data analytics using Hadoop, an open-source framework for distributed computing. Participants will learn how to process and analyze large datasets using Hadoop’s MapReduce programming model.

5. Deep Learning with TensorFlow: This workshop introduces participants to deep learning using TensorFlow, an open-source machine learning framework developed by Google. Participants will learn how to build and train deep neural networks for tasks such as image recognition and natural language processing.

These workshops are designed to equip participants with the tools and techniques necessary to tackle complex computational problems in various domains, including scientific research, engineering, finance, and healthcare. By attending these workshops, participants can enhance their skills in HPC and stay up-to-date with the latest advancements in the field.
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