HPC DSATS
HPC (High Performance Computing)
- It is used for scientific discoveries, game-changing innovations, and to improve quality of life.
- It is a foundation for scientific & industrial advancements.
- HPC is used to solve complex modeling problems in a spectrum of disciplines. It includes AI, Nuclear Physics, Climate Modelling, etc.
- HPC is applied to business uses as well as data warehouses & transaction processing.
Importance of High Performance Computing (HPC)
- It will complete a time-consuming operation in less time.
- It will complete an operation under a light deadline and perform a high numbers of operations per second.
- It is fast computing, we can compute in parallel over lot of computation elements CPU, GPU, etc. It set up very fast network to connect between elements.
- The convergence of HPC solutions and artificial intelligence (AI) is driving a major paradigm shift in classical computing.
Need of High performance Computing (HPC)
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Big Data Analytics: We focus on large-scale data analytics problems that arise in different application domains and disciplines.
HPC as a Service (HPCaaS): HPCaaS provides the resources required to process complex calculations, working with massive amounts of data through our existing.
MLOps: With MLOps, we provide an end-to-end machine learning development process to design, build and manage reproducible, test table.
Artificial Intelligent: The convergence of HPC solutions and artificial intelligence (AI) is driving a major paradigm shift in classical computing.
High Quality Storage: We have experience in parallel file systems, allowing us to obtain easily scalable solutions, both in space.
System Monitoring and Alerting: HPC infrastructure monitoring is critical to ensuring the performance and longevity of scientific tasks.
Missions Visions Goals
- Research groups that are involved in the field of high-performance computing (hpc).
- Research groups that are not related to high-performance computing but have a need to run parallel applications on powerful computers.
- Enterprises that need to use the HPC Lab services.
- Missions
- Development of numerical computation/simulation methods that make efficient use of CPU-GPU/MIC hybrid architecture.
- Development of support tools on CPU-GPU/MIC hybrid architecture.
- Research tools to convert parallel applications running on traditional CPU architecture to CPU-GPU/MIC hybrid architecture.
- Visions
- Serving high-performance computing research in the field of computers.
- Serving scientific calculations in related studies.
- Serving training (Research laboratory for graduate students and doctoral students.
- Research and application of HPC cloud.
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