DSATS : HIGH PERFORMANCE COMPUTING

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Date Listed/Updated: 2023-01-29 01:48:55

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Author/Publisher name: DSATS DSATS

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HIGH PERFORMANCE COMPUTING, Importance of 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. Need of High performance Computing 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 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 MLOps :- With MLOps, we provide an end-to-end machine learning development process to design, build and manage reproducible. 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. System Monitoring and Alerting:- HPC infrastructure monitoring is critical to ensuring the performance and longevity of scientific tasks - Serving high-performance computing research in the field of computers. - Serving scientific calculations in related studies. - Serving training for graduate students and doctoral. - Enterprises that need to use the HPC Lab services

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DSATS : HIGH PERFORMANCE COMPUTING March 20, 2020 HIGH PERFORMANCE COMPUTING Importance of 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. Need of High performance Computing 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 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, testable, and. 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 and ... System Monitoring and Alerting:- HPC infrastructure monitoring is critical to ensuring the performance and longevity of scientific tasks - Missions - Research groups that are involved in the field of high-performance computing. - 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. - Visions - 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. - Goals - 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. https: dsats-hpc-lab.blogspot.com 2020 03 dsats-high-performance-computing.html

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