DSATS : HIGH PERFORMANCE COMPUTING 0.01
IGH 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
