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Securing High Performance Computing (HPC) Infrastructure.

Historically, HPC and Big Data platforms (Hadoop) have been managed and operated in isolation. The researchers have to access the environment using a separate set of credentials. With HPC going mainstream and integrating with the enterprise environment, there is a need to delve into securing the HPC infrastructure to comply with audit and compliance requirements.


To discuss the topic of AI infra security, first, let’s understand what constitutes Artificial Intelligence (AI) Infrastructure. There are multiple views on AI infrastructure. To some, it is the same as HPC infra, but to others, it could be very different. This can be seen at multiple levels.