Gen AI And It Infrastructure: Exploring The Impact On The Network
theCUBE, Thursday, August 29th, 2024
The rapid growth of generative AI (Gen AI) is reshaping the demands of the IT infrastructure and requiring new technology purchases. Organizations must be able to scale these environments to keep pace with GenAI's evolving workloads and ensure robust support for AI-driven innovation.
Gen AI places new demands on computing, storage, and network infrastructure performance. The complexity and scale of Gen AI workloads, from training, inference, advanced data analytics and autonomous systems to intelligent chatbots, require a significant leap in infrastructure capabilities. For example, traditional enterprise data center networks are often inadequate to handle the intense pressure exerted by these advanced AI workloads.