Home > AI Solutions > Gen AI > White Papers > Generative AI in the Enterprise with NVIDIA Spectrum-X Networking Platform > Business challenge
A growing number of organizations are exploring private artificial intelligence (AI) and generative AI solutions. However, designing and implementing the advanced infrastructure required for AI applications presents many challenges. AI tasks are resource-demanding, require high performance, and rely on error-free data transmissions. Organizations’ expertise and timelines for designing and running a working AI solution also bring about more challenges.
Using traditional Ethernet, with its normal congestion, latency, and bandwidth issues, makes it difficult for businesses to achieve the peak network performance required for AI. NVIDIA Spectrum-X, however, provides better throughput and increased performance over traditional Ethernet, and offers the software and hardware component stack needed to create the necessary infrastructure for the AI environment. This component stack includes the addition of a new and crucial fabric for highly efficient connectivity between GPUs in a GPU cluster to properly handle their tasks.
The Dell AI Factory with NVIDIA provides organizations with the building blocks for seamless integration of AI models and frameworks into their operations, enabling them to turn their ideas into practical applications. From digital assistants to new code generation and natural language search applications, the AI Factory framework allows organizations greater control over their proprietary data and scales efficiently, providing a more affordable alternative to many public cloud solutions.