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Today’s applications have become much more user-interface and user-experience oriented, which helps businesses and employees do more. But delivering visualization from real-time data demands a new level of performance from applications and the hardware that enables it — graphics processing unit (GPU) accelerators — which boost computational performance from the data center to the cloud and edge.

Accelerator technology is, indeed, gaining momentum. It doesn’t matter where you are on that journey. You might be starting to think about GPUs, you’re weighing your options or you’ve already begun deploying accelerators for key workloads. The fact of the matter is that more businesses are recognizing the distinct performance advantages that GPU technology can bring to today’s most important workloads — artificial intelligence and machine learning (AI/ML), high performance computing (HPC), database and data analytics, virtual desktop infrastructure (VDI) or enhanced graphics for media delivery and streaming.

In the not too distant past, the process of incorporating accelerator technology into your infrastructure involved a significant commitment and investment in supercomputers. This approach still continues for extreme workload performance applications, but businesses have more options today to deliver faster visual outcomes across their infrastructure. Dell Technologies is helping customers address their graphics requirements with solutions that bridge their workload challenges with GPUs brought into the mainstream through proven Dell EMC PowerEdge servers. From purpose-built servers designed specifically for accelerated workloads to powerful GPUs available for upgrading their existing servers, there are multiple ways to harness the power of GPUs and deliver faster time-to-value.