CPUs are designed for general purpose computing, able to handle anything thrown at them. As such, for running a flexible array of applications, such as an email server, web client or word processing application, they're ideal. Yet, if focused on a specific task, custom hardware designed to do that job will be faster than a CPU. A good example of this is Graphics Processing Units (GPUs), which are built differently to CPUs. Designed specifically for generating realistic 3D graphics at speed, GPUs are built to process fast and accurate floating-point number arithmetic. GPUs typically have slower core speeds than CPUs, but they can have thousands of cores running in parallel. The result is that certain mathematical operations can run faster on a GPU than a CPU. GPU servers, as the name suggests, are servers packed with graphics cards, designed to harness this raw processing power. Using an offloading process, the CPU can hand specific tasks to the GPUs, increasing performance.
Some of the benefits of GPU VPS hosting
If your server isn’t creating the graphics that your end-users see, then why does it need a GPU? Manufacturers design GPUs for fast 3-D processing, accurate floating-point arithmetic and error-free number crunching. Although they typically operate at slower clock speeds, they have thousands of cores that enable them to execute thousands of individual threads simultaneously.
You Get to Save Your CPU for the Big Stuff
Running computationally intensive tasks on a CPU can tie up the whole system. Offloading some of this work to a GPU is a great way to free up resources and maintain consistent performance.
Interestingly, you can just send the toughest workloads to your GPU while the CPU handles the main sequential processes. Such GPGPU strategies are critical to delivering better services that cater to end users, who experience accelerated performance.
Big Data Thrives in Parallel Environments
Many of the Big Data tasks that create business value involve performing the same operations repetitively. The wealth of cores available in GPU server hosting lets you conduct this kind of work by splitting it up between processors to crunch through voluminous data sets at a quicker rate.
Improved Power Consumption
You don’t have to be an eco-conscious company to benefit from energy-efficient computing. GPU-equipped systems that use less energy to accomplish the same tasks place lower demands on the supplies that power them. In specific use cases a GPU can provide the same data processing ability of 400 servers with CPU only.
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