The Power of GPU Acceleration in Business: What It Is, What It Does, And Why it Matters
As graphics technology grows in power and performance, businesses are increasingly looking to graphics processing over traditional CPUs. Why? What benefits do they bring, and why should your business consider doing the same?
What is GPU Acceleration?
GPUs, or graphics processing units, are pieces of hardware typically used to render complex imagery, removing such demands from the Central Processing Unit (CPU). Game developers and other visually-focused companies were first to take advantage of GPUs' performance improvements, driving high-fidelity and visually intensive video games. Organisations such as the United States military used the PlayStation 3's graphics power to process satellite imagery and power AI research more rapidly. GPU performance has increased rapidly over the past decade, providing superior power, bandwidth, and efficiency compared to the CPU, often up to 100x faster when directed toward parallel problems involving image processing and machine learning. GPUs offer a substantial number of cores compared to the CPU, higher bandwidth, and efficiency-focused GPUs can claim up to 10x increased efficiency when compared to CPUs performing the same tasks. These efficiency and performance benefits have caused a shift away from driving workloads and processes away from a CPU load to that of the GPU. Therefore, GPU Acceleration is simply the usage of GPUs to accelerate workloads to improve results, time spent, and performance and energy costs associated with the task.Where is GPU Acceleration Applied?
We've already covered an example or two (mentioned above), but let's look at how businesses are already starting to adopt wide-scale GPU acceleration in their operations. Adobe software such as Premiere Pro uses GPUs to accelerate rendering processing loads, increase performance, and speed up playback times. The Mercury Playback Engine renderer uses the GPU's power to render GPU-accelerated effects, including blurs, lens distortion removal, and more. GPU acceleration impacts more than just video and image editing programs; NVIDIA's list of supported applications and industries shows the scope of GPU acceleration's use:- Computational Finance
- Modeling climate, weather, and oceans
- Data science and analytics
- Deep and Machine learning
- Federal Defense and Intelligence
How Can GPU Acceleration Benefit Your Business?
GPU acceleration continues to increase in its business applications, as you have already seen. So how precisely can it benefit your business? If your business involves complex data processing, particularly visual data, GPU acceleration can enhance the way you work, saving on time spent, power efficiencies, and more. With GPUs offering so much more performance than the traditional CPU, it's clear why GPU acceleration and dedicated GPU servers are quickly becoming commonplace in places of business. Modern graphics like the ASUS 710 also allow support for multiple display output alongside business-class performance, perfect for businesses needing to run complex workflows and drive multiple displays at the same time.ASUS Graphics: Powerful Graphics Acceleration Performance
ASUS recently released GPU product ranges covering NVIDIA and AMD's latest technologies, with their RTX 3000 and RX 6000 series, respectively. With support for advanced graphics technologies such as real-time ray tracing, and more cores and performance than any previous-generation product, ASUS graphics are ideal for businesses looking to implement GPU acceleration in their day-to-day operations. Browse the ASUS graphics range: ASUS Graphics
