Websites in today’s modern era are complex and powerful beasts. They are far more than just a collection of HTML files. They often act as the front end to powerful web applications, databases and APIs.
So what do you do if your website needs more power? Traditionally you would add an additional CPU to your server or servers. This is a costly solution. It will take up valuable space in your rack, use excessive amounts of power and cost you a fortune in cooling costs.
This is where adding a GPU to your server makes perfect sense. A GPU can be added for a fraction of the cost of a CPU but will provide massive increases in performance.
Benefits Of Adding a GPU To Your Website Server:
There are many significant advantages of using a GPU over a CPU when it comes to website hosting:
Cost: A high performance CPU can cost hundreds or thousands of dollars per server. A GPU card can cost less than $500 and provides a lot more processing power for its price.
Space: A CPU takes up valuable space inside your server, typically 1U (1 rack unit) to 2U (2 rack units). GPUs are much smaller and can easily fit inside the server with minimal impact on its footprint. For example,
Benefits Of Adding a GPU To Your Website Server
Benefits Of Adding a GPU To Your Website Server
Posted by Marvi on Jul 29, 2016 in blog | Comments Off on Benefits Of Adding a GPU To Your Website Server
Today we have a guest post from Marvi at TitanHST.com. It is a very interesting article that you might not have thought about before… especially if you are running your own server at home!
Benefits Of A GPU For Websites
A graphics processing unit (GPU) is a specialized electronic circuit designed to rapidly manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, mobile phones, personal computers, workstations, and game consoles. Modern GPUs are very efficient at manipulating computer graphics and image processing. Their highly parallel structure makes them more efficient than general-purpose CPUs for algorithms where the processing of large blocks of data is done in parallel. In a personal computer, a GPU can be present on a video card or embedded on the motherboard or – in certain CPUs – on the CPU die itself.
Modern desktop computers and most mobile devices contain integrated GPUs or GPUs as one of their components. In the history of computing there were many
GPUs are Graphics Processing Units, but they’re now being used for more than just gaming. Adding a GPU to your website server can be an attractive option if you want to use machine learning techniques on your website.
If you have a website that is receiving high traffic, you may want to consider adding a GPU to your server. GPUs are Graphics Processing Units and were originally designed for the creation of computer graphics for games and other applications. Since then, the industry has realised that GPUs can be used for machine learning in order to train algorithms much faster than traditional CPU processing power.
Adding a GPU can give your website the ability to perform machine learning tasks through a technique called deep learning. Deep learning involves training algorithms using large amounts of data in order to make predictions about data in the future. If you’re looking at using deep learning on your website, then you should definitely consider adding a GPU to your server as this will help speed up the process of training your algorithm significantly. The main benefit here is that it will allow you to get more out of your data by training it faster than before – which means you’ll be able to spend more time analysing results rather than waiting around for them!
While the benefits of adding a GPU to a desktop computer are well known, the advantages of using GPUs in website servers is not as widely understood. The purpose of this blog post is to describe the various ways a GPU can be added to a website server, how it can be used and how it can be managed.
A GPU is an integrated circuit designed to rapidly manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, mobile phones, personal computers, workstations, and game consoles. Modern GPUs are very efficient at manipulating computer graphics and image processing. Their highly parallel structure makes them more efficient than general-purpose CPUs for algorithms where the processing of large blocks of data is done in parallel. In a personal computer, a GPU can be present on a video card or embedded on the motherboard or – in certain CPUs – on the CPU die.
The problem with current server architectures
In recent years websites have become more complex applications that offer dynamic content. This has resulted in modern websites containing many elements such as videos and animated content that require considerable amounts of computing power and bandwidth from central processing units (CPUs) when rendered by standard web browsers such as Internet Explorer or Firefox.
One
For the past few years, the focus of web server hardware has been on the processing speed of central processing units (CPUs). In fact, single-core processors have become so fast that they are now capable of handling multiple simultaneous requests — a capability known as multi-threading. However, there’s a new kid in town, and it’s time to take a new look at what hardware is required for a website that streams video or serves lots of images. The GPU is the type of graphics card used by computers to display video and images.
In this article we’ll take a look at why one might consider adding a GPU to their web server. We’ll then discuss how to add this capability, what you need to install it, and finally, how it works once it’s hooked up and running.
GPUs are becoming increasingly popular because they are designed to perform parallel computations on large data sets. The most common types of GPUs used include the GeForce and Tesla (for gaming and enterprise use), and the CPU-GPU combo chips such as Intel’s Core i5.
The benefits of using a GPU in your web server include:
Increased Speed: Many websites use some form of client-side scripting that requires the use of JavaScript, such as Ajax, HTML, or CSS. With a GPU, these scripts can run much faster than on a traditional CPU. This is especially true for sites that use large amounts of graphics or animations.
Reduced Server Load: A GPU is capable of processing a large amount of data quickly, which means that your website will be able to handle more users at once. In addition to reducing server load, it also reduces the number of servers you need in order to handle traffic spikes.
Increased Revenue: Because a GPU can process so much data so quickly, it can increase your revenue by allowing you to sell more products and services through your website. This is especially true for sites that offer a lot of videos or other media files, since people are more likely to buy things if they don’t have to wait long periods of time for them