GPU Cloud: What options are available?

4th October 2021 by Brytlyt

If your organisation has considered moving operational infrastructure to the cloud, there are a range of options available with an array of benefits. Having cloud-powered GPUs offers a flexible and scalable solution to your needs, with the two main options that Brytlyt offer being ‘Serverless’ and ‘On-Prem’.

We offer a complete serverless SaaS solution that users can access simply by logging in through their browser. As a pay-as-you-go model, GPU resources are only charged based on what you use.

On-Prem offers you the option to harness GPU-acceleration on-site at your workplace, working seamlessly with your existing technology. Physical installation is quick and easy and gives you peace of mind with security, management and scale.

The power that’s available from GPU cloud computing has completely shifted corporate IT architecture, due to the ability to scale with the growth of an organisation, as well as how current demand dictates. The notion of having infrastructure and functionality on-demand without the traditional down payment investment makes a compelling business case to all organisations.

What is a Cloud GPU?

A cloud GPU provides hardware acceleration for an application, without requiring an actual GPU on the user’s local device (laptop etc.). Common use cases for cloud GPUs typically include:

Computational workloads

Large-scale mathematical modelling, deep learning and advanced analytics require the parallel processing abilities of general-purpose graphics processing unit (GPGPU) cores.

Visualisation workloads

Powerful server & desktop applications often employ graphically demanding content. Cloud GPUs can be used to accelerate video encoding, rendering, and streaming, as well as CAD.

How are cloud GPUs Advancing Deep Learning?

DL (Deep Learning) is an advanced ML (Machine Learning) technique that is the foundation of AI (Artificial Intelligence). These technologies require an intense amount of processing of large datasets. As GPUs are specially designed to run multiple calculations at once, this makes them ideal for training AI models. By containing multiple cores, GPUs excel in parallel processing computations. Additionally, their high memory bandwidth easily accommodates the large amounts of data that’s typical of deep learning machines.

Why use Brytlyt as your GPU Cloud Provider?

  • Our end-to-end platform delivers decision support and business intelligence, offering critical insights.
  • Brytlyt helps you interactively query, visualise and power data science workflows over billions of records with a wide range of accelerated analytics solutions.
  • Built on PostgreSQL, we empower users to analyse more data, faster and with ease.

At the forefront of the GPU cloud revolution

Over time, GPUs have become more flexible and programmable, enhancing their capabilities beyond the gaming sphere. This allowed graphics programmers to create more interesting visual effects and realistic scenes with advanced lighting and shadowing techniques. Other developers also began to tap into the power of GPUs to dramatically accelerate additional workloads in high performance computing (HPC), deep learning, and more.

The colossal computing power available from cloud-based GPUs can extract and process business intelligence from huge datasets with incredible speed and accuracy.

A Next Generation Analytics Workbench

Our analytics visualisation workbench means our clients can generate smarter intelligence at incredible speed. This information can be processed in many ways. Reports and summaries are good, but interactive dashboards that give users the power to make decisions in real time deliver the agility required to be way ahead of the competition.

By understanding the importance of data-driven businesses, we help our clients find meaning in their data with rapidly accelerated analytics.

Our unique GPU IP technology has been developed to be at the very forefront of the transformational insight revolution. Our next generation platform with ‘speed-of-thought’ analytics is built for ambitious businesses who want to harness their rapidly growing datasets to their full potential.

We know data; and we know how to help businesses get the most out of huge amounts of data, in an instant.

A smarter integration

Instead of overhauling existing systems, our platform can be easily integrated into most business environments. Brytlyt is the future-proofed approach to data processing and business analytics.

Tomorrow’s technology, today

Plus, its adaptable functionality means you can continue to develop the platform as your needs change.

Contact us today to get started.