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Blog posts tagged
"GPU"

Giulia Lanzafame
26 June 2025

Accelerating data science with Apache Spark and GPUs

Data Platform Ubuntu tech blog

Apache Spark has always been very well known for distributing computation among multiple nodes using the assistance of partitions, and CPU cores have always performed processing within a single partition.  What’s less widely known is that it is possible to accelerate Spark with GPUs. Harnessing this power in the right situation brings imm ...

Yalton Ruiz
9 November 2023

Canonical Kubernetes enhances AI/ML development capabilities with NVIDIA integrations

Kubernetes Ubuntu tech blog

In recent years, Artificial Intelligence (AI) and Machine Learning (ML) have surged in importance. This rise can be attributed to a massive influx of data, enhanced computational capabilities, and significant advancements in algorithms. These changes have empowered various industries and society at large, resulting in cost-effective produ ...

Tytus Kurek
14 October 2021

Ubuntu Server 21.10: What’s new?

Cloud and server Ubuntu tech blog

Ubuntu Server 21.10 (Impish Indri) expands on edge use cases with a minimised system installation option in the Ubuntu Server Live Installer, and native, certified drivers for NVIDIA vGPU software on Ubuntu 20.04 LTS and 18.04 LTS, fully supporting sophisticated AI/ML workloads. ...

Kris Sharma
23 April 2021

Fintech AI/ML on Ubuntu

Financial Services Ubuntu tech blog

The financial services (FS) industry is going through a period of change and disruption. Technology innovation has provided the means for financial institutions  to reimagine the way in which they operate and interact with their customers, employees and the wider ecosystem. One significant area of development is the utilisation of artific ...

haydenb
17 June 2020

Getting started with CUDA on Ubuntu on WSL 2

Ubuntu Ubuntu tech blog

At Build 2020 Microsoft announced support for GPU compute on Windows Subsystem for Linux 2. Ubuntu is the leading Linux distribution for WSL and a sponsor of WSLConf. Canonical, the publisher of Ubuntu, provides enterprise support for Ubuntu on WSL through Ubuntu Advantage. This guide will walk early adopters through the steps on turning ...

Fabio Augusto Miranda Martins
22 April 2020

Installing NVIDIA GPU Drivers On Oracle Cloud

Cloud and server Ubuntu tech blog

In recent reports, it is stated that datacenter-based GPU deployments is the fastest sector, and again, that’s no surprise.  The cloud has had its own incredible growth over the years, and it’s only natural that these two technologies are starting to work in harmony.  As a matter of fact, most public clouds have GPU offerings, ...

Eduardo Aguilar Pelaez
3 April 2020

Edge AI in a 5G world – part 4: How your business can benefit from ‘smart cell towers’

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
2 April 2020

Edge AI in a 5G world – part 3: Why ‘smart cell towers’ matter to AI

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
2 April 2020

Edge AI in a 5G world – part 2: Why make cell towers smart?

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Recap In part 1 we talked about the industrial applications and benefits that 5G and fast compute at the edge will ...

Eduardo Aguilar Pelaez
31 March 2020

Edge AI in a 5G world – part 1: How ‘smart cell towers’ will change our lives

AI Ubuntu tech blog

This is part of a blog series on the impact that 5G and GPUs at the edge will have on the roll out of new AI solutions. You can read the other posts here. Series overview In part 1 we will talk about the industrial applications and benefits that 5G and fast compute at the ...

anaqvi
22 October 2019

NVIDIA GPU Operator – Simplifying AI/ML Deployments on the Canonical Platform

Ubuntu Ubuntu tech blog

Leveraging Kubernetes for AI deployments is becoming increasingly popular. Chances are if your business is involved in AI/ML with Kubernetes you are using tools like Kubeflow to reduce complexity, costs and deployment time. Or, you may be missing out! With AI/ML being the tech topics of the world, GPUs play a critical role in the ...

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