Edge AI in a 5G world
Alex Cattle
on 6 February 2020
Tags: AI , artificial intelligence , devices , edge cloud , Edge Computing , IoT , Ubuntu
Deploying AI/ML solutions in latency-sensitive use cases requires a new solution architecture approach for many businesses.
Fast computational units (i.e. GPUs) and low-latency connections (i.e. 5G) allow for AI/ML models to be executed outside the sensors/actuators (e.g. cameras & robotic arms). This reduces costs through lower hardware complexity as well as compute resource sharing amongst the IoT fleet.
Strict AI responsiveness requirements that before required IoT AI model embedding can now be met with co-located GPUs (e.g. on the same factory building) as the sensors and actuators. An example of this is the robot ‘dummification’ trend that is currently being observed for factory robotics with a view to reducing robot unit costs and fleet management.
In this webinar we will explore some real-life scenarios in which GPUs and low-latency connectivity can unlock previously prohibitively expensive solutions now available for businesses to put in place and lead the 4th industrial revolution.
IoT as a service
Bring an IoT device to market fast. Focus on your apps, we handle the rest. Canonical offers hardware bring up, app integration, knowledge transfer and engineering support to get your first device to market. App store and security updates guaranteed.
IoT app store
Build a platform ecosystem for connected devices to unlock new avenues for revenue generation. Get a secure, hosted and managed multi-tenant app store for your IoT devices.
Newsletter signup
Related posts
Space pioneers: Lonestar gears up to create a data centre on the Moon
Why establish a data centre on the Moon? Find out in our blog.
Canonical at Cloud Expo 2024
The Cloud Expo Madrid 2024 will run on 16 and 17 October at IFEMA Madrid. Come down to our booth, K87, to meet us and chat about Cloud, AI, ML and more.
Japanese device manufacturer I-O DATA DEVICE’s business expansion with Ubuntu Pro for Devices
I-O DATA has entered into a partnership with Canonical, aimed at bringing the benefits of open source and Ubuntu Pro for Devices to thousands of devices...