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Machine learning in finance: history, technologies and outlook

In its analysis of over 1,400 use cases from “Eye on Innovation” in Financial Services Awards, Gartner found that machine learning (ML) is the top technology used to empower innovations at financial services firms, with operational efficiency and cost optimisation as key intended business outcomes. ML is a branch of artificial intelligence (AI) that involves the development of algorithms and models capable of automatically learning and improving from data.

What is a hypervisor? A beginner's guide

In the realm of virtualisation and cloud computing, the hypervisor is a critical component that enables the seamless operation of multiple virtual machines (VMs) on a single host. While virtualisation is a technology, the hypervisor is its actual implementation. In this beginner’s guide, we will explore the fundamentals of hypervisors, their types, and how they differ from container runtimes. We will also review some of the leading hypervisors available today.

How to secure your database

Cybersecurity threats are increasing in volume, complexity and impact. Yet, organisations struggle to counter these growing threats. Cyber attacks often intend to steal, damage, hijack or alter value-generating data. In this article around database security, we use the NIST framework to lay out the common controls that you can implement to secure your databases. Let’s start by discussing the potential impact of unsecured databases.

Canonical Kubernetes 1.28 is now generally available

Following the release of upstream Kubernetes on 15th of August, Canonical Kubernetes 1.28 is generally available in the form of MicroK8s, with Charmed Kubernetes expected to follow shortly. We consistently follow the upstream release cadence to provide our users and customers with the latest improvements and fixes, together with security maintenance and enterprise support for Kubernetes on Ubuntu.

Docker on Mac - a lightweight option with Multipass

For those looking for a streamlined, lightweight command line interface for Docker on Mac, look no further. Multipass is a flexible tool that makes it easy to create and run Ubuntu VMs on any platform, and it comes with built-in tools that make running applications like Docker feel native on platforms such as macOS.

How to ensure business continuity with IT infrastructure support

Picture this: you’re on a dream vacation with your family on a serene tropical island. The weather is perfect, the sea is mesmerising, and you’re ready to enjoy a relaxing day at the beach. Just as you’re about to unwind, your phone rings: it’s your manager calling to inform you that your IT infrastructure is down, and you need to fix it immediately. If this scenario sounds all too familiar, you’re not alone.

What is virtualization? A beginners' guide.

While information technology continues to evolve rapidly, virtualization remains a cornerstone of modern computing, enabling businesses to maximise resource utilisation, enhance flexibility, and reduce the total cost of ownership (TCO). It is a key building block of the cloud computing paradigm, and millions of organisations use it daily worldwide. All existing cloud platforms, such as AWS, Azure, Google or OpenStack, use virtualization underneath.

Announcing In-Place Upgrade from Ubuntu Server to Ubuntu Pro on Azure

We are pleased to share that Azure is now offering an in-place upgrade from Ubuntu Server to Ubuntu Pro. This functionality, made possible through our strategic partnership with Azure, provides a straightforward way to leverage the advanced features and extended security maintenance of Ubuntu Pro, all without redeploying your Virtual Machine (VM) or scheduling a maintenance window.

Making a move: How migrating to Ubuntu saved a life insurance company 60% in costs

Balancing high performance operations against the need to reduce total operating costs is a classical dilemma faced by both large and small organisations. This dilemma becomes particularly important when you choose the foundation of your IT infrastructure: the operating system. A recent case study by Tech Mahindra, the multinational IT services and consulting firm, details how their partnership with Canonical enabled them to shift the balance for a major Fortune 500 life insurance company.