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The Impact of Artificial Intelligence on Modern Data Centre Architecture

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The advent of Artificial Intelligence (AI) is causing a profound and fundamental shift in numerous industries around the globe, and the data centre business is a prominent illustration of this transformation. The computing requirements of AI workloads have caused a fundamental change in the design of data centres, requiring substantial adjustments in infrastructure, power needs, […]

Simon Todd in 10 Jun 2024 No Comments

Understanding Human-Generated Data and Synthetic Data in AI Applications

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Data plays a crucial role in the advancement and efficacy of machine learning models within the ever-changing field of artificial intelligence (AI). There are two main categories of data that drive these advancements: human-generated data and synthetic data. Every type possesses distinct qualities, uses, advantages, and disadvantages. This article examines these distinctions, investigating the consequences […]

Simon Todd in 22 May 2024 No Comments

The Green Revolution in AI Workloads: How Chainergy.io is Pioneering a Sustainable Future

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As the digital age accelerates, the demand for artificial intelligence (AI) and its computational power skyrockets, presenting unprecedented challenges for our energy systems. The massive energy consumption of AI workloads has sparked concerns over the environmental impact of data centers, traditionally powered by fossil fuels. However, the horizon is not entirely bleak, thanks to innovative […]

Simon Todd in 11 Apr 2024 No Comments

Unleashing the Power of AI: Harnessing Intel’s OneAPI and OpenVINO for Next-Gen Applications

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In the ever-changing world of artificial intelligence, staying ahead of the curve requires fresh ideas and the proper resources to make them a reality. In this space, Intel’s OneAPI and OpenVINO toolkit stand out as revolutionary, providing numerous benefits for AI workloads. Whether you’re an experienced developer or just starting out with AI, mastering these […]

Simon Todd in 27 Nov 2023 No Comments

The Balance Between Training and Inferencing: Embracing a Hybrid GPU and CPU Approach

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Infrastructure Technology

Understanding Training and Inferencing Training and inferencing are two central ideas in the field of machine learning and artificial intelligence, and they have different purposes and prerequisites. Models can be trained to improve their predictive and decision-making abilities by analysing data and adjusting their parameters in response to that analysis. To process large datasets and […]

Simon Todd in 17 Nov 2023 No Comments

How AI Powers Digital Transformation

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Security Society Technology

In today’s fast-paced business world, the term “digital transformation” has become ubiquitous among businesses that want to stay competitive. Artificial Intelligence (AI) is the driving force behind this shift. Let’s look into the role that AI plays in driving the current wave of digital innovation. 1. Personalising Customer Experience As more people shop online, the […]

Simon Todd in 20 Sep 2023 No Comments

Using and Optimizing Containers for AI, ML, and DL Workloads in Virtualisation

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The combination of containers with AI, ML, and DL has been nothing short of revolutionary in the dynamic landscape of modern software development. These cutting-edge computational technologies promise more effective, versatile, and rapid outcomes when combined with the portability, isolation, and scalability provided by containers. However, there are unique difficulties associated with virtualising AI/ML/DL workloads. […]

Simon Todd in 22 Aug 2023 No Comments

Unleashing AI/ML Potential with the Xeon Max CPU: A Paradigm Shift in Computing

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Infrastructure Technology

Processing power remains a critical factor in determining the speed and efficiency of AI and ML tasks, despite the field’s rapid evolution. Intel’s Xeon Max central processing unit (CPU) is a beast when it comes to artificial intelligence (AI) and machine learning (ML) workloads, and it was developed in response to the rising demand for […]

Simon Todd in 28 Jul 2023 No Comments

Unraveling Transformer Neural Networks: The Engines Powering Advanced AI

Future Informational Technology

Transformers. A phrase typically associated with innovative language models like OpenAI’s GPT-series or Google’s BERT, which you may have heard of if you keep up with the latest developments in machine learning and artificial intelligence. But what exactly are Transformer models, and how did they come to play such a significant role in contemporary AI? […]

Simon Todd in 27 Jul 2023 No Comments

Unraveling AI: Inferencing, Training, Machine Learning, and Deep Learning Explained

General Informational Technology

As artificial intelligence (AI) develops and spreads its wings, it is becoming increasingly important to comprehend the fundamental building blocks that make up this potent technology. Core ideas in artificial intelligence include inference, training, machine learning, and deep learning. These concepts are the backbone of artificial intelligence, but they may sound like they came straight […]

Simon Todd in 03 Jul 2023 No Comments