efficiency – itsabout.ai

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

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 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

Safeguarding Humanity: Navigating the Path to AI without Invoking the ‘Terminator Scenario’

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Technology

The “Terminator Scenario” is one of the most iconic and terrifying scenes in the history of science fiction. A powerful touchstone for discussions about the ethical and safety implications of AI has been the 1984 film “Terminator,” which depicts a fear of an artificial intelligence (AI) becoming so advanced that it turns against humanity. Although […]

Simon Todd in 28 Jun 2023 No Comments

Powering AI Workloads: A Deep Dive into Intel DL Boost Technology

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General Healthcare Infrastructure Technology

IntroductionArtificial intelligence (AI) continues to expand into new fields, from medicine and finance to commerce and industry. These AI applications rely on processors built to handle the intensive data processing required by AI systems. Intel’s Deep Learning Boost (DL Boost) technology is at the heart of this expanding ecosystem because of the revolutionary effect it […]

Simon Todd in 25 May 2023 No Comments

Using AI and ML to Make Storage Systems More Powerful: A Tale of Two Architectures

Infrastructure Technology

IntroductionAs a result of the digital revolution, there has been an unprecedented need for reliable and scalable data storage options. There are primarily two types of storage architectures in use today: legacy storage systems (such as DAS, NAS, and SAN) and software-defined storage (SDS). While both have their benefits, they must contend with the increasing […]

Simon Todd in 15 May 2023 No Comments

Securing Networks with AI: The Future of Intrusion Detection and Prevention

Infrastructure

Large or small, network security has always been a crucial aspect of any organisation. As cyber threats continue to evolve, businesses must stay ahead of the curve to prevent unauthorised access to their data and systems. Enter artificial intelligence (AI). AI is altering the management of network security, especially in the area of intrusion detection […]

Simon Todd in 28 Apr 2023 No Comments