This humble but important document is gaining importance. Software Bills of Materials, better known as SBOMs, sound dangerous but are meant to keep explosive surprises out of software packages. This humble but critically important document — sometimes compared to an ingredient list — is gaining importance. The uptick is due…

Create original art with your laptop in just minutes. Authors: Ezequiel Lanza, Ruonan Wang If every technology has a season, artificial intelligence has hit “summer.” A crop of advancements in AI has led to the current flourishing in the discipline with lots of high expectations for the future. Computer vision is a prime example. Despite…

Authors: Olga Perepelkina, Ezequiel Lanza Federated Learning is a type of machine learning that allows users to create predictive models with data stored on different devices or in different locations. This distributed approach enables organizations to use powerful analytics without sending sensitive data over the internet. Instead, the model parameters…

Intel Open Ecosystem Team Updates Southern California Linux Expo (SCaLE) is one of our favorite open source conferences — a community-run event that reminds us why we contribute and participate. This year, at the 20th anniversary, Arun Gupta VP & GM of Open Ecosystem Initiatives, will keynote on Saturday March 11. …

Build, deploy, and scale AI/ML applications. Author : Neethu Elizabeth Simon, IT/ML Senior Software Engineer, Intel Widespread adoption of machine learning (ML) requires a systematic and efficient approach to building AI/ML pipelines. New tools are needed to streamline the process. Two new open source projects — AI Connect for Scientific Data (AiCSD)*, developed by Intel, and BentoML* — make it…

An experiment demonstrating the improvements in Federated Learning when utilizing Synthetic Data. In the rapidly evolving field of machine learning, federated learning offers a privacy-preserving method for training models on shared data across many collaborators who cannot share their data, typically for legal reasons (for example data protection laws, contractual…

Elevating Web Graphics and AI to New Heights Author: Yang Gu WebGPU is a new API that exposes modern GPU rendering and compute capabilities to the Web. Based on graphics APIs including Direct3D* 12, Vulkan*, and Metal*, WebGPU delivers a significant performance boost compared to its predecessor, WebGL*. It brings web computations and…

Take advantage of open source BigDL-LLM’s recent support of GPUs Author : Guoqiong Song & Yang Wang We’re entering a new era of artificial intelligence (AI) driven by the emergence of large language models (LLMs), which are playing an increasingly important role in powerful applications such as customer service, virtual assistants, content creation, and programming assistance. Yet…

Get to market fast with our reference implementation. Presented by Brian McGinn Automated self-checkout solutions are revolutionizing retail, but building an application that can scale requires a deep understanding of hardware and software. …