Software Systems & Engineering

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XR Blocks: Accelerating AI + XR innovation

XR Blocks is an open-source framework to help you develop immersive experiences for the web, featuring XR realism, XR interaction, and AI + XR applications with live demos in xrblocks.github.io. The combination of artificial intelligence (AI) and extended reality (XR) has the potential to unlock a new paradigm of immersive intelligent computing. However, a significant gap […]

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Solving virtual machine puzzles: How AI is optimizing cloud computing

We present LAVA, a new scheduling algorithm that continuously re-predicts and adapts to the actual lifetimes of virtual machines to optimize resource efficiency in large cloud data centers. Imagine a puzzle game similar to Tetris with pieces rapidly falling onto a stack. Some fit perfectly. Others don’t. The goal is to pack the blocks as

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Toward provably private insights into AI use

We detail how confidential federated analytics technology is leveraged to understand on-device generative AI features, ensuring strong transparency in user data handling and analysis. Generative AI (GenAI) enables personalized experiences and powers the creation of unstructured data, including summaries, transcriptions, and more. Insights into real-world AI use [1, 2] can help GenAI developers enhance their tools

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