The new major version with a new JIT compiler, a revised parallelization API, and a maturing type system paves the way for ...

Electronics keep shrinking, but silicon is starting to run into physical limits. To go smaller, researchers are turning to ...

The industry hype says "more agents is all you need," but new data shows that strictly sequential tasks and tool-heavy ...

Motors and gear trains with micrometer dimensions and powered by light are fabricated using semiconductor lithography and ...

Microsoft has officially introduced an NVMe driver for Windows Server 2025 for faster SSD access. Windows 11 also has it.

The industry hype says "more agents is all you need," but new data shows that strictly sequential tasks and tool-heavy integrations fail at scale.

Discover the best functional testing tools for DevOps teams in 2025 to enhance efficiency and reliability in your software development lifecycle.

Abstract: Split Federated Learning (SFL) improves scalability of Split Learning (SL) by enabling parallel computing of the learning tasks on multiple clients. However, state-of-the-art SFL schemes ...

Abstract: Unlike H.264/advanced video coding, where parallelism was an afterthought, High Efficiency Video Coding currently contains several proposals aimed at making it more parallel-friendly. A ...

With the growing model size of deep neural networks (DNN), deep learning training is increasingly relying on handcrafted search spaces to find efficient parallelization execution plans. However, our ...

In 2023, OpenAI trained GPT-4 on Microsoft Azure AI supercomputers using tens of thousands of tightly interconnected NVIDIA GPUs optimized for massive-scale distributed training. This scale ...

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF). Implementation includes DQN extensions with which FQF ...