IEEE

Federated Learning Over Wireless Networks: Optimizing Performance with NOMA and Power Allocation

Abstract: This paper addresses the challenge of training federated learning (FL) algorithms over practical wireless networks enhanced by non-orthogonal multiple access (NOMA). In FL procedures, model ...
GitHub

Agent Skills for Context Engineering

Context engineering is the discipline of managing the language model's context window. Unlike prompt engineering, which focuses on crafting effective instructions, context engineering addresses the ...
IEEE

Mobility-Aware Federated Learning: Optimizing Performance with Interpretable Models and Wireless Channel Resource Allocation

Abstract: The integration of the Internet of Things (IoT) with Federated Learning (FL) offers a transformative approach to addressing the challenges of massive data processing and privacy preservation ...
PC Gamer

This neat Windows registry trick boosts NVMe SSD performance up to 80% but it's only officially available for enterprise users

Random IOPS could increase by up to 80% for servers, says Microsoft. When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. Users have discovered a ...
PC World

This Windows feature secretly eats up RAM and slows your PC over time

PCWorld reports that Windows’ Delivery Optimization feature, designed for update sharing between computers, can unexpectedly consume significant amounts of RAM over time. Reddit user testing confirmed ...
Business Insider

I've given hundreds of end-of-year performance reviews. The strongest employees do these 7 things to prepare.

Andrea Wasserman advises employees to enter performance reviews with preparation and clear goals. Managers value self-assessment, data-backed achievements, and openness to feedback in reviews. She ...