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The Helix 511 - Circuit Cellar

A Review of OnLogic’s New Fanless Industrial Computer - OnLogic has been making industrial computer products for 20 years now, and the Helix 511 (HX511) Fanless Industrial Computer is a new addition to their product line. This month, Brian reviews that model.

Kawasaki Ninja 1000SX Ownership Review | Touring 2-up on my dream machine

Hello TeamBhpians, welcome to my thread on the ownership report of Kawasaki Ninja 1000sx! Today I want to share with you my passion for motorcycle touring and how it has changed my life. As a young

A Comprehensive Overview of IoT-Based Federated Learning: Focusing on by Naghmeh Khajehali, Jun Yan et al

The integration of the Internet of Things (IoT) with machine learning (ML) is revolutionizing how services and applications impact our daily lives. In traditional ML methods, data are collected and processed centrally. However, modern IoT networks face challenges in implementing this approach due to their vast amount of data and privacy concerns. To overcome these issues, federated learning (FL) has emerged as a solution. FL allows ML methods to achieve collaborative training by transferring model parameters instead of client data. One of the significant challenges of federated learning is that IoT devices as clients usually have different computation and communication capacities in a dynamic environment. At the same time, their network availability is unstable, and their data quality varies. To achieve high-quality federated learning and handle these challenges, designing the proper client selection process and methods are essential, which involves selecting suitable clients from the

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