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A Method to Accelerate Federated Learning via Client Hopping

THE CHALLENGE Organizations across healthcare, finance, manufacturing, and edge computing increasingly look to federated learning to extract value from sensitive, distributed data while maintaining privacy and regulatory compliance. Yet scaling this technology into a reliable commercial solution remains challenging, as current architectures struggle...

Published: 3/24/2026 | Updated: 3/24/2026 | Inventor(s): Fangtong Zhou, Yi Shi, Yiwei Thomas Hou

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Category(s): Technology Classifications > Computer Science

Multi-List Strategy for Spectrum Interference Management

THE CHALLENGE Spectrum managers operating in shared-spectrum environments (e.g., the CBRS band) face a critical challenge: protecting high-priority incumbents such as Navy radar while maintaining reliable service for commercial users. Static move lists—the prevailing industry approach—repeatedly shut down the same base stations during...

Published: 11/17/2025 | Updated: 7/16/2025 | Inventor(s): Naru Jai, Yubo Wu, Yi Shi, Yiwei Thomas Hou

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Category(s): Technology Classifications > Communication