Distributed Intelligence Is Here—And Reshaping Device Architecture

In this distributed environment, connectivity becomes foundational—a layer of invisible fabric that ties everything together.
Semiconductor Engineering

Communication Algorithm-Architecture Co-Design for Distributed Deep Learning

“Abstract—Large-scale distributed deep learning training has enabled developments of more complex deep neural network models to learn from larger datasets for sophisticated tasks. In particular, ...
InfoQ

Managing Complex Dependencies with Distributed Architecture at eBay

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Jinsong Yu shares deep architectural insights ...
ascopubs.org

Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care

Big data for health care is one of the potential solutions to deal with the numerous challenges of health care, such as rising cost, aging population, precision medicine, universal health coverage, ...
Security Boulevard

SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks In Split Learning

Federated Learning 1 Authors, Creators & Presenters: Phillip Rieger (Technical University of Darmstadt), Alessandro Pegoraro (Technical University of Darmstadt), Kavita Kumari (Technical University of ...
Devdiscourse

AI to drive 6G evolution, but security and energy constraints threaten rollout

Despite the enormous potential described by the researchers, the study warns of major barriers that threaten the safe, sustainable and effective integration of AI in 5G and 6G systems. These obstacles ...