It’s Data, Stupid: Unifying A Modern Data Security Approach

As evolving cloud solutions, AI models and more continue to drive the expansion of enterprise data networks, a unified vision ...
IEEE

Ensemble Federated Learning With Non-IID Data in Wireless Networks

Abstract: Federated learning is a promising technique to implement network intelligence for the sixth generation (6G) communication systems. However, the collected data in wireless networks is ...
IEEE

V-DCRNN: Virtual Network-Based Diffusion Convolutional Recurrent Neural Network for Estimating Unobserved Traffic Data

Abstract: Several studies have analyzed traffic patterns using Vehicle Detector (VD) and Global Positioning System (GPS) data. VD records the speed of vehicles passing through detectors, GPS data ...
Microsoft

VL2: A Scalable and Flexible Data Center Network

Recognized as one of "the most important research results published in CS in recent years". To be agile and cost effective, data centers should allow dynamic resource allocation across large server ...
Network World

What is co-packaged optics? A solution for surging capacity in AI data center networks

The proliferation of artificial intelligence workloads is creating concern about the ability of data center networks to keep up with demand. One part of the solution is co-packaged optics (CPO), which ...