Teaching Networks to Think: AI-Driven Traffic Engineering on FABRIC
Published: April 22, 2026 When large-scale science moves across networks, it is rarely a simple point-A-to-point-B journey. High-energy physics datasets,...
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Thread the Needle: Infrastructure Framework enables High-Speed Secure Streaming between Federated Scientific Instrument Networks
FABRIC testbed used to evaluate the data streaming performance over SciStream across various network configurations Researchers use distributed scientific instruments... -
Thread the Needle: Making Intelligent Networking More Accessible
Virtual labs deployed on FABRIC are making it easier to learn and experiment with programmable switches and smart network interface... -
Thread the Needle: Does L4S have a path to deployment?
This is a user-contributed blog post by Fatih Berkay Sarpkaya, a PhD student in the Department of Electrical and Computer... -
Thread the Needle: Accelerating Big Data Processing for Particle Physics Experiments
Using the FABRIC testbed, researchers reduce data processing time from a week to minutes, enhancing efficiency and reducing costs for... -
Thread the Needle: Improving Climate Models without Moving Massive Amounts of Data
FABRIC used to test federated learning approach across geographically distributed data sites Climate models are vital for understanding how natural... -
Thread The Needle: Harnessing AI-Powered Image Analysis to Transform Pain Diagnosis
FABRIC testbed helps researchers optimize machine learning and data transfer for real-time ultrasound image processing To treat pain, current medical... -
Thread the Needle: Extending Local 5G Slicing for Seamless, Secure Remote Global Connectivity
FABRIC testbed used to simulate local 5G hotspots set up across transcontinental distances Whether traveling or working from home, remote... -
Thread the Needle: Making Programmable Networks More Secure
Researchers use FABRIC to test new attestation-capable software network switch Programmable network hardware devices such as switches, routers or network...