




Poster
p4.org
Gigaflow: Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs – P4 – Language Consortium
Figure 1: (a) A traversal is a complete sequence of table lookups through the vSwitch pipeline that generates a Megaflow rule. (b) A sub-traversal is a subset of these lookups within a traversal, capturing smaller, reusable segments shared across multiple flows.

Tech Xplore
Gigaflow cache streamlines cloud traffic, with 51% higher hit rate and 90% lower misses for programmable SmartNICs
A new way to temporarily store memory, Gigaflow, helps direct heavy traffic in cloud data centers caused by AI and machine learning workloads, according to a study led by University of Michigan researchers.


Knowridge Science Report
Scientists boost cloud speed with new “gigaflow” memory system
As AI and machine learning tasks put more strain on cloud computing systems, a new technology called Gigaflow could help ease the pressure. Developed by researchers at the University of Michigan and their partners, Gigaflow is a smart way of managing memory in large data centers, and it significantly improves how data is processed and […]
