4 papers
Hiding Latencies in Network-Based Image Loading for Deep Learning
Francesco Versaci, Giovanni Busonera
In the last decades, the computational power of GPUs has grown exponentially, allowing current deep learning (DL) applications to handle increasingly large amounts of data at a pro…
Shape and Performance of Fastest Paths over Networks with Interacting Selfish Agents
Marco Cogoni, Giovanni Busonera, Enrico Gobbetti
We study the evolution of the fastest paths (FP) in transportation networks under increasing congestion. Moving from the common edge-based to a path-based analysis, we examine the…
On the stability of traffic breakup patterns in urban networks
Marco Cogoni, Giovanni Busonera
We investigate the behavior of extended urban traffic networks within the framework of percolation theory by using real and synthetic traffic data. Our main focus shifts from the s…
On the breakup patterns of urban networks under load
Marco Cogoni, Giovanni Busonera
The urban networks of London and New York City are investigated as directed graphs within the paradigm of graph percolation. It has been recently observed that urban networks show…