Edge Computing LAB

What is Fog computing

Current applications requirements are always more demanding, especially in terms of network latency. Just think about self-driving cars, VR/AR or Industry 4.0. The classic Cloud computing approach cannot satisfy this fundamental capability due to the network distance of the datacenters from the devices. But what if we could move these datacenters nearer? Obviously we cannot, but we can gather small servers together in a geographic domain for drastically reducing communication latencies. Today, with single board PCs (e.g. Raspberry Pi) we can easily construct clusters of Fog nodes and offload there the computation. Fog Computing is a term which comprehends all of this kind of computation, Edge Computing is very similar but emphasizes more the idea of the computation moved to the Edge network (e.g. routers or antennas).

What we do

At the lab we study distributed algorithms, resource sharing strategies and scheduling policies which best fit this new kind of computing paradigm. We have expertise in the mathematical modeling of the problem as well as modern in tecnologies like Docker and Kubernetes.

Work with us

If you like these topics and you want to contribute our research you can work with us in two different ways:

  • if you are attending a MSc course and you want to do the Thesis with us, you can choose from a list of open topics from this page

  • if you are are already graduated (MSc) you can apply to the next PhD Call in Engineering in Computer Science and develop a specific Edge/Fog computing topic with us

Equipment

hosted be the Alcor Lab

The currently available hardware for research

Raspberry Pi Cluster

We have built a Raspberry Pi 4 Cluster, enclosed in a computer desktop chassis. The cluster comprehends 6x Raspberry Pi 4 and 3x Raspberry Pi 3 connected to a WiFi6 Router which allows experimenting distributed algorithms in a real fog environment

Oculus Quest

The Oculus Quest is a VR headset that can be used in addition to the Raspberry Pi Cluster for emulating a real VR environment, supported by the Fog

Key People

Prof. Roberto Beraldi

beraldi@diag.uniroma1.it

Ing. Gabriele Proietti Mattia

proiettimattia@diag.uniroma1.it

Publications