Apr 20 – 30, 2020
Virtual/Digital only workshop
Europe/Paris timezone

An optical network for accelerating real-time tracking with FPGAs

Apr 22, 2020, 3:10 PM
15m
Virtual/Digital only workshop

Virtual/Digital only workshop

Speaker

Federico Lazzari (Universita & INFN Pisa (IT))

Description

The “Artificial Retina” is a highly-parallelized tracking architecture that promises high-throughput, low-latency, and low-power when implemented in state-of-art FPGA devices.

Working on not-builded events, the “Artificial Retina” needs a dedicated distribution network of large bandwidth and low latency, delivering to every FPGA the hits required to perform track reconstruction. This is a technologically challenging part of the system that has not yet been tested in a life-size application.

The upgraded LHCb DAQ is an ideal environment for a first test of this methodology. In Run-3, the Level-0 hardware trigger will be removed, therefore LHCb will readout events at the full LHC collision rate (30 MHz), build them, and deliver them to the HLT system. The present work is part of a wider Real Time Analysis project, that was formed with the purpose of organizing data processing within this novel environment, and represents an R&D towards future fast technologies for real-time tracking.

We used as benchmark the reconstruction of tracks within the new VELO-pixel detector, that is composed of a limited number of readout units. We present the design of the fast optical network, carrying a total b/w of ~15 Tb/s, devised for the purpose of realizing VELO tracking in real time, and the results of our tests of an actual prototype assembled and integrated in a vertical slice of the upgraded LHCb DAQ.

Consider for young scientist forum (Student or postdoc speaker) No

Primary authors

Andrea Contu (INFN) Federico Lazzari (Universita & INFN Pisa (IT)) Giovanni Bassi (SNS & INFN Pisa (IT)) Giovanni Punzi (Universita & INFN Pisa (IT)) Giulia Tuci (Universita & INFN Pisa (IT)) Michael J. Morello (SNS and INFN-Pisa (IT)) Mirco Dorigo (INFN Trieste) Riccardo Fantechi (INFN - Sezione di Pisa) Simone Stracka (Universita & INFN Pisa (IT)) Wander Baldini (Universita e INFN, Ferrara (IT))

Presentation materials

Peer reviewing

Paper