22 July 2014 A prototype for the real-time analysis of the Cherenkov Telescope Array
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Abstract
The Cherenkov Telescope Array (CTA) observatory will be one of the biggest ground-based very-high-energy (VHE) γ- ray observatory. CTA will achieve a factor of 10 improvement in sensitivity from some tens of GeV to beyond 100 TeV with respect to existing telescopes. The CTA observatory will be capable of issuing alerts on variable and transient sources to maximize the scientific return. To capture these phenomena during their evolution and for effective communication to the astrophysical community, speed is crucial. This requires a system with a reliable automated trigger that can issue alerts immediately upon detection of γ-ray flares. This will be accomplished by means of a Real-Time Analysis (RTA) pipeline, a key system of the CTA observatory. The latency and sensitivity requirements of the alarm system impose a challenge because of the anticipated large data rate, between 0.5 and 8 GB/s. As a consequence, substantial efforts toward the optimization of highthroughput computing service are envisioned. For these reasons our working group has started the development of a prototype of the Real-Time Analysis pipeline. The main goals of this prototype are to test: (i) a set of frameworks and design patterns useful for the inter-process communication between software processes running on memory; (ii) the sustainability of the foreseen CTA data rate in terms of data throughput with different hardware (e.g. accelerators) and software configurations, (iii) the reuse of nonreal- time algorithms or how much we need to simplify algorithms to be compliant with CTA requirements, (iv) interface issues between the different CTA systems. In this work we focus on goals (i) and (ii).
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Andrea Bulgarelli, Valentina Fioretti, Andrea Zoli, Alessio Aboudan, Juan José Rodríguez-Vázquez, Gernot Maier, Etienne Lyard, Denis Bastieri, Saverio Lombardi, Gino Tosti, Adriano De Rosa, Sonia Bergamaschi, Matteo Interlandi, Domenico Beneventano, Giovanni Lamanna, Jean Jacquemier, Karl Kosack, Lucio Angelo Antonelli, Catherine Boisson, Jerzy Burkowski, Sara Buson, Alessandro Carosi, Vito Conforti, Jose Luis Contreras, Giovanni De Cesare, Raquel de los Reyes, Jon Dumm, Phil Evans, Lucy Fortson, Matthias Fuessling, Ricardo Graciani, Fulvio Gianotti, Paola Grandi, Jim Hinton, Brian Humensky, Jürgen Knödlseder, Giuseppe Malaguti, Martino Marisaldi, Nadine Neyroud, Luciano Nicastro, Stefan Ohm, Julian Osborne, Simon Rosen, Alessandro Tacchini, Eleonora Torresi, Vincenzo Testa, Massimo Trifoglio, Amanda Weinstein, "A prototype for the real-time analysis of the Cherenkov Telescope Array", Proc. SPIE 9145, Ground-based and Airborne Telescopes V, 91452X (22 July 2014); doi: 10.1117/12.2054744; https://doi.org/10.1117/12.2054744
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