Spin glass simulations on the janus architecture: a desperate quest for strong scaling

  • Authors:
  • M. Baity-Jesi;R. A. Baños;A. Cruz;L. A. Fernandez;J. M. Gil-Narvion;A. Gordillo-Guerrero;M. Guidetti;D. Iñiguez;A. Maiorano;F. Mantovani;E. Marinari;V. Martin-Mayor;J. Monforte-Garcia;A. Muñoz-Sudupe;D. Navarro;G. Parisi;S. Perez-Gaviro;M. Pivanti;F. Ricci-Tersenghi;J. Ruiz-Lorenzo;S. F. Schifano;B. Seoane;A. Tarancon;P. Tellez;R. Tripiccione;D. Yllanes

  • Affiliations:
  • Universidad Complutense, Madrid, Spain, Instituto BIFI, Zaragoza, Spain;Instituto BIFI, Zaragoza, Spain, Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Instituto BIFI, Zaragoza, Spain, Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Universidad Complutense, Madrid, Spain, Instituto BIFI, Zaragoza, Spain;Instituto BIFI, Zaragoza, Spain;Universidad de Extremadura, Badajoz/Cáceres, Spain;Instituto BIFI, Zaragoza, Spain;Instituto BIFI, Zaragoza, Spain, Fundacion ARAID, Zaragoza, Spain;Università La Sapienza, Roma, Italy, Instituto BIFI, Zaragoza, Spain;Universität Regensburg, Regensburg, Germany;Università La Sapienza, Roma, Italy, IPCF-CNR and INFN, Italy;Universidad Complutense, Madrid, Spain, Instituto BIFI, Zaragoza, Spain;Instituto BIFI, Zaragoza, Spain, Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Universidad Complutense, Madrid, Spain;Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Università La Sapienza, Roma, Italy, IPCF-CNR and INFN, Italy;Instituto BIFI, Zaragoza, Spain;Università La Sapienza, Roma, Italy;Università La Sapienza, Roma, Italy, IPCF-CNR and INFN, Italy;Universidad de Extremadura, Badajoz/Cáceres, Spain, Instituto BIFI, Zaragoza, Spain;Università di Ferrara and INFN, Ferrara, Italy;Universidad Complutense, Madrid, Spain, Instituto BIFI, Zaragoza, Spain;Instituto BIFI, Zaragoza, Spain, Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Universidad de Zaragoza, Zaragoza, Spain, Università di Tor Vergata and INFN, Roma, Italy;Università di Ferrara and INFN, Ferrara, Italy;Università La Sapienza, Roma, Italy, Instituto BIFI, Zaragoza, Spain

  • Venue:
  • Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
  • Year:
  • 2012

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Abstract

We describe Janus, an application-driven architecture for Monte Carlo simulations of spin glasses. Janus is a massively parallel architecture, based on reconfigurable FPGA nodes; it offers two orders of magnitude better performance than commodity systems for spin glass applications. The first generation Janus machine has been operational since early 2008; we are currently developing a new generation, that will be on line in early 2013. In this paper we present the Janus architecture, describe both implementations and compare their performances with those of commodity systems.