Janus II: a new generation application-driven computer for spin-system simulations

نویسندگان

  • Marco Baity-Jesi
  • Rachel A. Baños
  • Andrés Cruz Flor
  • Luis Antonio Fernández
  • José Miguel Gil-Narvión
  • Antonio Gordillo
  • David Iñiguez
  • Andrea Maiorano
  • Filippo Mantovani
  • Enzo Marinari
  • Victor Martin-Mayor
  • Jorge Monforte-Garcia
  • Antonio Muñoz Sudupe
  • Denis Navarro
  • Giorgio Parisi
  • Sergio Perez Gaviro
  • Marcello Pivanti
  • Federico Ricci-Tersenghi
  • Juan Jesus Ruiz-Lorenzo
  • Sebastiano Fabio Schifano
  • B. Seoane
  • Alfonso Tarancón
  • Raffaele Tripiccione
  • David Yllanes
چکیده

This paper describes the architecture, the development and the implementation of Janus II, a new generation application-driven number cruncher optimized for Monte Carlo simulations of spin systems (mainly spin glasses). This domain of computational physics is a recognized grand challenge of high-performance computing: the resources necessary to study in detail theoretical models that can make contact with experimental data are by far Now at Barcelona Supercomputing Center (BSC), 08034 Barcelona, Spain. Preprint submitted to Computer Physics Communications October 4, 2013 ar X iv :1 31 0. 10 32 v1 [ cs .A R ] 3 O ct 2 01 3 beyond those available using commodity computer systems. On the other hand, several specific features of the associated algorithms suggest that unconventional computer architectures – that can be implemented with available electronics technologies – may lead to order of magnitude increases in performance, reducing to acceptable values on human scales the time needed to carry out simulation campaigns that would take centuries on commercially available machines. Janus II is one such machine, recently developed and commissioned, that builds upon and improves on the successful JANUS machine, which has been used for physics since 2008 and is still in operation today. This paper describes in detail the motivations behind the project, the computational requirements, the architecture and the implementation of this new machine and compares its expected performances with those of currently available commercial systems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling

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 gener...

متن کامل

A case of success in Computational Physics for the study of Spin Glasses

Although Spin Glasses are a fundamental problem in Statistical Physics since 50 years, the gap between experiments and numerical simulations is still large. This gap has been significantly reduced by the use of programmable processors during the last years. By using them, we have developed two generations of purpose-specific machines based in FPGAs: the Janus Computers. In this paper we describ...

متن کامل

Multi-Objective Learning Automata for Design and Optimization a Two-Stage CMOS Operational Amplifier

In this paper, we propose an efficient approach to design optimization of analog circuits that is based on the reinforcement learning method. In this work, Multi-Objective Learning Automata (MOLA) is used to design a two-stage CMOS operational amplifier (op-amp) in 0.25μm technology. The aim is optimizing power consumption and area so as to achieve minimum Total Optimality Index (TOI), as a new...

متن کامل

Automatic Generation of a Multi Agent System for Crisis Management by a Model Driven Approach

Considering the increasing occurrences of unexpected events and the need for pre-crisis planning in order to reduce risks and losses, modeling instant response environments is needed more than ever. Modeling may lead to more careful planning for crisis-response operations, such as team formation, task assignment, and doing the task by teams. A common challenge in this way is that the model shou...

متن کامل

Interactive Translation of Conversational Speech

We present JANUS-II, a large scale system effort aimed at interactive spoken language translation. JANUS-II now accepts spontaneous conversational speech in a limited domain in English, German or Spanish and produces output in German, English, Spanish, Japanese and Korean. The challenges of coarticulated, disfluent, ill-formed speech are manifold, and have required advances in acoustic modeling...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Computer Physics Communications

دوره 185  شماره 

صفحات  -

تاریخ انتشار 2014