Stochastic Performance Prediction for Iterative Algorithms in Distributed Environments

نویسندگان

  • Henri Casanova
  • Michael G. Thomason
  • Jack J. Dongarra
چکیده

*Department of Computer Science and Engineering, University of California at San Diego, La Jolla, California 92093-0114; Department of Computer Science, 104 Ayres Hall, University of Tennessee, Knoxville, Tennessee 37996-1301; Department of Computer Science, 104 Ayres Hall, University of Tennessee, Knoxille, Tennessee 37996-1301 and Mathematical Science Section, P.O. Box 2008, Building 6012, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37821-6367 E-mail: casanova cs.ucsd.edu, thomason cs.utk.edu, dongarra cs.utk.edu, dongarra msr.emp.ornl.gov

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

Stochastic Performance Prediction for Iterative Algorithms in Distributed Environments. Performance Prediction for Iterative Algorithms

The parallelization of certain iterative algorithms is a crucial issue for the eecient solution of large numerical problems. Several theoretical results concerning the suucient conditions for, and speed of, convergence for parallel iterative algorithms are available. However, there is a gap between those results and what is relevant to the user at the application level. The performance characte...

متن کامل

Stochastic Models For Performance Analyses Of Iterative Algorithms In Distributed Environments

This research aims at creating a framework to analyze the performance of iterative algorithms in distributed environments. The parallelization of certain iterative algorithms is indeed a crucial issue for the e cient solution of large or complex optimization problems. Diverse implementation techniques for such parallelizations have become popular. They are examined here with a view to understan...

متن کامل

Robust inter and intra-cell layouts design model dealing with stochastic dynamic problems

In this paper, a novel quadratic assignment-based mathematical model is developed for concurrent design of robust inter and intra-cell layouts in dynamic stochastic environments of manufacturing systems. In the proposed model, in addition to considering time value of money, the product demands are presumed to be dependent normally distributed random variables with known expectation, variance, a...

متن کامل

Stochastic Performance Prediction for

The parallelization of certain iterative algorithms is a crucial issue for the eecient solution of large numerical problems. Several theoretical results concerning the suucient conditions for, and speed of, convergence for parallel iterative algorithms are available. However, there is a gap between those results and what is relevant to the user at the application level. The performance characte...

متن کامل

Performance Prediction in Production Environments

Accurate performance predictions are difficult to achieve for parallel applications executing on production distributed systems. Conventional point-valued performance parameters and prediction models are often inaccurate since they can only represent one point in a range of possible behaviors. We address this problem by allowing characteristic application and system data to be represented by a ...

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:
  • J. Parallel Distrib. Comput.

دوره 58  شماره 

صفحات  -

تاریخ انتشار 1999