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Analyzing Scalability of Parallel Algorithms and Architectures


Analyzing Scalability of Parallel Algorithms and Architectures

Abstract. The scalability of a parallel algorithm on a parallel architecture is a measure of its capacity to effectively utilize an increasing number of ...

Analysis of scalability of parallel algorithms and architectures

The scalability of a parallel algorithm on a par- allel architecture is a measure of its capability to ef- fectively utilize an increasing number of processors.

Isoefficiency: measuring the scalability of parallel algorithms and ...

Isoefficiency analysis helps us determine the best algorithm/architecture combination for a particular problem without explicitly analyzing all possible ...

Isoefficiency: measuring the scalability of parallel algorithms and ...

Gupta, “Analyzing Scalability of Parallel Algo- rithms and Architectures,” Tech. ... architecture-inde- pendent parallel programming. H e received his MS ...

Analyzing Scalability of Parallel Algorithm and Architectures

Analyzing Scalability of. Parallel Algorithm and. Architectures. Vipin Kumar and Anshul Gupta. Page 2. Objectives of this paper. ○ 1.Survey various metrics. ○ 2 ...

Analysis of scalability of parallel algorithms and architectures: a survey

Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results. In Proceedings of the International Conference on Parallel ...

Isoefficiency Function: A Scalability Metric for Parallel Algorithms

Traditional methods for evaluating serial algorithms are inadequate for analyzing the performance of parallel algorithm-architecture combinations.

E-differentiation for analyzing scalability of parallel algorithms on ...

E-differentiation for analyzing scalability of parallel algorithms on parallel architectures ; Article #: ; Date of Conference: 12-12 September 1997 ; Date Added ...

Analyzing Scalability of Parallel Algorithms and Architectures

In this paper we analyze the performance and scalability of a number of parallel formulations of the matrix multiplication algorithm and predict the conditions ...

Design and Analysis of Scalable Parallel Algorithms - DTIC

Scalability analysis is an important tool used for predicting the performance of an algorithm-architecture combination when one or more of the hardware related ...

Design and Analysis of Scalable Parallel Algorithms - ResearchGate

Scalability analysis is an important tool used for predicting the performance of an algorithm-architecture combination when one or more of the hardware related ...

Isoefficiency: Measuring the Scalability of Parallel Algorithms and ...

Isoefficiency analysis helps us determine the best algorithm/architecture combination for a particular problem without explicitly analyzing all possible ...

measuring the scalability of parallel algorithms and architectures

Isoefficiency analysis helps us determine the best algorithm/architecture combination for a particular problem without explicitly analyzing all possible ...

Scalability in Parallel Processing

In weak scaling analysis, we evaluate the speedup, efficiency or the running time of a parallel algorithm in points (n, p) where we ensure that the problem size ...

Scalability of Parallel Algorithms for Matrix Multiplication

to e ectively utilize an increasing number of processors on a parallel architecture. Isoe ciency analysis has been found to be very useful in characterizing the ...

Analysis of Parallel Algorithms for Energy Conservation in Scalable ...

The results suggest that power and performance scalability of a parallel algorithm can be quite different. Our method can be used to determine how many cores to ...

Energy-Bounded Scalability Analysis of Parallel Algorithms

The resulting energy-bounded scalability analysis can be used to optimize performance of a parallel algorithm executed on a scalable multicore architecture ...

Measuring the Scalability of Heterogeneous Parallel Systems

A parallel algorithm cannot be evaluated apart from the architecture it is implemented on. So, we define a parallel system as the combination of a parallel ...

Scalability of parallel algorithm-machine combinations

Sun is a Guest Editor for the special issue of Journal of Parallel and Distributed Computing on Analyzing Scalability of Parallel Algorithms and Architectures.

3.4 Scalability Analysis

In particular, we may evaluate the scalability of a parallel algorithm, that is, how effectively it can use an increased number of processors. One approach to ...