Model-based performance prediction for concurrent software on multicore architectures: a simulation-based approach / Markus Kilian Frank.

Format:

Book

Author/Creator:

Frank, Markus Kilian, author.

Series:

The Karlsruhe series on software design and quality; 32

Language:

English

Subjects (All):

Computer software--Performance.

Computer software.

Parallel programming (Computer science).

Software architecture.

Computer simulation.

Physical Description:

1 online resource (400 p.)

Place of Publication:

Karlsruhe: KIT Scientific Publishing, 2022.

Language Note:

English

Summary:

Model-based performance prediction is a well-known concept to ensure the quality of software.Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures.We implemented the strategies into Palladio and significantly increased the performance prediction power.

Contents:

Abstract

Zusammenfassung

Acknowledgements

I. Introduction and Foundation

Introduction

Foundations

Research Design

Related Work

Running Example: Resource Demands

Contribution (CB)1: Parallel Architectural Pattern Catalogue

CB2: Performance Curves for Parallel Behaviour

CB3: Meta-Model Extension for the PCM to Include Memory Architectures

CB4: CPU Simulators

III. Evaluation and Summary

Evaluation

Conclusion & Future Work

A. Appendix

List of Figures

List of Tables

Literature References

Publications of the Author

Supervised Theses

Notes:

Includes bibliographical references and index.

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Other Format:

9783731511465