مؤتمر
Performance Modelling of Design Patterns for Distributed Computation
| العنوان: | Performance Modelling of Design Patterns for Distributed Computation |
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| المؤلفون: | Strebelow R, Tribastone M, Prehofer C |
| المساهمون: | Strebelow, R, Tribastone, M, Prehofer, C |
| سنة النشر: | 2012 |
| المجموعة: | Archivio della ricerca della Scuola IMT Alti Studi Lucca |
| مصطلحات موضوعية: | Design patterns, Half-Sync/ Half-Async, Leader/Followers, multi-core systems, performance models |
| الوصف: | In software engineering, design patterns are commonly used and represent robust solution templates to frequently occurring problems in software design and implementation. In this paper, we consider performance simulation for two design patterns for processing of parallel messaging. We develop continuous-time Markov chain models of two commonly used design patterns, Half-Sync/Half-Async and Leader/Followers, for their performance evaluation in multicore machines. We propose a unified modeling approach which contemplates a detailed description of the application-level logic and abstracts away from operating system calls and complex locking and networking application programming interfaces. By means of a validation study against implementations on a 16-core machine, we show that the models accurately predict peak throughputs and variation trends with increasing concurrency levels for a wide range of message processing workloads. We also discuss the limits of our models when memory-level internal contention is not captured. © 2012 IEEE. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| العلاقة: | info:eu-repo/semantics/altIdentifier/isbn/978-1-4673-2453-3; ispartofbook:20th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2012, Washington, DC, USA, August 7-9, 2012; 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2012; firstpage:251; lastpage:258; numberofpages:8; http://hdl.handle.net/20.500.11771/2886Test; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84868244496 |
| DOI: | 10.1109/MASCOTS.2012.37 |
| الإتاحة: | https://doi.org/20.500.11771/2886Test https://doi.org/10.1109/MASCOTS.2012.37Test https://hdl.handle.net/20.500.11771/2886Test |
| رقم الانضمام: | edsbas.2F1ED0DF |
| قاعدة البيانات: | BASE |
| DOI: | 10.1109/MASCOTS.2012.37 |
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