Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems - Paul Lokuciejewski, Peter Marwedel

Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems

Buch | Softcover
262 Seiten
2012
Springer (Verlag)
978-94-007-3368-8 (ISBN)
160,49 inkl. MwSt
Among others, the techniques cover source code and assembly level optimizations, exploit machine learning techniques and address the design of modern systems that have to meet multiple objectives.Using these optimizations, the WCET of real-time applications can be reduced by about 30% to 45% on the average.
For real-time systems, the worst-case execution time (WCET) is the key objective to be considered. Traditionally, code for real-time systems is generated without taking this objective into account and the WCET is computed only after code generation. Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems presents the first comprehensive approach integrating WCET considerations into the code generation process. Based on the proposed reconciliation between a compiler and a timing analyzer, a wide range of novel optimization techniques is provided. Among others, the techniques cover source code and assembly level optimizations, exploit machine learning techniques and address the design of modern systems that have to meet multiple objectives.


Using these optimizations, the WCET of real-time applications can be reduced by about 30% to 45% on the average. This opens opportunities for decreasing clock speeds, costs and energy consumption of embedded processors. The proposed techniques can be used for all types real-time systems, including automotive and avionics IT systems.

1. Introduction.- 2. WCET Analysis Techniques.- 3. WCC - WCET-Aware C Compiler.- 4. WCET-Aware Source Code Level Optimizations.- 5. WCET-Aware Assembly Level Optimizations.- 6. Machine Learning Techniques in Compiler Design.- 7. Multi-Objective Optimizations.- 8. Summary and Future Work.- A. Abstract Interpretation.- B. Transformation of Conditions.- References. List of Figures. List of Tables. Index.

Reihe/Serie Embedded Systems
Zusatzinfo XVIII, 262 p.
Verlagsort Dordrecht
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Programmiersprachen / -werkzeuge
Mathematik / Informatik Informatik Software Entwicklung
Informatik Theorie / Studium Compilerbau
Technik Elektrotechnik / Energietechnik
Schlagworte code generation • Compiler • Optimization • real-time • Worst-Case Execution Time (WCET)
ISBN-10 94-007-3368-2 / 9400733682
ISBN-13 978-94-007-3368-8 / 9789400733688
Zustand Neuware
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