Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A Simulation-Based Approach

• Tác giả: Markus Kilian Frank
• Ngôn ngữ: eng
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2022
• Mô tả vật lý: 1 electronic resource (400 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 270507
• Chủ đề: 1. Modellbasierte Performancevorhersage; 2. Software Engineering; 3. Multicore-Architekturen; 4. parallele Entwurfsmuster; 5. Model-based Performance Prediction; 6. Multicore architectures; 7. Parallel Design Patterns; 8. Maths for computer scientists

Tóm tắt

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.