Modeling and Optimization of Parallel and Distributed Embedded Systems (Hardcover)
暫譯: 平行與分散嵌入式系統的建模與優化 (精裝版)
Arslan Munir, Ann Gordon-Ross, Sanjay Ranka
相關主題
商品描述
This book introduces the state-of-the-art in research in parallel and distributed embedded systems, which have been enabled by developments in silicon technology, micro-electro-mechanical systems (MEMS), wireless communications, computer networking, and digital electronics. These systems have diverse applications in domains including military and defense, medical, automotive, and unmanned autonomous vehicles.
The emphasis of the book is on the modeling and optimization of emerging parallel and distributed embedded systems in relation to the three key design metrics of performance, power and dependability.
Key features:
- Includes an embedded wireless sensor networks case study to help illustrate the modeling and optimization of distributed embedded systems.
- Provides an analysis of multi-core/many-core based embedded systems to explain the modeling and optimization of parallel embedded systems.
- Features an application metrics estimation model; Markov modeling for fault tolerance and analysis; and queueing theoretic modeling for performance evaluation.
- Discusses optimization approaches for distributed wireless sensor networks; high-performance and energy-efficient techniques at the architecture, middleware and software levels for parallel multicore-based embedded systems; and dynamic optimization methodologies.
- Highlights research challenges and future research directions.
The book is primarily aimed at researchers in embedded systems; however, it will also serve as an invaluable reference to senior undergraduate and graduate students with an interest in embedded systems research.
商品描述(中文翻譯)
本書介紹了平行與分散式嵌入式系統的最新研究進展,這些系統得益於矽技術、微電機系統(MEMS)、無線通信、計算機網絡和數位電子學的發展。這些系統在軍事與防禦、醫療、汽車以及無人自主車輛等領域具有多樣的應用。
本書的重點在於針對性能、功耗和可靠性這三個關鍵設計指標,對新興的平行與分散式嵌入式系統進行建模與優化。
主要特點:
- 包含一個嵌入式無線感測器網絡的案例研究,以幫助說明分散式嵌入式系統的建模與優化。
- 提供基於多核心/多核嵌入式系統的分析,以解釋平行嵌入式系統的建模與優化。
- 特別介紹應用指標估算模型;用於容錯與分析的馬可夫建模;以及用於性能評估的排隊理論建模。
- 討論分散式無線感測器網絡的優化方法;針對平行多核心嵌入式系統在架構、中介軟體和軟體層面的高效能與節能技術;以及動態優化方法論。
- 突出研究挑戰與未來研究方向。
本書主要針對嵌入式系統的研究人員;然而,它也將成為對於有興趣於嵌入式系統研究的高年級本科生和研究生的重要參考資料。