商品描述
This book provides a holistic view of workload-dependent mitigation techniques for performance variability. The authors describe the use of design-time profiling information to reduce the uncertainties in future execution time calculation at run time, thereby offering the best option for minimizing system costs while reducing missed deadlines. Readers are introduced to an approach that combines dynamic voltage and frequency scaling (DVFS) with heterogeneous datapaths (HDP), enabling users to tackle performance variability of multiple timescales down to the sub-millisecond level.
商品描述(中文翻譯)
本書提供了針對性能變異的工作負載依賴性緩解技術的整體觀點。作者描述了如何利用設計階段的分析資訊來減少未來執行時間計算中的不確定性，從而提供最佳選擇以最小化系統成本，同時減少錯過截止日期的情況。讀者將接觸到一種將動態電壓與頻率調整（DVFS）與異構數據通路（HDP）相結合的方法，使得用戶能夠應對多種時間尺度下的性能變異，甚至達到亞毫秒級別。
作者簡介
Ji-Yung Lin received the M.Sc. degree in electronics engineering from National Taiwan University, Taiwan in 2013. From 2013 to 2018, he worked for TSMC, Taiwan, where he was engaged in design enablement for advanced technologies. Between 2018 and 2024, he worked as a PhD student in IMEC and Katholieke Universiteit Leuven, Belgium, where he conducted research on reliability of digital systems. Consequently, he received the Ph.D. degree in Electrical Engineering in KU Leuven in 2024. Currently he works as a full-time researcher in IMEC, specializing in Design Technology Co-optimization (DTCO) & System Technology Co-optimization (STCO) of the cutting-edge devices and architectures. His research interests include variability and reliability of VLSI, as well as as well as design and automation of digital circuits and systems. Michalis Noltsis received his diploma in Electrical and Computer Engineering from the National Technical Univesity of Athens in 2014. Afterwards he proceeded with acquiring his (dual) Ph.D in Engineering from the National Technical University of Athens and KU Leuven in 2020 while working as an associate researcher in the Institute of Communication and Computer Systems in Athens. The domain of his research includes semiconductor reliability and performance dependability of computing systems. Currently, he works as an Analog Design Engineer for Intracom Defense Electronics in Greece. Dimitrios Soudris received the Diploma and Ph.D. degrees in electrical engineer- ing from the University of Patras, Patras, Greece, in 1987 and 1992, respectively. Since 1995, he has been a Professor with the Department of Electrical and Computer Engineering, Democritus University of Thrace, Xanthi, Greece. He is currently a Professor with the School of Electrical and Computer Engineer- ing, National Technical University of Athens, Athens, Greece. He has authored or coauthored more than 500 papers in international journals/conferences. He has coauthored/coedited seven Kluwer/Springer books. He is also the leader and a principal investigator in research projects funded by Greek Government and Industry, European Commission, ENIAC-JU, and European Space Agency. His current research interests include high performance computing, embedded sys- tems, reconfigurable architectures, reliability, and low-power VLSI design. He was a recipient of the award from INTEL and IBM for EU Project LPGD 25256; ASP-DAC 05 and VLSI 05 awards for EU AMDREL IST-2001-34379, and sev- eral HiPEAC awards. He has served as the general/program chair in several conferences. Francky Catthoor received a Ph.D. in EE from the Katholieke Univ. Leuven, Belgium in 1987. Between 1987 and 2000, he has headed several research do- mains in the area of synthesis techniques and architectural methodologies. Since 2000 he is strongly involved in other activities at IMEC including co-exploration of application, computer architecture and deep submicron technology aspects, biomedical systems and IoT sensor nodes, and photo-voltaic modules combined with renewable energy systems, all at IMEC Leuven, Belgium. Currently he is an IMEC senior fellow. He is also part-time full professor at the EE department of the KULeuven. He has been associate editor for several IEEE and ACM journals, and was elected IEEE fellow in 2005.
作者簡介(中文翻譯)
林季勇於2013年獲得國立台灣大學電子工程碩士學位。從2013年到2018年，他在台灣的台積電工作，參與先進技術的設計啟用。2018年至2024年間，他在比利時的IMEC和魯汶大學擔任博士生，進行數位系統可靠性的研究。因此，他於2024年在魯汶大學獲得電機工程博士學位。目前，他在IMEC擔任全職研究員，專注於尖端設備和架構的設計技術共同優化（Design Technology Co-optimization, DTCO）和系統技術共同優化（System Technology Co-optimization, STCO）。他的研究興趣包括VLSI的變異性和可靠性，以及數位電路和系統的設計與自動化。
米哈利斯·諾爾茲斯於2014年獲得雅典國立技術大學的電氣與計算機工程學位。隨後，他在2020年獲得雅典國立技術大學和魯汶大學的（雙）博士學位，同時在雅典的通訊與計算機系統研究所擔任助理研究員。他的研究領域包括半導體可靠性和計算系統的性能可靠性。目前，他在希臘的Intracom Defense Electronics擔任類比設計工程師。
迪米特里奧斯·蘇德里斯於1987年和1992年分別在希臘帕特雷斯大學獲得電氣工程學位和博士學位。自1995年以來，他一直是希臘色拉基大學電氣與計算機工程系的教授。目前，他是雅典國立技術大學電氣與計算機工程學院的教授。他在國際期刊和會議上發表或共同發表了超過500篇論文，並共同編輯了七本Kluwer/Springer的書籍。他還是由希臘政府和產業、歐洲委員會、ENIAC-JU和歐洲太空總署資助的研究項目的負責人和主要研究者。他目前的研究興趣包括高性能計算、嵌入式系統、可重構架構、可靠性和低功耗VLSI設計。他曾獲得INTEL和IBM頒發的EU Project LPGD 25256獎，並因EU AMDREL IST-2001-34379獲得ASP-DAC 05和VLSI 05獎，以及多個HiPEAC獎項。他曾在多個會議中擔任總主席或程序主席。
法蘭基·卡圖爾於1987年在比利時魯汶大學獲得電機工程博士學位。在1987年至2000年間，他負責多個合成技術和架構方法論的研究領域。自2000年以來，他積極參與IMEC的其他活動，包括應用、計算機架構和深亞微米技術方面的共同探索、生物醫學系統和物聯網感測器節點，以及與可再生能源系統結合的光伏模組，這些均在比利時魯汶的IMEC進行。目前，他是IMEC的高級研究員，同時也是魯汶大學電機工程系的兼任教授。他曾擔任多個IEEE和ACM期刊的副編輯，並於2005年當選為IEEE Fellow。
