Performance Analysis of Parallel Applications for HPC

Zhai, Jidong, Jin, Yuyang, Chen, Wenguang

  • 出版商: Springer
  • 出版日期: 2024-09-11
  • 售價: $6,360
  • 貴賓價: 9.5$6,042
  • 語言: 英文
  • 頁數: 256
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 981994368X
  • ISBN-13: 9789819943685
  • 海外代購書籍(需單獨結帳)

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作者簡介

Jidong Zhai is a Tenured Associate Professor in the Department of Computer Science and Technology of Tsinghua University. He was a Visiting Professor of Stanford University (2015-2016) and a Visiting Scholar of MSRA (Microsoft Research Asia) in 2013. He is the general secretary of ACM SIGHPC China. His current research interests include parallel computing, compilers, programming languages, and performance evaluation. He has published in prestigious conferences (such as SC, ICS, PPOPP, ASPLOS, MICRO, OSDI, ATC, and PACT) and top-tier journals (such as IEEE TC and IEEE TPDS). His research received Best Paper Award at CLUSTER'21, Best Student Paper Award at ICS'21, Best Paper Honorable Mention Award at ICDCS'20, and Best Paper Finalist at SC'14. He has served as a PC member for a number of international conferences, including SC, ICS, PPoPP, IPDPS, ICPP, Cluster, and PACT. He was a program co-chair of NPC 2018. He is currently on the editorial boards of IEEE Transactions on Computers (TC), IEEE Transactions on Parallel and Distributed Systems (TPDS), IEEE Transactions on Cloud Computing (TCC), Journal of Parallel and Distributed Computing (JPDC), and Journal of Parallel Computing (PARCO). He is the advisor of the Tsinghua Student Cluster Team. The team led by him has achieved 12 international champions in student supercomputing challenges at SC, ISC, and ASC. In 2015 and 2018, the team led by him swept all three champions. He has received a number of awards, including the CCF Outstanding doctoral dissertation Award (2010), NSFC Young Career Award (2017), IEEE TPDS Award for Editorial Excellence (2019), CCF-IEEE CS Young Computer Scientist Award (2020), and First Prize of Natural Science of CCF (2021).

Yuyang Jin is a Postdoc in the Department of Computer Science and Technology, Tsinghua University. His research interests include performance analysis and programming languages. He received a Ph.D. degree in computer science from Tsinghua University in 2022. He has published papers in international conferences and journals, including SC, PPoPP, and TPDS.

Wenguang Chen is a professor in the Department of Computer Science and Technology, Tsinghua University. His research interests are in parallel and distributed systems and programming systems. He received his Bachelor's and Ph.D. degrees in computer science from Tsinghua University in 1995 and 2000, respectively. Before joining Tsinghua in 2003, he was the CTO of Opportunity International Inc. He was appointed as the associate head of the Department of Computer Science and Technology from 2007 to 2014. He has published over 50 papers in international conferences and journals such as Supercomputing, EuroSys, USENIX ATC, OOPSLA, and ICSE. He is a distinguished member and distinguished speaker of CCF (China Computer Foundation). He is an ACM member, vice chair of ACM China Council, and Editor-in-Chief of Communications of ACM (China Edition). He serves on the program committee of many conferences, such as PLDI, PPoPP, SC, ASPLOS, CGO, IPDPS, CCGrid, ICPP, and APSYS. He received the Distinguished Young Scholar Award of Natural Science Foundation in 2015.

Weimin Zheng is a CAE member. He is currently a Professor at the Department of Computer Science and Technology, Tsinghua University. He was the President of the China Computer Federation. Prof. Zheng has long been engaged in the research of high-performance computer architecture as well as parallel algorithms and systems. He led the establishment and application of the cluster architecture of high-performance computers in China and participated in the development of the extremely large-scale weather forecast application based on the domestic Sunway TaihuLight, which won the ACM Gordon Bell Award in 2016. Special Allowance of the State Council, the State Science and Technology Progress Award (one 1st and two 2nd prizes), the State Technological Invention Award (2nd prize), and He Liang He Li Science and Technology Progress Award, Prof. Zheng and his collaborators published more than 500 papers and more than 10 books.


作者簡介(中文翻譯)

Jidong Zhai 是清華大學計算機科學與技術系的終身副教授。他曾於 2015 至 2016 年擔任史丹佛大學的訪問教授,並於 2013 年擔任微軟亞洲研究院的訪問學者。他是 ACM SIGHPC China 的總秘書。其目前的研究興趣包括平行計算、編譯器、程式語言及性能評估。他在多個知名會議(如 SC、ICS、PPOPP、ASPLOS、MICRO、OSDI、ATC 和 PACT)及頂尖期刊(如 IEEE TC 和 IEEE TPDS)上發表過論文。他的研究曾獲得 CLUSTER'21 最佳論文獎、ICS'21 最佳學生論文獎、ICDCS'20 最佳論文榮譽提名獎及 SC'14 最佳論文決賽入圍獎。他曾擔任多個國際會議的程序委員會成員,包括 SC、ICS、PPoPP、IPDPS、ICPP、Cluster 和 PACT。他是 NPC 2018 的程序共同主席。目前,他擔任 IEEE Transactions on Computers (TC)、IEEE Transactions on Parallel and Distributed Systems (TPDS)、IEEE Transactions on Cloud Computing (TCC)、Journal of Parallel and Distributed Computing (JPDC) 和 Journal of Parallel Computing (PARCO) 的編輯委員會成員。他是清華學生集群隊的指導老師。他所帶領的團隊在 SC、ISC 和 ASC 的學生超級計算挑戰賽中獲得了 12 次國際冠軍。在 2015 年和 2018 年,他所帶領的團隊包攬了所有三個冠軍。他獲得了多項獎項,包括 CCF 優秀博士論文獎(2010)、NSFC 年輕人才獎(2017)、IEEE TPDS 編輯卓越獎(2019)、CCF-IEEE CS 年輕計算機科學家獎(2020)及 CCF 自然科學一等獎(2021)。

Yuyang Jin 是清華大學計算機科學與技術系的博士後研究員。他的研究興趣包括性能分析和程式語言。他於 2022 年獲得清華大學計算機科學博士學位,並在國際會議和期刊上發表過論文,包括 SC、PPoPP 和 TPDS。

Wenguang Chen 是清華大學計算機科學與技術系的教授。他的研究興趣集中在平行和分佈式系統及程式系統。他於 1995 年和 2000 年分別獲得清華大學計算機科學的學士和博士學位。在 2003 年加入清華大學之前,他曾擔任 Opportunity International Inc. 的首席技術官。他於 2007 至 2014 年擔任計算機科學與技術系的副主任。他在 Supercomputing、EuroSys、USENIX ATC、OOPSLA 和 ICSE 等國際會議和期刊上發表了超過 50 篇論文。他是 CCF(中國計算機基金會)的傑出會員和傑出演講者,也是 ACM 會員、ACM 中國委員會的副主席及 ACM 通訊(中國版)的主編。他參與了多個會議的程序委員會工作,如 PLDI、PPoPP、SC、ASPLOS、CGO、IPDPS、CCGrid、ICPP 和 APSYS。他於 2015 年獲得自然科學基金的傑出青年學者獎。

Weimin Zheng 是中國工程院院士,目前是清華大學計算機科學與技術系的教授。他曾擔任中國計算機學會的會長。鄭教授長期從事高性能計算機架構及平行算法和系統的研究。他主導了中國高性能計算機集群架構的建立和應用,並參與了基於國產 Sunway TaihuLight 的超大規模氣象預報應用的開發,該應用於 2016 年獲得 ACM Gordon Bell 獎。他獲得了國務院特殊津貼、國家科技進步獎(1 項一等獎和 2 項二等獎)、國家技術發明獎(二等獎)及何梁何利科學與技術獎等多項榮譽。

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