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    High-Performance Software Development Challenges in the Post-Moore Era
    2019-07-26 | 【 【打印】【关闭】

      Abstract: The end of Moore's Law scaling for VLSI technology implies that significant performance increases for future generations of processors cannot derive from increased transistors counts. Instead, hardware customization and more efficient use of hardware resources are expected to be primary means of performance improvement. Hence, the already challenging task of application software development will get even harder. Advances in software infrastructure such as compilers will be crucial to assist application developers achieve high-performance without loss of productivity and portability.

      A very fundamental challenge faced by compilers is data-locality optimization. The cost of data movement far exceeds the cost of performing arithmetic/logic operations on current processors, both in terms of energy as well as execution time. But while the computational complexity of most practically used algorithms is quite well understood, the same is not true of data-movement complexity. There is a need to develop new abstractions and methodologies, and create tools for characterization and optimization of data movement. This talk will discuss challenges and some promising directions in the quest to achieve the three desirables of performance, productivity, and portability in the development of high-performance software.

      Bio:

      Sadayappan is a Professor in the School of Computing at the University of Utah, with a joint appointment at Pacific Northwest National Laboratory. He was previously a Professor of Computer Science and Engineering and a University Distinguished Scholar at the Ohio State University. His primary research interests center around performance optimization and compiler/runtime systems for high-performance computing, with a special emphasis on high-performance frameworks that enable high productivity for application developers. He collaborates closely with computational scientists and data scientists in developing high-performance domain-specific frameworks and applications. Sadayappan received a B.Tech from the Indian Institute of Technology, Madras, and M.Sc. and Ph.D. from Stony Brook University, all in Electrical Engineering. Sadayappan is an IEEE Fellow.

     
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  • 赵雅芝联合“我·爱我 女性健康工程”为乳腺健康共发声 2019-12-15
  • 西湖龙井、潍坊风筝、宣纸徽墨……大运河非遗大展亮相农展馆 2019-10-25
  • 愿赌服输!炒股赚了没见你们给大家分点? 2019-10-25
  • 回复@老老保老张工:玩你的铁环去! 2019-08-23
  • 原保监会主席项俊波妻子及两个秘书亦被查 与妻子结婚离婚又复婚 2019-08-13
  • 关于益寿丹 竹林日记(0073) 2019-08-13
  • 百名高管落马!金融反腐大势怎么走? 2019-07-17
  • 舍身救人,你是我们的榜样!(原创首发) 2019-07-01
  • 台旅会宣传海湾主题旅游 将在成都举办展览 2019-07-01
  • 笑博士的“企业发展计划”,是基于私有制的企业计划。因此,笑博士,是制订不了市计划,省计划,更别说国家计划的。他的最大无知,是不知社会主义是以公有制为主体的国家, 2019-06-23
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