FoMR: Collaborative Research: Dependent ILP: Dynamic Hoisting and Eager Scheduling of Dependent Instructions
FoMR: Collaborative Research: Dependent ILP: Dynamic Hoisting and Eager Scheduling of Dependent Instructions
批准号:
1823417
负责人:
David Whalley
金额:
$21.5万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-10-01 至 2022-09-30
中文摘要
计算中的指令级并行(ILP)允许应用程序中的不同机器级指令在微处理器中并行执行。利用ILP在计算中提供了显著的性能优势,但近年来ILP的改进很少。该项目提出了一种称为“急切执行”的新方法,可以显着提高ILP。许多应用程序的成功取决于它们的执行效率。所提出的即时执行技术将使运行在移动设备上的应用程序和运行在数量不断增长的数据中心上的大型数据应用程序受益。在所有尺度上实现更好的系统将进一步使无处不在的计算继续渗透到生活中。该项目的方法包括以下优点:(1)直接依赖于用户的指令可以更快地交付给功能单元执行;(2)可以检测到自上次执行以来源寄存器值未发生变化的指令的执行情况,避免冗余计算;(3)生产者/消费者指令对之间的依赖关系有时可以被分解,以便它们可以同时被调度执行;(4)来自多个路径的消费者指令可以推测性地执行,其结果可以自然地保留在范式中,以避免在分支预测错误后重新执行;(5)可以提前执行关键指令以提高性能,包括加载预取缓存线和预计算分支结果以避免分支错误预测延迟。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
Instruction-level parallelism (ILP) in computing allows different machine-level instructions within an application to execute in parallel within a micro-processor. Exploitation of ILP has provided significant performance benefits in computing, but there has been little improvement in ILP in recent years. This project proposes a new approach called "eager execution" that could significantly increase ILP. The success of many applications depends on how efficiently they can be executed. The proposed eager execution technique will benefit applications that span those running on mobile devices to large data applications running on the ever-growing number of data centers. Enabling better systems at all scales will further enable the ubiquitous computing that continues to pervade lives.The project's approach includes the following advantages: (1) immediately-dependent consumer instructions can be more quickly delivered to functional units for execution; (2) the execution of instructions whose source register values have not changed since its last execution can be detected and redundant computation can be avoided; (3) the dependency between a producer/consumer pair of instructions can sometimes be collapsed so they can be simultaneously dispatched for execution; (4) consumer instructions from multiple paths may be speculatively executed and their results can be naturally retained in the paradigm to avoid re-execution after a branch misprediction; and (5) critical instructions can be eagerly executed to improve performance, which include loads to prefetch cache lines and pre-computation of branch results to avoid branch misprediction delays.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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DOI:
10.1145/3589610.3596282
发表时间:
2023-06
期刊:
Proceedings of the 24th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems
影响因子:
--
作者:
[Abigail Mortensen;Scott Pomerville;D. Whalley;Soner Önder;Gang-Ryung Uh]
通讯作者:
Abigail Mortensen;Scott Pomerville;D. Whalley;Soner Önder;Gang-Ryung Uh
The Domestic Computer Science Graduate Students Are There, We Just Need to Recruit Them
国内计算机研究生已经有了,我们只需要招就可以了
DOI:
10.1145/3448249
发表时间:
2021
期刊:
Communications of the ACM
影响因子:
22.7
作者:
[Whalley, David, Yuan, Xin, Liu, Xiuwen]
通讯作者:
Liu, Xiuwen
Decreasing the Miss Rate and Eliminating the Performance Penalty of a Data Filter Cache
降低丢失率并消除数据过滤器缓存的性能损失
DOI:
--
发表时间:
2021
期刊:
ACM transactions on architecture and code optimization
影响因子:
1.6
作者:
[Stokes, Michael, Whalley, David, Onder, Soner]
通讯作者:
Onder, Soner
DOI:
10.1109/islped.2019.8824951
发表时间:
2019-07
期刊:
2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)
影响因子:
--
作者:
[Michael Stokes;Ryan Baird;Zhaoxiang Jin;D. Whalley;Soner Önder]
通讯作者:
Michael Stokes;Ryan Baird;Zhaoxiang Jin;D. Whalley;Soner Önder
Collaborative Research: SHF: Medium: Vectorized Instruction Space (VIS)
-
批准号:2211354
-
项目类别:Continuing Grant
-
资助金额:$60.0万
-
财政年份:2022
-
负责人:David Whalley
-
依托单位:
IRES: Track I: Collaborative Research: Supporting FSU and MTU Student Research with NTNU Faculty on Automatic Improvement of Application Performance
-
批准号:2103103
-
项目类别:Standard Grant
-
资助金额:$15.0万
-
财政年份:2021
-
负责人:David Whalley
-
依托单位:
SHF: Medium: Collaborative Research: Statically Controlled Asynchronous Lane Execution (SCALE)
-
批准号:1900788
-
项目类别:Continuing Grant
-
资助金额:$60.0万
-
财政年份:2019
-
负责人:David Whalley
-
依托单位:
XPS: Full: FP: Collaborative Research: Sphinx: Combining Data and Instruction Level Parallelism through Demand Driven Execution of Imperative Programs
-
批准号:1533846
-
项目类别:Standard Grant
-
资助金额:$31.5万
-
财政年份:2015
-
负责人:David Whalley
-
依托单位:
IRES:U.S.-Sweden Research Experience in Efficient and Secure Mobile Systems for Students
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批准号:1358147
-
项目类别:Standard Grant
-
资助金额:$25.0万
-
财政年份:2014
-
负责人:David Whalley
-
依托单位:
CSR: Medium: Collaborative Research: Static Pipelining, an Approach for Ultra-Low Power Embedded Processors
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批准号:0964413
-
项目类别:Continuing Grant
-
资助金额:$61.36万
-
财政年份:2010
-
负责人:David Whalley
-
依托单位:
New Thyristors for T & D Applications (NEWTON)
-
批准号:DT/E005837/1
-
项目类别:Research Grant
-
资助金额:$24.21万
-
财政年份:2007
-
负责人:David Whalley
-
依托单位:
CSR-EHS: Enhancing the Effectiveness of Utilizing an Instruction Register File
-
批准号:0615085
-
项目类别:Continuing Grant
-
资助金额:$0.0万
-
财政年份:2006
-
负责人:David Whalley
-
依托单位:
ITR: Collaborative Research: SPARTA: Static Parametric Timing Analysis to Support Dynamic Decisions inEmbedded Systems
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批准号:0312493
-
项目类别:Standard Grant
-
资助金额:$13.0万
-
财政年份:2003
-
负责人:David Whalley
-
依托单位:
Collaborative Research: Branch Elimination by Condition Merging
-
批准号:0208892
-
项目类别:Continuing Grant
-
资助金额:$18.0万
-
财政年份:2002
-
负责人:David Whalley
-
依托单位:
Automatic Validation of Improving Transformations and Related Applications
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批准号:9904943
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:1999
-
负责人:David Whalley
-
依托单位:
海外基金