کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
4950278 1364283 2018 14 صفحه PDF ندارد دانلود رایگان
عنوان انگلیسی مقاله
Design and implementation of energy-aware application-specific CPU frequency governors for the heterogeneous distributed computing systems☆
کلمات کلیدی
Green computing; DVFS; Data centers; Optimal control; System identification; Linux;
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Design and implementation of energy-aware application-specific CPU frequency governors for the heterogeneous distributed computing systems☆
چکیده انگلیسی

•Design of application-specific energy-aware CPU controller is presented.•Application-specific CPU controllers may outperform standard Linux CPU governors.•Benchmarking methodology is proposed to identify models of CPU workload dynamics.•Server power consumption estimate based on MSR-based measurements is proposed.

This paper deals with the design of application-specific energy-aware CPU frequency scaling mechanisms. The proposed customized CPU controllers may optimize performance of data centers in which diverse tasks are allocated to servers with different characteristics. First, it is demonstrated that server power usage can be accurately estimated based on the measurements of CPU power consumption read from the model specific registers (MSRs). Next, a benchmarking methodology derived from the RFC2544 specification is proposed that allows to identify models of CPU workload dynamics. Finally, it is demonstrated how the identified models can be applied in the design of customized energy-aware controllers that dynamically adjust CPU frequency to the application-specific workload patterns. According to the results of experimental studies the customized controllers may outperform standard general-purpose governors of the Linux kernel both in terms of reachable server performance and power saving capabilities.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 78, Part 1, January 2018, Pages 302-315
نویسندگان
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