کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4956735 | 1444590 | 2017 | 21 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Adaptive voltage scaling in a heterogeneous FPGA device with memory and logic in-situ detectors
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
شبکه های کامپیوتری و ارتباطات
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![عکس صفحه اول مقاله: Adaptive voltage scaling in a heterogeneous FPGA device with memory and logic in-situ detectors Adaptive voltage scaling in a heterogeneous FPGA device with memory and logic in-situ detectors](/preview/png/4956735.png)
چکیده انگلیسی
This paper presents an enhanced tool flow and hardware to allow a host CPU to exploit the timing margins available on a FPGA fabric to improve its performance or reduce its energy and power requirements. Two different case studies are considered to demonstrate the performance gains and energy reduction possible in realistic scenarios. The first case study presents a video fusion system with hardware acceleration. The video fusion application is based on Dual-Tree Complex Wavelet Transforms (DT-CWT) that are mapped to a hardware accelerator using high-level synthesis tools. The hardware netlist is processed and in-situ detectors are automatically added to monitor and pre-detect timing failures occurring in the critical path flip-flops. In the second case study the tool flow is extended to support cases where the critical paths terminate in memory blocks with internal registers hidden from the user. A soft-core multiprocessor implemented in the FPGA is used to illustrate the additional challenges and proposed solution. In both cases the host CPU can control the voltage and frequency of the FPGA and compute to the performance or energy limit obtaining around 70% increase in performance or reduction in energy. Intermediate solutions that trade different levels of performance for energy are also possible. The system exhibits excellent energy proportional computing characteristics and can adapt its operating point to complete a task within a given time budget so that only the minimum level of energy is used.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Microprocessors and Microsystems - Volume 51, June 2017, Pages 227-238
Journal: Microprocessors and Microsystems - Volume 51, June 2017, Pages 227-238
نویسندگان
Jose Nunez-Yanez,