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Dynamic backlight scaling optimization for mobile streaming applications 移动流媒体应用的动态背光缩放优化
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993655
P. Hsiu, Chun-Han Lin, C. Hsieh
With the increasing variety of mobile applications, reducing the energy consumption of mobile devices is a major challenge in sustaining multimedia streaming applications. This paper explores backlight scaling, which is deemed a promising technical solution. First, we model the problem as a dynamic backlight scaling optimization problem. The objective is to minimize the energy consumption of the backlight when displaying a video stream without adversely impacting the user's visual perception. Then, we propose a dynamic-programming algorithm to solve the fundamental problem and prove its optimality in terms of energy savings. Finally, based on the algorithm, we consider implementation issues. We have also developed a prototype implementation integrated with existing video streaming services to validate the practicability of the approach. The results of experiments conducted to demonstrate the efficacy of the proposed algorithm are very encouraging.
随着移动应用程序种类的增加,降低移动设备的能耗是维持多媒体流应用程序的主要挑战。本文探讨了背光缩放,这被认为是一个有前途的技术解决方案。首先,我们将该问题建模为一个动态背光缩放优化问题。目标是在显示视频流时最大限度地减少背光的能量消耗,而不会对用户的视觉感知产生不利影响。然后,我们提出了一种动态规划算法来解决基本问题,并证明了它在节能方面的最优性。最后,在算法的基础上,考虑了实现问题。我们还开发了一个与现有视频流服务集成的原型实现,以验证该方法的实用性。实验结果表明,该算法的有效性是非常令人鼓舞的。
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引用次数: 33
Holistic low power solutions for the new world 为新世界提供整体低功耗解决方案
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993608
Kee-sup Kim
Low power technology, especially for SoC's has been developed first to extend battery life, to manage heat and then to reduce overall consumption of electricity. To achieve best result, chip-centric and low power centric solutions can be very limiting. More holistic approach would span product planning, application, architecture, physical design, library and process technology. Furthermore, co-optimizing low power solutions with the solutions for other axis such as reliability, speed and process variability can lead to surprisingly rewarding results. This talk will also explore where else low power technology developed for the semiconductor industry can be applied.
低功耗技术,特别是SoC的低功耗技术,首先是为了延长电池寿命,管理热量,然后降低整体电力消耗。为了达到最佳效果,以芯片为中心和以低功耗为中心的解决方案可能非常有限。更全面的方法将涵盖产品规划、应用程序、体系结构、物理设计、库和过程技术。此外,将低功耗解决方案与可靠性、速度和工艺可变性等其他方面的解决方案共同优化,可以带来令人惊讶的有益结果。本讲座还将探讨为半导体工业开发的低功耗技术的其他应用领域。
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引用次数: 0
Improving energy efficiency of multi-threaded applications using heterogeneous CMOS-TFET multicores 利用异构CMOS-TFET多核提高多线程应用的能源效率
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993644
Karthik Swaminathan, Emre Kultursay, V. Saripalli, N. Vijaykrishnan, M. Kandemir, S. Datta
Energy-Delay-Product-aware DVFS is a widely-used technique that improves energy efficiency by dynamically adjusting the frequencies of cores. Further, for multithreaded applications, barrier-aware DVFS is a method that can dynamically tune the frequencies of cores to reduce barrier stall times and achieve higher energy efficiency. In both forms of DVFS, frequencies of cores are reduced from the maximum value to achieve better energy efficiency. TFET devices operate at energy efficiencies that cannot be achieved by CMOS devices. This advantage of TFET devices can be exploited in the context of multicore processors by replacing some of the CMOS cores with energy efficient TFET alternatives. However, the energy benefits of TFET devices are observed at relatively lower voltages, which results in a degradation in performance due to executing at lower frequencies. Although applications cannot be limited to run always at such lower frequencies, it can be significantly beneficial from an energy efficiency perspective to make use of energy efficient TFET cores during the times applications spend at these frequencies. In this paper, we show that due to EDP-aware DVFS and barrier-aware DVFS, multithreaded applications run for a significant portion of their execution time at frequencies at which TFET cores are more energy efficient. We further show that, at those frequencies, dynamically migrating threads to TFET cores can achieve average leakage and dynamic energy savings of 30% and 17%, respectively, with a performance degradation of less than 1%.
能量延迟产品感知DVFS是一种广泛应用的技术,它通过动态调整核心的频率来提高能源效率。此外,对于多线程应用程序,屏障感知DVFS是一种可以动态调整内核频率的方法,以减少屏障停机时间并实现更高的能源效率。在两种形式的DVFS中,芯的频率从最大值降低,以达到更好的能源效率。TFET器件的能效是CMOS器件无法达到的。在多核处理器的背景下,可以利用TFET器件的这一优势,用节能的TFET替代一些CMOS内核。然而,在相对较低的电压下观察到TFET器件的能量优势,这导致由于在较低频率下执行而导致性能下降。尽管应用程序不能被限制总是在如此低的频率上运行,但从能源效率的角度来看,在应用程序使用这些频率的时间内使用高能效的TFET核是非常有益的。在本文中,我们展示了由于edp感知的DVFS和屏障感知的DVFS,多线程应用程序在其执行时间的很大一部分上运行在TFET核更节能的频率上。我们进一步表明,在这些频率下,动态迁移线程到ttfet内核可以分别实现30%和17%的平均泄漏和动态节能,性能下降不到1%。
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引用次数: 28
Column-selection-enabled 8T SRAM array with ∼1R/1W multi-port operation for DVFS-enabled processors 支持列选择的8T SRAM阵列,具有1R/1W多端口操作,适用于支持dvfs的处理器
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993654
S. P. Park, Soo Youn Kim, Dongsoo Lee, Jae-Joon Kim, W. P. Griffin, K. Roy
In this work, we propose a new multi-port 8T SRAM architecture suitable for DVFS enabled processors. With multi-way caches using 8T SRAM, write-back operations are required to support column selection. While conventional write-back schemes may not have the 1R/1W dual port advantage of 8T SRAM, our proposed local write-back scheme preserves both ports with only minimal limitations. Simulation results show significant IPC enhancements with the proposed cache. Implementation in 45nm technology demonstrates wide-range DVFS (from 120MHZ@0.48V to 710MHz@1V) for the proposed SRAM array.
在这项工作中,我们提出了一种新的多端口8T SRAM架构,适用于支持DVFS的处理器。对于使用8T SRAM的多路缓存,需要回写操作来支持列选择。虽然传统的回写方案可能没有8T SRAM的1R/1W双端口优势,但我们提出的本地回写方案保留了两个端口,只有最小的限制。仿真结果表明,所提出的缓存显著提高了IPC性能。45纳米技术的实现展示了SRAM阵列的大范围DVFS(从120MHZ@0.48V到710MHz@1V)。
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引用次数: 17
High-endurance and performance-efficient design of hybrid cache architectures through adaptive line replacement 采用自适应线路替换的混合高速缓存架构的高耐久性和高性能设计
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993611
A. Jadidi, M. Arjomand, H. Sarbazi-Azad
In this paper, we propose a run-time strategy for managing writes onto last level cache in chip multiprocessors where STT-RAM memory is used as baseline technology. To this end, we assume that each cache set is decomposed into limited SRAM lines and large number of STT-RAM lines. SRAM lines are target of frequently-written data and rarely-written or read-only ones are pushed into STT-RAM. As a novel contribution, a low-overhead, fully-hardware technique is utilized to detect write-intensive data blocks of working set and place them into SRAM lines while the remaining data blocks are candidates to be remapped onto STT-RAM blocks during system operation. Therefore, the achieved cache architecture has large capacity and consumes near zero leakage energy using STT-RAM array; while dynamic write energy, acceptable write latency, and long lifetime is guaranteed via SRAM array. Results of full-system simulation for a quad-core CMP running PARSEC-2 benchmark suit confirm an average of 49 times improvement in cache lifetime and more than 50% reduction in cache power consumption when compared to baseline configurations.
在本文中,我们提出了一种运行时策略,用于管理对芯片多处理器中使用STT-RAM内存作为基准技术的最后一级缓存的写操作。为此,我们假设将每个缓存集分解为有限的SRAM行和大量的STT-RAM行。SRAM线是经常写入数据的目标,很少写入或只读的数据被推入STT-RAM。作为一种新颖的贡献,它利用低开销、全硬件技术来检测工作集的写密集型数据块,并将它们放入SRAM行中,而其余的数据块作为候选数据块,在系统运行期间重新映射到STT-RAM块上。因此,采用STT-RAM阵列实现的缓存架构具有大容量和近零泄漏能量消耗;同时通过SRAM阵列保证动态写能量、可接受的写延迟和长寿命。运行parsec2基准测试套件的四核CMP的全系统模拟结果证实,与基线配置相比,缓存寿命平均提高了49倍,缓存功耗降低了50%以上。
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引用次数: 94
Analysis and mitigation of NBTI-induced performance degradation for power-gated circuits 功率门控电路中nbti引起的性能下降的分析与缓解
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993626
Kai-Chiang Wu, Diana Marculescu, Ming-Chao Lee, Shih-Chieh Chang
Device aging, which causes significant loss on circuit performance and lifetime, has been a main factor in reliability degradation of nanoscale designs. Aggressive technology scaling trends, such as thinner gate oxide without proportional downscaling of supply voltage, necessitate an aging-aware analysis and optimization flow in the early design stages. Since PMOS sleep transistors in power-gated circuits suffer from static NBTI during active mode and age very rapidly, the aging of power-gated circuits should be explicitly addressed. In this paper, for power-gated circuits, we present a novel methodology for analyzing and mitigating NBTI-induced performance degradation. Aging effects on both logic networks and sleep transistors are jointly considered for accurate analysis. By introducing 25% redundant sleep transistors with reverse body bias applied, the proposed methodology can significantly mitigate the long-term performance degradation and thus extend the circuit lifetime by 3X.
器件老化导致电路性能和寿命的显著损失,已成为纳米级设计可靠性下降的主要因素。激进的技术缩放趋势,如更薄的栅极氧化物而不按比例降低电源电压,需要在早期设计阶段进行老化意识分析和优化流程。由于功率门控电路中的PMOS休眠晶体管在有源模式下会受到静态NBTI的影响,并且老化速度非常快,因此应明确解决功率门控电路的老化问题。在本文中,对于功率门控电路,我们提出了一种新的方法来分析和减轻nbti引起的性能下降。同时考虑了老化对逻辑网络和睡眠晶体管的影响,以保证分析的准确性。通过引入25%冗余睡眠晶体管并应用反向体偏置,所提出的方法可以显著减轻长期性能下降,从而将电路寿命延长3倍。
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引用次数: 19
Energy efficient scheduling for multithreaded programs on general-purpose processors 通用处理器上多线程程序的节能调度
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993658
Xin Fan, S. Kusakabe
This paper investigates the effectiveness of Time Aggregation Scheduler (TAS) for commodity platforms from the view point of energy saving. TAS can aggregate the execution of runnable sibling threads, and decrease the number of internal events that have negative impact on energy consumption in executing multithreaded applications. We compare energy consumption in running multithreaded applications of DaCapo Java benchmarks when using Linux default Completely Fair Scheduler, and TAS. The experimental results indicate that TAS can reduce the amount of system level energy consumption, as well as the quantity of internal events and the execution time.
本文从节能的角度研究了时间聚合调度(TAS)在商品平台中的有效性。TAS可以聚合可运行兄弟线程的执行,并减少在执行多线程应用程序时对能耗有负面影响的内部事件的数量。我们比较了在使用Linux默认的complete Fair Scheduler和TAS时运行DaCapo Java基准多线程应用程序的能耗。实验结果表明,TAS可以减少系统级的能量消耗,减少内部事件的数量和执行时间。
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引用次数: 5
Thermal-aware bus-driven floorplanning 热感知总线驱动的地板规划
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993637
Po-Hsun Wu, Tsung-Yi Ho
As the number of buses in multi-core SoC designs increase, bus planning problems become a dominant factor in determining the chip performance. To cope with these issues, it is desirable to consider them in the early floorplanning stage. Recently, many bus-driven floorplanners have been proposed in the literature. However, those proposed algorithms only consider the bus planning problem without the thermal effect. As a result, there are hotspots which result in high chip temperature on the chip. In this paper, a thermal-aware bus-driven floorplanning algorithm is proposed to separate hotspots during the perturbation stage and to keep buses away from hotspots during the routing stage. To avoid time-consuming thermal simulations, the superposition of thermal profiles which are the thermal distribution of each module is adopted to efficiently estimate the module temperature. Compared with the state-of-the-art bus-driven floorplan-ner, experimental results demonstrate that the proposed algorithm can effectively separate hotspots and reduce the chip temperature. Categories and Subject Descriptors: B.7.2 [Integrated Circuits]: Design Aids — Placement and Routing General Terms: Algorithms, Design
随着多核SoC设计中总线数量的增加,总线规划问题成为决定芯片性能的主要因素。为了解决这些问题,最好在规划楼面的早期阶段就加以考虑。最近,文献中提出了许多公共汽车驱动的地板规划师。然而,这些算法只考虑总线规划问题,而没有考虑热效应。因此,存在热点,导致芯片上的芯片温度很高。本文提出了一种热感知总线驱动的平面规划算法,以在扰动阶段分离热点,并在路由阶段使总线远离热点。为了避免耗时的热模拟,采用了各模块热分布的热剖面叠加来有效地估计模块温度。实验结果表明,与现有的总线驱动平面规划器相比,该算法可以有效地分离热点,降低芯片温度。类别和主题描述:B.7.2[集成电路]:辅助设计-布置和布线
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引用次数: 3
Energy harvesting by sweeping voltage-escalated charging of a reconfigurable supercapacitor array 可重构超级电容器阵列扫描电压升级充电的能量收集
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993642
Sehwan Kim, P. Chou
EscaCap is an energy harvester that uses a boost-up charge pump to perform maximum power-transfer tracking (MPTT) while charging a reservoir supercapacitor array (RSA) with a reconfigurable topology. Unlike buck-down type harvesters, the voltage-doubling charge pump of EscaCap enables the sensor nodes to operate under low ambient power conditions. The supercapacitors in the RSA can be dynamically configured for series or parallel topologies by means of a switch array for not only minimizing leakage of the supercapacitors but also improving the charging speed. Furthermore, the RSA of EscaCap is modular and can be easily expanded. Experimental results show that EscaCap can harvest energy efficiently under low and high solar irradiation conditions, achieve shorter charging time, and demonstrate flexibility and robustness.
EscaCap是一种能量采集器,它使用增压充电泵进行最大功率传输跟踪(MPTT),同时对具有可重构拓扑结构的储层超级电容器阵列(RSA)充电。与反压式收割机不同,EscaCap的电压加倍电荷泵使传感器节点能够在低环境功率条件下工作。RSA中的超级电容器可以通过开关阵列动态配置为串联或并联拓扑,既可以减少超级电容器的漏电,又可以提高充电速度。此外,EscaCap的RSA是模块化的,可以很容易地扩展。实验结果表明,EscaCap在低、高太阳辐照条件下均能高效收集能量,充电时间较短,具有灵活性和鲁棒性。
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引用次数: 20
A low-power referenceless clock and data recovery circuit with clock-edge modulation for biomedical sensor applications 具有时钟边缘调制的低功耗无参考时钟和数据恢复电路,用于生物医学传感器应用
Pub Date : 2011-08-01 DOI: 10.1109/ISLPED.2011.5993662
Sunkwon Kim, J. Woo, Woo-Yeol Shin, Gi-Moon Hong, Hyongmin Lee, Hyunjoong Lee, Suhwan Kim
This paper proposes a low-power referenceless clock and data recovery (CDR) circuit for biomedical devices or sensor applications. Its power consumption is reduced by adopting clock-edge modulation technique and using a voltage-controlled oscillator (VCO) based on a relaxation oscillator. Clock-edge modulation eliminates the need for an external reference clock without introducing the possibility of harmonic locking. Our CDR supports input data-rates between 200kbps and 10Mbps at 0.7V, and operate up to 24 MHz at 1.0V. The circuit is designed in a 0.18μm CMOS technology and consumes 8μW at an input data-rate of 10Mbps.
本文提出了一种低功耗无参考时钟和数据恢复(CDR)电路,用于生物医学设备或传感器应用。采用时钟边调制技术和基于弛豫振荡器的压控振荡器(VCO)降低了其功耗。时钟边缘调制消除了对外部参考时钟的需要,而不会引入谐波锁定的可能性。我们的CDR支持在0.7V时200kbps和10Mbps之间的输入数据速率,并在1.0V时工作高达24 MHz。电路采用0.18μm CMOS工艺设计,输入数据速率为10Mbps时功耗为8μW。
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引用次数: 8
期刊
IEEE/ACM International Symposium on Low Power Electronics and Design
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