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SIMES: A simulator for hybrid electrical energy storage systems SIMES:混合电能存储系统的模拟器
Siyu Yue, Di Zhu, Yanzhi Wang, Massoud Pedram, Younghyun Kim, N. Chang
State-of-the-art electrical energy storage (EES) systems are mainly homogeneous, i.e., they consist of a single type of EES elements. None of the existing EES elements is capable of simultaneously fulfilling all the desired features of an ideal EES system, e.g., high charge/discharge efficiency, high energy density, low cost per unit capacity, long cycle life. A novel technology, i.e., a hybrid EES system that employs heterogeneous EES elements organized in a hierarchy of storage banks and linked by appropriate charge transfer interconnects, has shown great promise in overcoming the aforesaid limitations of conventional EES systems. However, the widespread adoption/deployment of hybrid EES systems is hampered by lack of a hybrid EES system simulator. This paper thus presents SIMES, a powerful and scalable simulator for hybrid EES systems, which provides fast and accurate system simulations, while accounting for key characteristics of various EES elements, power converters, charge transfer interconnect schemes, etc. Experimental results on two different applications (one targeting load shifting for households, the other related to battery rate capacity effect minimization in portable electronic devices) demonstrate the value and usefulness of SIMES for designing energy-aware facilities and products.
最先进的电能存储(EES)系统主要是同质的,即它们由单一类型的EES元件组成。现有的EES元件都不能同时满足理想EES系统的所有要求,例如,高充放电效率,高能量密度,单位容量低成本,长循环寿命。一种新技术,即混合EES系统,采用异质EES元素组织在存储库的层次结构中,并通过适当的电荷转移互连连接,在克服传统EES系统的上述局限性方面显示出很大的希望。然而,混合EES系统的广泛采用/部署受到缺乏混合EES系统模拟器的阻碍。因此,本文介绍了一种功能强大且可扩展的混合EES系统模拟器SIMES,它提供了快速准确的系统仿真,同时考虑了各种EES元件,功率转换器,电荷转移互连方案等的关键特性。两种不同应用(一种针对家庭负荷转移,另一种涉及便携式电子设备的电池率容量影响最小化)的实验结果证明了SIMES在设计节能设施和产品方面的价值和有用性。
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引用次数: 13
Variable-energy write STT-RAM architecture with bit-wise write-completion monitoring 可变能量写入STT-RAM架构,具有按位写入完成监控
Tianhao Zheng, Jaeyoung Park, M. Orshansky, M. Erez
In this paper we demonstrate an energy-reduction strategy that relies on the stochastic long-tail nature of the STT-RAM write operation. To move away from the traditional worst-case approach, the per-cell write process is continuously monitored and is terminated as soon as each cell's state matches the written state. Since the average write duration is far shorter than the worst-case duration, the average write energy is significantly reduced by the proposed architecture. We developed a light-weight circuit for fast state change detection and bit-line shutdown and evaluated it using a compact STT-RAM model targeting an implementation in a 16nm technology node. Our analysis indicates that at the required write-error rate the proposed architecture reduces write energy by 87.3%∓99.5% depending on the write direction, and on average achieves 96.5% write energy saving in 16 SPEC CPU 2006 applications compared to conventional design. Compared to the best previously known architecture that exploits stochasticity (verify-on-write), we reduce write energy by approximately 6.5×.
在本文中,我们展示了一种依赖于STT-RAM写操作的随机长尾特性的节能策略。为了摆脱传统的最坏情况方法,对每个单元的写入过程进行持续监控,并在每个单元的状态与写入状态匹配时立即终止。由于平均写持续时间远短于最坏情况持续时间,因此所提出的体系结构显著降低了平均写能量。我们开发了一种用于快速状态变化检测和位线关闭的轻型电路,并使用紧凑型STT-RAM模型对其进行了评估,目标是在16nm技术节点上实现。我们的分析表明,在所需的写入错误率下,根据写入方向,所提出的架构可将写入能量降低87.3% - 99.5%,并且与传统设计相比,在16 SPEC CPU 2006应用程序中平均可实现96.5%的写入能量节省。与先前已知的利用随机性(写时验证)的最佳架构相比,我们将写入能量减少了大约6.5倍。
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引用次数: 52
ESPN: A case for energy-star photonic on-chip network ESPN:能源之星光子片上网络的案例
Zhongqi Li, Tao Li
Photonic Network-on-Chips (NoCs) have recently been proposed due to their inherent low latency and high bandwidth. However, the high static power of the photonic components (e.g. laser source, resonators and waveguides) often results in energy-inefficient architectures. In this paper, we advocate the Energy-Star Photonic Network (ESPN) architecture that optimizes energy utilization via a two-pronged approach: (1) by enabling dynamic resource provisioning, ESPN adapts photonic network resources based on runtime traffic characteristics and (2) by utilizing all-optical adaptive routing, ESPN improves energy efficiency by intelligently exploiting existing network resources without introducing high latency and power hungry auxiliary routing mechanisms. Our evaluation results show that compared to the baseline design, ESPN reduces power and energy consumption under synthetic traffic patterns by 50% and 58% respectively.
光子片上网络(NoCs)由于其固有的低延迟和高带宽而近年来被提出。然而,光子元件(如激光源、谐振器和波导)的高静态功率往往导致能源效率低下的架构。在本文中,我们提倡energy - star光子网络(ESPN)架构,该架构通过两方面的方法优化能源利用:(1)通过启用动态资源供应,ESPN根据运行时流量特征适应光子网络资源;(2)通过利用全光自适应路由,ESPN通过智能地利用现有网络资源来提高能源效率,而不引入高延迟和耗电的辅助路由机制。我们的评估结果表明,与基线设计相比,ESPN在综合交通模式下的功耗和能耗分别降低了50%和58%。
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引用次数: 7
Coordinated refresh: Energy efficient techniques for DRAM refresh scheduling 协调刷新:DRAM刷新调度的节能技术
Ishwar Bhati, Zeshan A. Chishti, B. Jacob
As the size and speed of DRAM devices increase, the performance and energy overheads due to refresh become more significant. To reduce refresh penalty we propose techniques referred collectively as “Coordinated Refresh”, in which scheduling of low power modes and refresh commands are coordinated so that most of the required refreshes are issued when the DRAM device is in the deepest low power Self Refresh (SR) mode. Our approach saves DRAM background power because the peripheral circuitry and clocks are turned off in the SR mode. Our proposed solutions improve DRAM energy efficiency by 10% as compared to baseline, averaged across all the SPEC CPU 2006 benchmarks.
随着DRAM设备的尺寸和速度的增加,由于刷新引起的性能和能源开销变得更加显著。为了减少刷新损失,我们提出了统称为“协调刷新”的技术,其中协调低功耗模式和刷新命令的调度,以便在DRAM设备处于最深的低功耗自刷新(SR)模式时发出大多数所需的刷新。我们的方法节省了DRAM后台功耗,因为外围电路和时钟在SR模式下关闭。与基准相比,我们提出的解决方案将DRAM能源效率提高了10%,这是在所有SPEC CPU 2006基准测试中的平均值。
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引用次数: 26
An energy efficient GPGPU memory hierarchy with tiny incoherent caches 具有微小非相干缓存的高能效GPGPU内存层次结构
Alamelu Sankaranarayanan, E. K. Ardestani, J. L. Briz, Jose Renau
With progressive generations and the ever-increasing promise of computing power, GPGPUs have been quickly growing in size, and at the same time, energy consumption has become a major bottleneck for them. The first level data cache and the scratchpad memory are critical to the performance of a GPGPU, but they are extremely energy inefficient due to the large number of cores they need to serve. This problem could be mitigated by introducing a cache higher up in hierarchy that services fewer cores, but this introduces cache coherency issues that may become very significant, especially for a GPGPU with hundreds of thousands of in-flight threads. In this paper, we propose adding incoherent tinyCaches between each lane in an SM, and the first level data cache that is currently shared by all the lanes in an SM. In a normal multiprocessor, this would require hardware cache coherence between all the SM lanes capable of handling hundreds of thousands of threads. Our incoherent tinyCache architecture exploits certain unique features of the CUDA/OpenCL programming model to avoid complex coherence schemes. This tinyCache is able to filter out 62% of memory requests that would otherwise need to be serviced by the DL1G, and almost 81% of scratchpad memory requests, allowing us to achieve a 37% energy reduction in the on-chip memory hierarchy. We evaluate the tinyCache for different memory patterns and show that it is beneficial in most cases.
随着一代又一代的进步和计算能力的不断提高,gpgpu的尺寸也在迅速增长,与此同时,能耗也成为其主要的瓶颈。第一级数据缓存和刮刮板存储器对GPGPU的性能至关重要,但由于需要服务大量的内核,它们的能源效率非常低。这个问题可以通过在层次结构中引入一个更高的缓存来缓解,这个缓存可以为更少的内核提供服务,但是这引入了缓存一致性问题,这可能会变得非常重要,特别是对于具有数十万个动态线程的GPGPU。在本文中,我们建议在SM的每个通道之间添加非相干的tinycache,以及在SM中当前由所有通道共享的第一级数据缓存。在普通的多处理器中,这需要能够处理数十万个线程的所有SM通道之间的硬件缓存一致性。我们的非相干tinyCache架构利用CUDA/OpenCL编程模型的某些独特功能来避免复杂的相干方案。这个tinyCache能够过滤掉62%的内存请求,否则将需要由DL1G提供服务,以及几乎81%的刮刮板内存请求,使我们能够在片上内存层次结构中实现37%的能量减少。我们对不同的内存模式评估了tinyCache,并表明它在大多数情况下是有益的。
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引用次数: 11
Write intensity prediction for energy-efficient non-volatile caches 高能效非易失性缓存的写入强度预测
Junwhan Ahn, S. Yoo, Kiyoung Choi
This paper presents a novel concept called write intensity prediction for energy-efficient non-volatile caches as well as the architecture that implements the concept. The key idea is to correlate write intensity of cache blocks with addresses of memory access instructions that incur cache misses of those blocks. The predictor keeps track of instructions that tend to load write-intensive blocks and utilizes that information to predict write intensity of blocks. Based on this concept, we propose a block placement strategy driven by write intensity prediction for SRAM/STT-RAM hybrid caches. Experimental results show that the proposed approach reduces write energy consumption by 55% on average compared to the existing hybrid cache architecture.
本文提出了节能非易失性缓存的写强度预测的新概念,以及实现该概念的体系结构。关键思想是将缓存块的写强度与导致这些块缓存丢失的内存访问指令的地址相关联。预测器跟踪那些倾向于加载写密集型块的指令,并利用这些信息来预测块的写强度。基于这一概念,我们提出了一种基于写入强度预测的SRAM/STT-RAM混合缓存块放置策略。实验结果表明,与现有的混合缓存结构相比,该方法平均减少了55%的写能耗。
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引用次数: 33
Single-cycle, pulse-shaped critical path monitor in the POWER7+ microprocessor POWER7+微处理器中的单周期脉冲形关键路径监视器
A. Drake, M. Floyd, Richard L. Willaman, Derek J. Hathaway, J. Hernández, Crystal Soja, Marshall D. Tiner, G. Carpenter, R. Senger
A 32nm SOI critical path monitor (CPM) that can provide timing measurements to a Digital PLL for dynamic frequency adjustments in the 8-core POWER7+™ microprocessor is described. The CPM calibrates to within 2% of cycle time from nominal to turbo voltages. Its voltage sensitivity is 10mV/bit. It tracks processor temperature sensitivity to within 1.5% of nominal frequency, and has a sample jitter less than 1.5% of nominal frequency. The ability to detect noise dynamically allows the system to operate the processor closer to its optimal frequency for any given voltage, resulting in lower voltage for power savings or higher frequency for performance improvements.
描述了一种32nm SOI关键路径监视器(CPM),它可以为8核POWER7+™微处理器中的数字锁相环提供定时测量,用于动态频率调整。CPM校准到2%的周期时间内,从标称到涡轮电压。其电压灵敏度为10mV/bit。它跟踪处理器温度灵敏度在标称频率的1.5%以内,采样抖动小于标称频率的1.5%。动态检测噪声的能力允许系统在任何给定电压下运行处理器,使其更接近其最佳频率,从而降低电压以节省电力或提高频率以提高性能。
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引用次数: 21
Rethinking DC-DC converter design constraints for adaptable systems that target the minimum-energy point 以最小能量点为目标的自适应系统DC-DC变换器设计约束的再思考
M. Turnquist, Jani Mäkipää, M. Hiienkari, Hanh-Phuc Le, L. Koskinen
This paper explores a new DC-DC converter design constraint for adaptable systems that target the minimum-energy point (MEP). Traditionally, DC-DC converters have regulated to a fixed output voltage over a wide range of input voltages. For energy-constrained systems that target the MEP, regulating them to a fixed voltage is unnecessary since changes in the output voltage near the MEP have little impact on the energy per cycle. This paper applies a new and traditional design constraint to a 3:1 series-parallel switched-capacitor (SC) DC-DC converter in 28 nm CMOS. The new design constraint allows for decreased design time, less area, and less system-level energy per cycle compared to traditional constraints.
本文探讨了一种新的以最小能量点为目标的自适应系统DC-DC变换器设计约束。传统上,DC-DC变换器在很宽的输入电压范围内调节到固定的输出电压。对于以MEP为目标的能量受限系统,将其调节到固定电压是不必要的,因为MEP附近输出电压的变化对每个周期的能量影响很小。本文将一种新的和传统的设计约束应用于28纳米CMOS中3:1串并联开关电容(SC) DC-DC变换器。与传统的设计约束相比,新的设计约束允许减少设计时间、面积和每个周期的系统级能量。
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引用次数: 6
Robustness-driven energy-efficient ultra-low voltage standard cell design with intra-cell mixed-Vt methodology 基于胞内混合vt方法的鲁棒驱动节能超低电压标准胞设计
Wenfeng Zhao, Yajun Ha, Chin Hau Hoo, A. Alvarez
High functional yield is one of the key challenges for subthreshold standard cell designs. Device upsizing is a commonly used but suboptimal method due to its overheads in energy and area. In this paper, we propose a robustness-driven intra-cell mixed-Vt design methodology (MVT-ULV) for the robust ultra-low voltage operation. It uses low threshold voltage transistors in the weak pulling network of logic gates to enhance the robustness. It guarantees the high functional yield with the minimum energy/area overheads. We demonstrate on a commercial 65nm CMOS process that, our proposed design methodology shows up to 60mV and 110mV robustness improvement at 300mV power supply voltage over the commercial library cells and the cells built with previous Leakage-Minimization mixed-Vt methods (MVT-LM) under the same cell area constraints, respectively. In addition, the proposed MVT-ULV library enables ITC'99 benchmark circuits to show on average 30.1% and 78.1% energy-efficiency improvement when compared to the libraries built with the device-upsizing methods and the previous MVT-LM methods under the same yield constraints, respectively.
高功能产率是亚阈值标准电池设计的关键挑战之一。设备放大是一种常用但不理想的方法,因为它在能源和面积上的开销。在本文中,我们提出了一种鲁棒驱动的单元内混合电压设计方法(MVT-ULV),用于鲁棒超低电压操作。在逻辑门的弱拉网络中采用低阈值电压晶体管,增强了鲁棒性。它以最小的能量/面积开销保证了高的功能产率。我们在商用65nm CMOS工艺上证明,我们提出的设计方法在300mV电源电压下比商用库电池和在相同电池面积约束下使用以前的泄漏最小化混合vt方法(MVT-LM)构建的电池分别显示了高达60mV和110mV的鲁棒性提高。此外,在相同的产率约束下,与采用器件放大方法和以前的MVT-LM方法构建的库相比,所提出的MVT-ULV库使ITC'99基准电路的平均能效分别提高了30.1%和78.1%。
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引用次数: 2
A hybrid display frame buffer architecture for energy efficient display subsystems 一种用于节能显示子系统的混合显示帧缓冲结构
Kyungtae Han, Alexander W. Min, Nithyananda S. Jeganathan, Paul Diefenbaugh
Our principal motivation is to reduce the energy consumption of display subsystems in mobile devices by introducing a hybrid frame buffer architecture into the platform. We observed that display contents on a screen are quite static for certain mobile workloads, such as web browsing. As a result, data reading from the display frame is much more frequent than the writing of new data onto the frame buffer, a state we refer to as read dominance. Based on this observation, we propose a hybrid frame buffer architecture that exploits the display contents' read-dominant property to improve the energy efficiency of display subsystems. Specifically, we employ two memory types: DRAM and Phase-Change Memory (PCM), in the display frame buffer to exploit their different read/write energy characteristics. We also present an analysis of the energy efficiency of the hybrid frame buffer based on our display content and energy consumption models. Our evaluation results show that the proposed hybrid frame buffer reduces frame buffer energy consumption by up to 43%, compared to the conventional DRAM-only frame buffer.
我们的主要动机是通过在平台中引入混合帧缓冲架构来减少移动设备中显示子系统的能耗。我们观察到,对于某些移动工作负载,例如网页浏览,屏幕上的显示内容是相当静态的。因此,从显示帧读取数据的频率要比向帧缓冲区写入新数据的频率高得多,我们将这种状态称为读主导。基于这一观察,我们提出了一种混合帧缓冲架构,利用显示内容的读主导特性来提高显示子系统的能源效率。具体来说,我们在显示帧缓冲区中采用了两种存储器类型:DRAM和相变存储器(PCM),以利用它们不同的读/写能量特性。我们也提出了基于我们的显示内容和能源消耗模型的混合帧缓冲器的能源效率分析。我们的评估结果表明,与传统的只有dram的帧缓冲器相比,所提出的混合帧缓冲器可将帧缓冲器的能耗降低高达43%。
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引用次数: 11
期刊
Proceedings of the 2007 international symposium on Low power electronics and design (ISLPED '07)
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