Publications

1998
Christina Leung, David Brooks, Margaret Martonosi, and Douglas Clark. 1998. “Power-Aware Architecture Studies: Omgoing Work at Princeton.” Power-Driven Microarchitecture Workshop.Abstract
Power dissipation limits have emerged as a major constraint in the design of microprocessors. At the low end of the performance spectrum, namely in the world of handheld and portable devices or systems, power has always dominated over performance (execution time) as the primary design issue. Battery life and system cost constraints drive the design team to consider power over performance in such a scenario. Increasingly, however, power is also a key design issue in the workstation and server markets (see Gowan et al.)1 In this high-end arena the increasing microarchitectural complexities, clock frequencies, and die sizes push the chiplevel—and hence the system-level—power consumption to such levels that traditionally air-cooled multiprocessor server boxes may soon need budgets for liquid-cooling or refrigeration hardware. This need is likely to cause a break point—with a step upward—in the ever-decreasing price-performance ratio curve. As such, a design team that considers power consumption and dissipation limits early in the design cycle and can thereby adopt an inherently lower power microarchitectural line will have a definite edge over competing teams. Thus far, most of the work done in the area of high-level power estimation has been focused at the register-transfer-level (RTL) description in the processor design flow. Only recently have we seen a surge of interest in estimating power at the microarchitecture definition stage, and specific work on power-efficient microarchitecture design has been reported.2-8 Here, we describe the approach of using energy-enabled performance simulators in early design. We examine some of the emerging paradigms in processor design and comment on their inherent power-performance characteristics.
Power-Aware Architecture Studies: Omgoing Work at Princeton
1997
David Harris, Ron Ho, Gu Wei, and Horowitz Mark. 1997. “The fanout-of-4 inverter delay metric.” Unveröffentlichtes Manuskript: http://odin. ac. hmc. edu/harris/research/FO4. pdf.Abstract
Digital circuit delays vary with feature size, process corner, operating voltage, and junction temperature. Delays are steadily decreasing with advances in process technology, so comparing results reported in nanoseconds between process generations is difficult. This paper proposes using the delay of a fanout-of-4 inverter (FO4) to normalize process and operating condition variations and quantifies how well this normalization works. A novel application of this correlation is a power-reduction technique. Power supply and operating frequency can be regulated on the fly to minimize power while a chip is performing non-critical operations while allowing full-speed operation when necessary. Proposed implementations [1,2,3] rely on a good correlation between ring-oscillator frequency and critical path latency. The tracking of chip delays with FO4 delay determines the necessary extra margin for functionality over process and environmental variation.
The fanout-of-4 inverter delay metric
1996
Gu Wei and Horowitz Mark. 8/12/1996. “A low power switching power supply for self-clocked systems.” In Proceedings of 1996 International Symposium on Low Power Electronics and Design, Pp. 313–317. Monterey, CA, USA: IEEE. Publisher's VersionAbstract
This paper presents a digital power supply controller for variable frequency and voltage circuits. By using a ring oscillator as a method of predicting circuit performance, the regulated voltage is set to the minimum required to operate at a reference frequency which maximizes energy efficiency. Our initial test silicon, implemented with a fixed frequency controller is analyzed and reveals that the controller's power consumption is a major limitation for such a design. To make the controller power dissipation scale with the CV/sup 2/f power of the load, we introduce a new architecture with variable frequency control, which allows the controller's supply and frequency to scale along with the load device.
A low power switching power supply for self-clocked systems

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