Title :
Analyzing the performance and energy impact of 3D memory integration on embedded DSPs
Author :
Chang, Daniel W. ; Kim, Nam S. ; Schulte, Michael J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Wisconsin, Madison, WI, USA
Abstract :
Recently, three-dimensional integration technology has allowed researchers and designers to explore novel architectures for computing systems. Due to the memory-intensive nature of signal processing systems, DSPs can greatly benefit from 3D memory integration technology realized by vertically stacking high-density memory below processing cores. In this paper, we analyze the energy and performance impacts of 3D memory integration in DSP systems by exploring a wide variety of memory configurations the technology enables. Our analysis demonstrates that a 3D memory hierarchy can increase performance by an average of 20.6% while decreasing energy by 6.7% when compared to our baseline 2D memory hierarchy, with a processor similar to a Texas Instrument C67× DSP. This proposed memory architecture also allows us to scale the voltage and frequency to decrease energy consumption by an average of 23% without decreasing performance.
Keywords :
digital signal processing chips; embedded systems; integrated memory circuits; memory architecture; performance evaluation; power aware computing; three-dimensional integrated circuits; 3D memory hierarchy; 3D memory integration technology; digital signal processor; embedded DSP; energy consumption; energy impact; frequency scaling; memory architecture; memory configuration; performance impact; signal processing system; three-dimensional integration technology; vertically high-density memory stacking; voltage scaling; Benchmark testing; Digital signal processing; Energy consumption; Memory management; Random access memory; Stacking; Three dimensional displays;
Conference_Titel :
Embedded Computer Systems (SAMOS), 2011 International Conference on
Conference_Location :
Samos
Print_ISBN :
978-1-4577-0802-2
Electronic_ISBN :
978-1-4577-0801-5
DOI :
10.1109/SAMOS.2011.6045476