Title :
DimNoC: A dim silicon approach towards power-efficient on-chip network
Author :
Jia Zhan ; Jin Ouyang ; Fen Ge ; Jishen Zhao ; Yuan Xie
Author_Institution :
Univ. of California, Santa Barbara, Santa Barbara, CA, USA
Abstract :
The diminishing momentum of Dennard scaling leads to the ever increasing power density of integrated circuits, and a decreasing portion of transistors on a chip that can be switched on simultaneously-a problem recently discovered and known as dark silicon. There has been innovative work to address the “dark silicon” problem in the fields of power-efficient core and cache system. However, dark silicon challenges with Network-on-Chip (NoC) are largely unexplored. To address this issue, we propose DimNoC, a “dim silicon” approach, which leverages drowsy SRAM and STT-RAM technologies to replace pure SRAM-based NoC buffers. Specifically, we propose two novel hybrid buffer architectures: 1) a Hierarchical Buffer (HB) architecture, which divides the input buffers into a hierarchy of levels with different memory technologies operating at various power states; 2) a Banked Buffer (BB) architecture, which organizes drowsy SRAM and STT-RAM into separate banks in order to hide the long write-latency of STT-RAM. Our experiments show that the proposed DimNoC can achieve 30.9% network energy saving, 20.3% energy-delay product (EDP) reduction, and 7.6% router area decrease compared with the baseline SRAM-based NoC design.
Keywords :
SRAM chips; buffer circuits; energy conservation; network-on-chip; silicon; BB architecture; Dennard scaling; DimNoC; EDP reduction; HB architecture; SRAM-based NoC buffers; STT-RAM technology; Si; banked buffer architecture; cache system; dark silicon; dim silicon approach; energy-delay product reduction; hierarchical buffer architecture; hybrid buffer architectures; integrated circuit power density; network energy saving; network-on-chip; power-efficient core system; power-efficient on-chip network; router area; transistors; write-latency; Computer architecture; Nonvolatile memory; Ports (Computers); Random access memory; Silicon; System-on-chip; Transistors; Dark Silicon; Network-on-Chip; STT-RAM;
Conference_Titel :
Design Automation Conference (DAC), 2015 52nd ACM/EDAC/IEEE
Conference_Location :
San Francisco, CA
DOI :
10.1145/2744769.2744824