Title :
On-Chip Sensor Network for Efficient Management of Power Gating-Induced Power/Ground Noise in Multiprocessor System on Chip
Author :
Weichen Liu ; Yu Wang ; Xuan Wang ; Jiang Xu ; Huazhong Yang
Author_Institution :
Dept. of Comput. Sci. & Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong, China
Abstract :
Reducing feature sizes and power supply voltage allows integrating more processing units (PUs) on multiprocessor system on chip (MPSoC) to satisfy the increasing demands of applications. However, it also makes MPSoC more susceptible to various reliability threats, such as high temperature and power/ground (P/G) noise. As the scale and complexity of MPSoC continuously increase, monitoring and mitigating reliability threats at runtime could offer better performance, scalability, and flexibility for MPSoC designs. In this paper, we propose a systematic approach, on-chip sensor network (SENoC), to collaboratively predict, detect, report, and alleviate runtime threats in MPSoC. SENoC not only detects reliability threats and shares related information among PUs, but also plans and coordinates the reactions of related PUs in MPSoC. SENoC is used to alleviate the impacts of simultaneous switching noise in MPSoC´s P/G network during power gating. Based on the detailed noise behaviors under different scenarios derived by our circuit-level MPSoC P/G noise simulation and analysis platform, simulation results show that SENoC helps to achieve on average 26.2 percent performance improvement compared with the traditional stop-go method with 1.4 percent area overhead in an 8*8-core MPSoC in 45 nm. An architecture-level cycle-accurate simulator based on SystemC is implemented to study the performance of the proposed SENoC. By applying sophisticated scheduling techniques to optimize the total system performance, a higher performance improvement of 43.5 percent is achieved for a set of real-life applications.
Keywords :
circuit simulation; distributed sensors; integrated circuit design; integrated circuit noise; integrated circuit reliability; multiprocessing systems; network-on-chip; performance evaluation; power aware computing; MPSoC complexity; MPSoC design flexibility; MPSoC design performance; MPSoC design scalability; P/G network; PUs; SENoC; SystemC; architecture-level cycle-accurate simulator; circuit-level MPSoC P/G noise simulation; feature size reduction; information sharing; multiprocessor system on chip; noise behaviors; on-chip sensor network; performance improvement; power gating-induced power-ground noise management; power supply voltage; processing units; reliability threat detection; reliability threat mitigation; reliability threat monitoring; simultaneous switching noise impacts; total system performance optimization; Integrated circuit modeling; Logic gates; Nickel; Noise; Reliability; Switches; System-on-a-chip; Sensor network; dynamic control; low-power; noise; power grid; reliability; system on chip;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
DOI :
10.1109/TPDS.2012.193