Title
An FPGA-based transient error simulator for evaluating resilient system designs (abstract only)
Abstract
Error-resilient designs have become more important with the continued device scaling. One critical challenge of designing error-resilient systems is the lack of tools to quickly and accurately evaluate the effectiveness and performance of such systems. We propose an FPGA-based transient error simulator to accelerate transient error simulations incorporating accurate datapath delay models and realistic error models. Compared to conventional digital error simulators, the FPGA-based transient error simulator operates at a finer time step and captures intricate interactions between errors and datapath under different circuit-level error detection and correction techniques. The error simulator is constructed using configurable datapath delay model and error model, making it general-purpose and widely applicable. We demonstrate the capability of this simulator in the evaluation of two popular error-resilient design techniques, pre-edge and post-edge detection and correction, using a synthesized CORDIC processor and an Alpha processor that operate under soft error, coupling noise and voltage droop models. The proposed error simulator uncovers insights to guide practical designs, including the choice of checking window in pre-edge designs and the optimal operating frequency in post-edge designs. The FPGA-based transient simulation will complement circuit simulation and system emulation for resilient system designs.
Year
DOI
Venue
2013
10.1145/2435264.2435328
FPGA
Keywords
Field
DocType
error model,transient error simulation,proposed error simulator uncovers,fpga-based transient error simulator,conventional digital error simulator,resilient system design,soft error,fpga-based transient simulation,realistic error model,error simulator,different circuit-level error detection,reliability,error detection and correction
Operating frequency,Computer science,Real-time computing,Computer hardware,Scaling,Voltage droop,Datapath,Soft error,Simulation,Parallel computing,Field-programmable gate array,Error detection and correction,Emulation
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Chia-Hsiang Chen1164.68
Shi-ming Song252.26
Zhengya Zhang350248.41