The survivability of design-specific spare placement in FPGA architectures with high defect rates

Author:

Agarwal Amit1,Cong Jason2,Tagiku Brian3

Affiliation:

1. Microsoft

2. UCLA

3. Google

Abstract

We address the problem of optimizing fault tolerance in FPGA architectures with high defect rates (such as nano-FPGAs) without significantly degrading performance. Our methods address fault tolerance during the placement and reconfiguration stages of FPGA programming. First, we provide several complexity results for both the fault reconfiguration and fault-tolerance placement problems. Then, we propose a placement algorithm which, in the presence of randomly generated faults, optimizes spare placement to maximize the probability that the FPGA can be reconfigured to meet a specified timing constraint. We also give heuristics for reconfiguration after faults have been detected. Despite the hardness results for both the placement and reconfiguration problems, we show our heuristics perform well in simulation (in one scenario, increasing the probability of successful reconfiguration by as much as 55% compared to a uniform spare placement).

Funder

Division of Computing and Communication Foundations

Publisher

Association for Computing Machinery (ACM)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Computer Science Applications

Reference33 articles.

1. Bareisa E. Jusas V. Motiejunas K. and Seinauskas R. 2004. Testing of FPGA logic cells. Elektronika IR Elektrotechnica. Bareisa E. Jusas V. Motiejunas K. and Seinauskas R. 2004. Testing of FPGA logic cells. Elektronika IR Elektrotechnica.

2. Betz V. Rose J. and Marquardt A. M. 1999. Architecture and CAD for Deep-Submicron FPGAs. Kluwer Academic Publishers. Betz V. Rose J. and Marquardt A. M. 1999. Architecture and CAD for Deep-Submicron FPGAs. Kluwer Academic Publishers.

3. A taxonomy of reconfiguration techniques for fault-tolerant processor arrays

4. Cheatham J. A. Emmert J. M. and Baumgart S. R. 2006. A survey of fault tolerant methodologies for FPGAs. ACM Trans. Des. Autom. Elect. Syst. 10.1145/1142155.1142167 Cheatham J. A. Emmert J. M. and Baumgart S. R. 2006. A survey of fault tolerant methodologies for FPGAs. ACM Trans. Des. Autom. Elect. Syst. 10.1145/1142155.1142167

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1. Zero-maintenance of electronic systems: Perspectives, challenges, and opportunities;Microelectronics Reliability;2018-06

2. A Fault-Aware Toolchain Approach for FPGA Fault Tolerance;ACM Transactions on Design Automation of Electronic Systems;2015-03-02

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