TY - GEN
T1 - A Unified Framework for Error Correction in On-chip Memories
AU - Sala, Frederic
AU - Duwe, Henry
AU - Dolecek, Lara
AU - Kumar, Rakesh
PY - 2016/9/22
Y1 - 2016/9/22
N2 - Many techniques have been proposed to improve the reliability of on-chip memories (e.g., caches). These techniques can be broadly characterized as being based on either errorcorrecting codes, side-information from built-in self test (BIST) routines, or hybrid combinations of the two. Although each proposal has been shown to be favorable under a certain set of assumptions and parameters, it is difficult to determine the suitability of such techniques in the overall design space. In this paper, we seek to resolve this problem by introducing a unified general framework representing such schemes. The framework, composed of storage, decoders, costs, and error rates, allows a full exploration of the design space of reliability techniques. We show how existing schemes can be represented in this framework and we use the framework to examine performance in the practical case of high overall and moderate BIST-undetectable fault rates. We show that erasure-based sideinformation schemes are less sensitive to BIST-undetectable errors compared to other techniques.
AB - Many techniques have been proposed to improve the reliability of on-chip memories (e.g., caches). These techniques can be broadly characterized as being based on either errorcorrecting codes, side-information from built-in self test (BIST) routines, or hybrid combinations of the two. Although each proposal has been shown to be favorable under a certain set of assumptions and parameters, it is difficult to determine the suitability of such techniques in the overall design space. In this paper, we seek to resolve this problem by introducing a unified general framework representing such schemes. The framework, composed of storage, decoders, costs, and error rates, allows a full exploration of the design space of reliability techniques. We show how existing schemes can be represented in this framework and we use the framework to examine performance in the practical case of high overall and moderate BIST-undetectable fault rates. We show that erasure-based sideinformation schemes are less sensitive to BIST-undetectable errors compared to other techniques.
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U2 - 10.1109/DSN-W.2016.65
DO - 10.1109/DSN-W.2016.65
M3 - Conference contribution
AN - SCOPUS:84994560486
T3 - Proceedings - 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN-W 2016
SP - 268
EP - 274
BT - Proceedings - 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN-W 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 46th IEEE/IFIP International Conference on Dependable Systems and Networks, DSN-W 2016
Y2 - 28 June 2016 through 1 July 2016
ER -