DBB-ECC: Random Double Bit and Burst Error Correction Code for HBM3

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초록

As dynamic random access memory (DRAM) technology continues to scale down, DRAM vendors have adopted on-die error correction codes (on-die ECC) to address reliability problems caused by cell failures. For burst error correction, a single symbol correction (SSC) Reed-Solomon (RS) code is utilized in high bandwidth memory (HBM) 3. However, randomly scattered errors frequently occur with aggressive technology scaling, which necessitates more robust error correction codes (ECC) scheme that addresses both burst errors and scattered errors. This brief presents double bit and burst ECC (DBB-ECC), an efficient scheme designed to correct both single symbol errors and random double bit errors with reduced implementation overhead. In the proposed decoding, syndromes based on SSC RS codes are used to address both error types without increasing parity bits. The decoder complexity has been also reduced by exploiting the syndrome patterns of double bit errors. The experimental results show that the proposed solution needs lower implementation overhead than conventional ones while maintaining same level of correction capability. Compared to the conventional SSC code, it also significantly enhances HBM3 reliability without increasing storage overhead.

키워드

Symbols; Error correction codes; Codes; Decoding; Reliability; Hardware; Costs; Integrated circuits; Design automation; Complexity theory; Double error correction (DEC); error correction codes (ECC); high bandwidth memory (HBM); on-die error correction codes (on-die ECC); Reed-Solomon (RS) codes; single symbol correction (SSC); DRAM
제목
DBB-ECC: Random Double Bit and Burst Error Correction Code for HBM3
저자
Shin, Chaehyeon; Park, Jongsun
DOI
10.1109/TCAD.2025.3544964
발행일
2025-08
유형
Article
저널명
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
권
44
호
8
페이지
3236 ~ 3240