2 papers
cs.AR2026
Cerberus: Cross-Layer ECC Co-Design for Robust and Efficient Memory Protection
Junhwan Kim, Seunghyun Kim, Yesin Ryu +2
As DRAM scales to higher density and I/O speeds, ensuring data correctness becomes increasingly difficult. Industry has responded with a three-layer stack: on-die ECC (O-ECC), link…
cs.AR2026
RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs
Hanum Ko, Sangheum Yeon, Jong Hwan Ko +1
As DRAM scales in density and adopts 3D integration, raw fault rates increase and multi-bit errors are no longer rare. Such errors can severely impact Deep Neural Networks (DNNs):…