Analyzing a Two-Tier Disaggregated Memory Protection Scheme Based on Memory Replication

TL;DR

This paper introduces RAMP, a model for optimizing memory error protection strategies in disaggregated memory systems using two-tier replication, significantly reducing storage overhead while maintaining robustness.

Contribution

The paper presents RAMP, a novel model that improves storage efficiency of memory protection schemes by considering the interaction between error-correcting codes and replication.

Findings

Reduces memory protection storage cost from 27% to 17.7%.

Enhances storage efficiency of state-of-the-art protection mechanisms.

Achieves minimal performance overhead with optimized protection strategies.

Abstract

As memory technologies continue to shrink and memory error rates increase, the demand for stronger reliability becomes increasingly critical. Fine-grain memory replication has emerged as an appealing approach to improving memory fault tolerance by augmenting conventional memory protection based on error-correcting codes with an additional layer of redundancy that replicates data across independent failure domains, such as replicating memory pages across different NUMA sockets. This method can tolerate a broad spectrum of memory errors, from individual memory cell failures to more complex memory controller failures. However, applying memory replication without a holistic consideration of the interaction between error-correcting codes and replication can result in redundant duplication and unnecessary storage overhead. We propose Replication-Aware Memory-error Protection (RAMP), a model that helps explore error protection strategies to improve the storage efficiency of memory protection in memory systems that utilize memory replication for performance and availability. We use RAMP to determine a protection strategy that can lower the storage cost of individual replicas while still ensuring robust protection through the collective protection conferred by multiple replicas. Our evaluation shows that a solution derived with RAMP enhances the storage efficiency of a state-of-the-art memory protection mechanism when paired with rack-level replication for disaggregated memory. Specifically, we can reduce the storage cost of memory protection from 27% down to 17.7% with minimal performance overhead.