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Hydra: Resilient and Highly Available Remote Memory

Authors :
Lee, Youngmoon
Maruf, Hasan Al
Chowdhury, Mosharaf
Cidon, Asaf
Shin, Kang G.
Source :
20th USENIX Conference on File and Storage Technologies (FAST), 2022, 181-198
Publication Year :
2019

Abstract

We present Hydra, a low-latency, low-overhead, and highly available resilience mechanism for remote memory. Hydra can access erasure-coded remote memory within a single-digit microsecond read/write latency, significantly improving the performance-efficiency trade-off over the state-of-the-art -- it performs similar to in-memory replication with 1.6X lower memory overhead. We also propose CodingSets, a novel coding group placement algorithm for erasure-coded data, that provides load balancing while reducing the probability of data loss under correlated failures by an order of magnitude. With Hydra, even when only 50% of memory is local, unmodified memory-intensive applications achieve performance close to that of the fully in-memory case in the presence of remote failures and outperform the state-of-the-art solutions by up to 4.35X.

Details

Database :
arXiv
Journal :
20th USENIX Conference on File and Storage Technologies (FAST), 2022, 181-198
Publication Type :
Report
Accession number :
edsarx.1910.09727
Document Type :
Working Paper