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AsyncFS: Metadata Updates Made Asynchronous for Distributed Filesystems with In-Network Coordination
- Publication Year :
- 2024
-
Abstract
- Distributed filesystems typically employ synchronous metadata updates, facing inherent challenges for access efficiency, load balancing, and directory contention, especially under dynamic and skewed workloads. This paper argues that synchronous updates are overly conservative for distributed filesystems. We propose AsyncFS with asynchronous metadata updates, allowing operations to return early and defer directory updates until respective read to enable latency hiding and conflict resolution. The key challenge is efficiently maintaining the synchronous semantics of metadata updates. To address this, AsyncFS is co-designed with a programmable switch, leveraging the constrained on-switch resources to holistically track directory states in the network with negligible cost. This allows AsyncFS to timely aggregate and efficiently apply delayed updates using batching and consolidation before directory reads. Evaluation shows that AsyncFS achieves up to 13.34$\times$ and 3.85$\times$ higher throughput, and 61.6% and 57.3% lower latency than two state-of-the-art distributed filesystems, InfiniFS and CFS-KV, respectively, on skewed workloads. For real-world workloads, AsyncFS improves end-to-end throughput by 21.1$\times$, 1.1$\times$ and 30.1% over Ceph, IndexFS and CFS-KV, respectively.
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2410.08618
- Document Type :
- Working Paper