GC-Aware Request Steering with Improved Performance and Reliability for SSD-Based RAIDs
Suzhen Wu, Weidong Zhu, Guixin Liu, Hong Jiang, Bo Mao · 2018
SSD-based RAIDs have been widely deployed in high-end enterprise systems to provide high-performance and highly reliable storage for data-intensive computing. However, SSD-based RAIDs suffer from significant performance degradation whenever user I/O requests conflict with the ongoing Garbage Collection (GC) operations which introduces tail latency. Moreover, the performance characteristics of SSDs make the traditional HDD-based RAID reconstruction algorithms are not compatible with or suitable for SSD-based RAIDs. In this paper, we proposed GC-aware Request Steering (short for GC-Steering), a scheme aware of the GC process within an SSD-based RAID, to significantly boost the performance and reliability of SSD-based RAIDs. GC-Steering effectively outsources the popular read requests and all write requests addressed to the SSD currently in the GC state to a staging space such as a dedicated spare SSD or the reserved space of each SSD within the RAID. GC-Steering also accelerates the performance of the failure-recovery process by both request steering and parallel recovery. Our extensive evaluations on a lightweight GC-Steering prototype driven by HPC-like and real-world enterprise workloads show that the GC-Steering scheme significantly reduces the average response time by an average of 63.3% and 65.8%, compared with the state-of-the-art LGC and GGC schemes. Moreover, GC-Steering scheme also significantly reduces the average response times by an average of 55.7% during RAID reconstruction than the normal state.