POFGSP:基于优先级的无序调度和细粒度状态轮询,用于SSD性能改进

IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Wentian Wu;Qianhui Li;Tong Qu;Qi Wang;Zongliang Huo;Tianchun Ye
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引用次数: 0

摘要

随着闪存技术的发展,nand flash memory (NFM)阵列和I/O接口之间的吞吐量差距越来越大,这已经成为基于NFM的固态硬盘(ssd)的性能瓶颈。现代ssd已经采用了多级别并行技术,以满足I/ o密集型工作负载中不断增长的带宽需求。然而,传统的并行方法只监视路径的状态,导致“空闲泡”-空闲时间的die不能执行后续操作,直到所有die在路径完成命令执行。该问题限制了ssd的资源利用率和性能。为了最小化空闲气泡,我们提出了基于优先级的乱序调度和细粒度状态轮询(POFGSP)。基于优先级的乱序调度放宽了对命令执行顺序的限制,将具有相同执行时间的命令安排为并行执行。因此,调度器减少了这些由命令执行时间差异引起的空闲气泡。此外,细粒度状态轮询方法在接口空闲时间轮询模级状态,以准确的状态减少空闲气泡。与最先进的调度器相比,我们的POFGSP方法可以在实际云块存储工作负载下减少35.6%的请求响应时间,并将SSD系统的最大带宽提高8.7%-74.9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
POFGSP: Priority-Based Out-of-Order Scheduling and Fine-Grain Status Polling for SSD Performance Improvement
With the development of flash technology, the increasing throughput gap between nand flash memory (NFM) arrays and the I/O interface has become a performance bottleneck for NFM-based solid-state drives (SSDs). Multilevel parallelism techniques have been employed on modern SSDs to meet the challenge of increasing demands for bandwidth in I/O-intensive workloads. However, conventional parallel methods only monitor the status of ways, resulting in the “idle bubble”—idle time of the dies cannot execute subsequent operations until all the dies in the way complete command execution. This issue limits the resource utilization and performance of SSDs. To minimize the idle bubble, we propose priority-based out-of-order scheduling and fine-grain status polling (POFGSP). The priority-based out-of-order scheduling relaxes constraints on command execution order and schedules commands with the same execution time to be executed in parallel. Therefore, the scheduler reduces these idle bubbles caused by differences in command execution times. Moreover, the fine-grain status polling approach polls the die-level status during the interface’s idle time, reducing idle bubbles with accurate status. Compared to state-of-the-art schedulers, our POFGSP approach can reduce request response time by 35.6% under real-world cloud block storage workloads and improve the SSD system’s maximum bandwidth by 8.7%–74.9%.
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来源期刊
CiteScore
5.60
自引率
13.80%
发文量
500
审稿时长
7 months
期刊介绍: The purpose of this Transactions is to publish papers of interest to individuals in the area of computer-aided design of integrated circuits and systems composed of analog, digital, mixed-signal, optical, or microwave components. The aids include methods, models, algorithms, and man-machine interfaces for system-level, physical and logical design including: planning, synthesis, partitioning, modeling, simulation, layout, verification, testing, hardware-software co-design and documentation of integrated circuit and system designs of all complexities. Design tools and techniques for evaluating and designing integrated circuits and systems for metrics such as performance, power, reliability, testability, and security are a focus.
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