Protecting Metadata Servers From Harm Through Application-level I/O Control

被引:1
作者
Macedo, Ricardo [4 ,5 ]
Miranda, Mariana [1 ,2 ]
Tanimura, Yusuke [3 ]
Haga, Jason [3 ]
Ruhela, Amit [4 ,5 ]
Harrell, Stephen Lien [4 ,5 ]
Evans, Richard Todd [6 ]
Paulo, Joao [1 ,2 ]
机构
[1] INESC TEC, Porto, Portugal
[2] Univ Minho, Braga, Portugal
[3] AIST, Tsukuba, Ibaraki, Japan
[4] TACC, Austin, TX USA
[5] UTAustin, Austin, TX 78712 USA
[6] Intel, Santa Clara, CA USA
来源
2022 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER 2022) | 2022年
关键词
Storage; metadata; QoS; PFS; data plane; QOS;
D O I
10.1109/CLUSTER51413.2022.00075
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Modern large-scale I/O applications that run on HPC infrastructures are increasingly becoming metadata-intensive. Unfortunately, having multiple concurrent applications submitting massive amounts of metadata operations can easily saturate the shared parallel file system's metadata resources, leading to unresponsiveness of the storage backend and overall performance degradation. To address these challenges, we present PADLL, a storage middleware that enables system administrators to proactively control and ensure QoS over metadata workflows in HPC storage systems. We demonstrate its performance and feasibility by controlling the rate of both synthetic and realistic I/O workloads. Results show that PADLL can dynamically control metadata-aggressive workloads, prevent I/O burstiness, and ensure I/O fairness and prioritization.
引用
收藏
页码:573 / 580
页数:8
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