2DZNS: Enhancing utilization in cloud storage virtualization using two-dimensional parallelism of Zoned Namespace SSD2DZNS: Zoned Namespace SSD의 이차원 병렬성을 활용한 클라우드 스토리지 가상화에서의 활용도 향상

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The Zoned Namespace (ZNS) SSDs present a transformative approach to cloud storage with their unique architecture that ensures natural isolation and cost-efficiency due to reduced DRAM requirements. Despite their potential, the application of ZNS SSDs in cloud storage virtualization remains underexplored. This study introduces 2DZNS, a system specifically designed to address the prevalent issue of under-utilization due to the short-term bursty nature of cloud workloads. 2DZNS leverages the inherent die-level isolation of ZNS SSDs to ensure minimum performance for VMs while utilizing zone-level parallelism to effectively manage short-term bursty workloads. Additionally, 2DZNS incorporates a fairness-oriented I/O scheduler to maintain equitable resource distribution among VMs. We demonstrate that 2DZNS significantly enhances utilization and maintains fairness, outperforming other parallelism strategies of ZNS SSD in cloud storage environments.
Advisors
권영진researcher
Description
한국과학기술원 :전산학부,
Publisher
한국과학기술원
Issue Date
2024
Identifier
325007
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 전산학부, 2024.2,[iv, 26 p. :]

Keywords

스토리지 시스템▼a클라우드 가상화▼aZNS SSD▼a사용률▼a공정성; Storage systems▼aCloud virtualization▼aZNS SSD▼aUtilization▼aFairness

URI
http://hdl.handle.net/10203/321667
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=1097247&flag=dissertation
Appears in Collection
CS-Theses_Master(석사논문)
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