SHF: Small: Exploring and Enhancing Capabilities of Emerging Hybrid/Convertible Solid-State Drives
SHF: Small: Exploring and Enhancing Capabilities of Emerging Hybrid/Convertible Solid-State Drives
批准号:
2208317
负责人:
Bingzhe Li
金额:
$58.39万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-08-01 至 2024-02-29
中文摘要
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英文摘要
The world’s digital data has increased immensely with the tremendous development of technology. By 2025, the total amount of digital data will reach 175 Zettabytes. It becomes a critical and increasing challenge to manage this huge amount of data. The demand for high-performance and large-capacity storage systems is rapidly increased to cover this big data environment; still, it is a critical challenge to satisfy both high performance and large capacity in a single storage device with a low cost. To achieve this goal, an emerging storage device named hybrid/convertible Solid-State Drive (SSD) provides unique properties compared to traditional storage devices and can satisfy the requirement in such an environment. However, the emerging device has not been fully investigated and cannot reach its full potential. This project aims to fully explore the abilities of hybrid/convertible SSDs. The completion of this project will initialize a paradigm shift in today’s storage systems to handle massive amounts of data more efficiently with high capacity and high-speed access. The research will also impact the burgeoning storage market, implement outreach to K-12, undergraduate, and minority students, and incorporate research results into courses, thus enhancing the student experience.This project intends to develop and enhance the capabilities of the emerging hybrid/convertible SSD through the following three thrusts: 1) A novel management scheme for hybrid/convertible SSDs is developed to balance the performance and capacity of the storage system. In particular, this thrust focuses on device management and advanced the zone named space technique. 2) A high-performance Redundant Array of Inexpensive Disks system is built inside hybrid/convertible SSDs to efficiently protect data stored in these drives while retaining the same reliability. 3) An efficient key-value store system in the emerging storage devices is investigated to solve big data issues. In particular, this thrust develops a high-performance log-structured merge tree-based key-value system based on the unique properties of the emerging storage device.This project is jointly funded by the SHF program cluster of the CISE/CCF directorate and the Established Program to Stimulate Competitive Research (EPSCoR).This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(3)
专著(0)
科研奖励(0)
会议论文
Work-in-Progress: ExpCache: Online-Learning based Cache Replacement Policy for Non-Volatile Memory
正在进行中的工作:ExpCache:基于在线学习的非易失性内存缓存替换策略
DOI:
10.1109/cases55004.2022.00010
发表时间:
2022
期刊:
and Synthesis for Embedded Systems
影响因子:
--
作者:
[Yang, Jinfeng, Li, Bingzhe, Yuan, Jianjun, Shen, Zhaoyan, Du, David, Lilja, David]
通讯作者:
Lilja, David
DOI:
10.1109/nas55553.2022.9925545
发表时间:
2022-10
期刊:
2022 IEEE International Conference on Networking, Architecture and Storage (NAS)
影响因子:
--
作者:
[Milan M. Shetti;Bingzhe Li;D. Du]
通讯作者:
Milan M. Shetti;Bingzhe Li;D. Du
HL-DNA: A Hybrid Lossy/Lossless Encoding Scheme to Enhance DNA Storage Density and Robustness for Images
HL-DNA:一种增强图像 DNA 存储密度和鲁棒性的有损/无损混合编码方案
DOI:
10.1109/iccd56317.2022.00071
发表时间:
2022
期刊:
IEEE International Conference on Computer Design
影响因子:
--
作者:
[Li, Yi, Du, David H.C., Ou, Li, Li, Bingzhe]
通讯作者:
Li, Bingzhe
Collaborative Research: CNS Core: Small: Efficient Ways to Enlarge Practical DNA Storage Capacity by Integrating Bio-Computer Technologies
-
批准号:2343863
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2023
-
负责人:Bingzhe Li
-
依托单位:
SHF: Small: Exploring and Enhancing Capabilities of Emerging Hybrid/Convertible Solid-State Drives
-
批准号:2413520
-
项目类别:Standard Grant
-
资助金额:$58.39万
-
财政年份:2023
-
负责人:Bingzhe Li
-
依托单位:
Collaborative Research: CNS Core: Small: Efficient Ways to Enlarge Practical DNA Storage Capacity by Integrating Bio-Computer Technologies
-
批准号:2204657
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2022
-
负责人:Bingzhe Li
-
依托单位:
国内基金
海外基金
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