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CAREER: Flashing Up Data Centers: An Orchestrated Design for Flash-based Distributed Storage Systems

CAREER: Flashing Up Data Centers: An Orchestrated Design for Flash-based Distributed Storage Systems
职业:闪存数据中心:基于闪存的分布式存储系统的精心设计
批准号:
1453705
负责人:
Feng Chen
金额:
$54.0万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-02-01 至 2021-06-30

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中文摘要
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英文摘要
A large-scale deployment of flash devices into data centers can greatly improve the overall system performance and reduce the rapidly growing management cost (e.g., power, cooling, staffing, floor space). Despite the technical merits promised, such a grand technical transition fundamentally changes the long-held system design assumption for a disk-based storage and will inevitably bring major critical challenges in a real-world practice. For example, underutilization of flash space would cause huge economic loss; premature device wear-out may result in catastrophic data corruption; unbalanced system could bring severe resource contention; unoptimized applications may not receive anticipated benefits; and many others. This project aims to address these challenges. Research will be conducted to develop a cohesive design approach to providing an orchestrated whole-system optimization. By revisiting the entire storage hierarchy, from hardware, operating system, cluster middleware, to applications, the team will redesign the device architecture to enable an organic integration of flash devices as integral elements in a huge flash storage system, create a flash-based distributed storage service with optimized resource utilization and guaranteed data reliability. Furthermore, a set of key data center applications will be enhanced to fully exploit the great potential of the flash technology. As part of this CAREER project, the team will also seek influence to the industry, contribution to curriculum, and outreach to local area under represented students.
期刊论文(4)
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会议论文
SlimCache: An Efficient Data Compression Scheme for Flash-based Key-value Caching
SlimCache:一种基于闪存的键值缓存的高效数据压缩方案
DOI: 10.1145/3383124
发表时间: 2020
期刊: ACM Transactions on Storage
影响因子: 1.7
作者: [Jia, Yichen, Shao, Zili, Chen, Feng]
通讯作者: Chen, Feng
DOI: 10.1109/icdcs47774.2020.00113
发表时间: 2020-11
期刊: 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)
影响因子: --
作者: [Yichen Jia;Feng Chen]
通讯作者: Yichen Jia;Feng Chen
From Flash to 3D XPoint: Performance Bottlenecks and Potentials in RocksDB with Storage Evolution
从闪存到 3D XPoint:RocksDB 存储演进的性能瓶颈和潜力
DOI: 10.1109/ispass48437.2020.00034
发表时间: 2020
期刊: Proceedings of 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS
影响因子: --
作者: [Jia, Yichen, Chen, Feng]
通讯作者: Chen, Feng
ATD: Sparse and Localized Graph Convolutional Networks for Anomaly Detection and Active Learning
  • 批准号:
    2220574
  • 项目类别:
    Standard Grant
  • 资助金额:
    $10.0万
  • 财政年份:
    2023
  • 负责人:
    Feng Chen
  • 依托单位:
Collaborative Research: SHF: Medium: Hardware and Software Support for Memory-Centric Computing Systems
  • 批准号:
    2312509
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $33.3万
  • 财政年份:
    2023
  • 负责人:
    Feng Chen
  • 依托单位:
FAI: A novel paradigm for fairness-aware deep learning models on data streams
  • 批准号:
    2147375
  • 项目类别:
    Standard Grant
  • 资助金额:
    $39.3万
  • 财政年份:
    2022
  • 负责人:
    Feng Chen
  • 依托单位:
Collaborative Research: SHF: Medium: A New Direction of Research and Development to Fulfill the Promise of Computational Storage
  • 批准号:
    2210755
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $40.0万
  • 财政年份:
    2022
  • 负责人:
    Feng Chen
  • 依托单位:
海外基金