Collaborative Research: SHF: Medium: A New Direction of Research and Development to Fulfill the Promise of Computational Storage
合作研究:SHF:Medium:实现计算存储承诺的研发新方向
基本信息
- 批准号:2210754
- 负责人:
- 金额:$ 40万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Continuing Grant
- 财政年份:2022
- 资助国家:美国
- 起止时间:2022-07-01 至 2025-06-30
- 项目状态:未结题
- 来源:
- 关键词:
项目摘要
As the speed gap between processor and storage keeps widening, moving computation closer to data is a promising direction for high-speed data processing. However, multiple challenging issues, such as the limited resources on device hardware, stringent cost and power constraints, difficulties in software development, and the lack of systematic solutions, are unfortunately hindering a widespread adoption of computational storage in reality. This project addresses these critical issues by using a cohesive approach to turn computational storage into a cooperative component in the whole system. This project also aims to make a broader impact by training students at different levels with research activities, enriching curriculum and classroom teaching with new research results, and contributing to educational and outreach activities.This project makes an effort to address the challenging research issues, aiming to provide a new direction to fulfill the promise of computational storage. By using a holistic and system-oriented methodology, the project investigates critical research issues across multiple layers in the system hierarchy and develops effective solutions. Specifically, the project studies multiple important aspects in order to systematically integrate computational storage into existing computing ecosystems, such as designing a service-oriented abstraction for applications, optimizing system-level resource utilization, leveraging proximity and mitigating memory resource contention in device hardware, adapting core data structures and algorithms of applications to fully exploit heterogeneous computing resources, etc. A set of representative application cases is also studied for effectively leveraging computational storage. The success of this project will make broad and significant contributions to enable computational storage to address critical challenges in increasingly more data-centric applications.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.
随着处理器和存储之间的速度差距不断扩大,使计算更接近数据是高速数据处理的一个有前途的方向。然而,设备硬件资源有限、严格的成本和功率限制、软件开发困难以及缺乏系统解决方案等多重挑战性问题正在阻碍计算存储在现实中的广泛采用。该项目通过使用内聚方法将计算存储转换为整个系统中的协作组件来解决这些关键问题。该项目还旨在通过研究活动对不同层次的学生进行培训,用新的研究成果丰富课程和课堂教学,并为教育和推广活动做出贡献,从而产生更广泛的影响。该项目努力解决具有挑战性的研究问题,旨在为实现计算存储的承诺提供新的方向。通过使用全面和面向系统的方法,该项目调查了系统层次结构中多个层面的关键研究问题,并制定了有效的解决方案。具体地说,为了系统地将计算存储整合到现有的计算生态系统中,该项目研究了多个重要方面,如设计面向服务的应用抽象,优化系统级资源利用,利用邻近性和缓解设备硬件中的内存资源争用,调整应用的核心数据结构和算法以充分利用异构计算资源等,并研究了一组具有代表性的应用案例,以有效利用计算存储。该项目的成功将为使计算存储能够应对日益以数据为中心的应用程序中的关键挑战做出广泛而重大的贡献。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(0)
专著数量(0)
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会议论文数量(0)
专利数量(0)
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Tong Zhang其他文献
Comparison of cis and trans tat gene expression in HIV LTR-based amplifier vectors.
基于 HIV LTR 的放大器载体中顺式和反式 tat 基因表达的比较。
- DOI:
- 发表时间:
2002 - 期刊:
- 影响因子:2.7
- 作者:
Tong Zhang;T. Tsang;D. Harris - 通讯作者:
D. Harris
Role of the Cyclic AMP Response Element Binding Complex and Activation of Mitogen-Activated Protein Kinases in Synergistic Activation of the Glycoprotein Hormone α Subunit Gene by Epidermal Growth Factor and Forskolin
表皮生长因子和毛喉素协同激活糖蛋白激素 α 亚基基因中环 AMP 响应元件结合复合物和丝裂原激活蛋白激酶激活的作用
- DOI:
- 发表时间:
2000 - 期刊:
- 影响因子:5.3
- 作者:
M. Roberson;Makiko Ban;Tong Zhang;J. M. Mulvaney - 通讯作者:
J. M. Mulvaney
Video face tracking: a work in progress
视频人脸跟踪:正在进行中的工作
- DOI:
- 发表时间:
2014 - 期刊:
- 影响因子:0
- 作者:
Tong Zhang;H. Gomes - 通讯作者:
H. Gomes
Optimizing Response Time of Memcached Systems via Model and Quantitative Analysis
通过模型和定量分析优化 Memcached 系统的响应时间
- DOI:
- 发表时间:
2021 - 期刊:
- 影响因子:0
- 作者:
Wenxue Chen;Wanchun Jiang;Tong Zhang;Fengyuan Ren - 通讯作者:
Fengyuan Ren
Agronomic Traits of Transgenic Soybean Overexpressing TaDREB3
过表达TaDREB3的转基因大豆农艺性状
- DOI:
- 发表时间:
2011 - 期刊:
- 影响因子:0
- 作者:
Binbin Zhang;Tong Zhang;Xiaoxia Wu - 通讯作者:
Xiaoxia Wu
Tong Zhang的其他文献
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{{ truncateString('Tong Zhang', 18)}}的其他基金
Collaborative Research: SHF: Medium: Hardware and Software Support for Memory-Centric Computing Systems
协作研究:SHF:中:以内存为中心的计算系统的硬件和软件支持
- 批准号:
2312508 - 财政年份:2023
- 资助金额:
$ 40万 - 项目类别:
Continuing Grant
CNS Core:Small: Re-thinking the Design of Data Management Software Upon the Arrival of SSDs with Built-in Transparent Compression
CNS Core:小:内置透明压缩的 SSD 到来后重新思考数据管理软件的设计
- 批准号:
2006617 - 财政年份:2020
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
CSR: Small: Software-defied HDDs: A System-centric Design Framework to Minimize Data Storage Cost for Data Centers
CSR:小型:软件定义的 HDD:以系统为中心的设计框架,可最大限度地降低数据中心的数据存储成本
- 批准号:
1814890 - 财政年份:2018
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
XPS: FULL: Collaborative Research: Maximizing the Performance Potential and Reliability of Flash-based Solid State Devices for Future Storage Systems
XPS:完整:协作研究:最大限度地提高未来存储系统基于闪存的固态设备的性能潜力和可靠性
- 批准号:
1629218 - 财政年份:2016
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
XPS: EXPL: Exploring the Design Space of Augmented Memory Controllers with Native Support for In-Memory Data Storage
XPS:EXPL:探索具有内存数据存储本机支持的增强型内存控制器的设计空间
- 批准号:
1629201 - 财政年份:2016
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Collaborative Research: Redesigning Video Streaming Infrastructure to Systematically Reduce Mobile Device Video Display Energy Consumption in the Video-rich Era
合作研究:重新设计视频流基础设施,系统地降低视频丰富时代的移动设备视频显示能耗
- 批准号:
1406154 - 财政年份:2014
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Collaborative Research: Eliminating the Energy Efficiency Barrier of Reconfigurable Architectures for Diverse Signal Processing in Mobile Devices
合作研究:消除移动设备中多样化信号处理的可重构架构的能效障碍
- 批准号:
1201877 - 财政年份:2012
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
CSR: Medium: Collaborative Research: On Closed-Loop and Cross-Layer Design and Implementation of Data Storage Systems Utilizing Extremely Scaled NAND Flash Memory Technologies
CSR:中:协作研究:利用超大规模 NAND 闪存技术的数据存储系统的闭环和跨层设计与实现
- 批准号:
1162152 - 财政年份:2012
- 资助金额:
$ 40万 - 项目类别:
Continuing Grant
Collaborative Research: Cross-Layer and Unified Signal Processing System Design for Ultra-High-Capacity Next-Generation Magnetic Storage
合作研究:超高容量下一代磁存储的跨层和统一信号处理系统设计
- 批准号:
1128148 - 财政年份:2011
- 资助金额:
$ 40万 - 项目类别:
Continuing Grant
High Dimensional Statistical Theory for Sparse Regularization
稀疏正则化的高维统计理论
- 批准号:
1007527 - 财政年份:2010
- 资助金额:
$ 40万 - 项目类别:
Continuing Grant
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