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:2210753
- 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(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Maze: A Cost-Efficient Video Deduplication System at Web-scale
- DOI:10.1145/3503161.3548145
- 发表时间:2022-10
- 期刊:
- 影响因子:0
- 作者:An Qin;Mengbai Xiao;Ben Huang;Xiaodong Zhang
- 通讯作者:An Qin;Mengbai Xiao;Ben Huang;Xiaodong Zhang
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Xiaodong Zhang其他文献
Artificial Nano-Bio-Complexes: Effects of Nanomaterials on Biomolecular Reactions and Applications in Biosensing and Detection
人工纳米生物复合物:纳米材料对生物分子反应的影响及其在生物传感和检测中的应用
- DOI:
- 发表时间:
- 期刊:
- 影响因子:0
- 作者:
Wenchao Yang;Lijuan Mi;Xiaodong Zhang;Qing Huang;Jun Hu;Lihua Wang;Chunhai Fan - 通讯作者:
Chunhai Fan
Makoto Kimura, Crystal structure of an archaeal Ski2p-like protein from Pyrococcus horikoshii OT3
Makoto Kimura,来自堀越火球菌 OT3 的古菌 Ski2p 样蛋白的晶体结构
- DOI:
- 发表时间:
2008 - 期刊:
- 影响因子:0
- 作者:
Xiaodong Zhang;Takashi Nakashima;Yoshimitsu Kakuta;Min Yao;Isao Tanaka - 通讯作者:
Isao Tanaka
RR-Compound: RDMA-Fused gRPC for Low Latency, High Throughput, and Easy Interface
RR-Compound:RDMA 融合 gRPC,实现低延迟、高吞吐量和简单接口
- DOI:
- 发表时间:
2024 - 期刊:
- 影响因子:5.3
- 作者:
Liang Geng;Hao Wang;Jingsong Meng;Dayi Fan;Sami Ben;Hari Kadayam Pichumani;Vinay Phegade;Xiaodong Zhang - 通讯作者:
Xiaodong Zhang
A Data Sharing Scheme Based on Blockchain System and Attribute-Based Encryption
基于区块链系统和属性加密的数据共享方案
- DOI:
10.1145/3460537.3460559 - 发表时间:
2021 - 期刊:
- 影响因子:0
- 作者:
Xiaodong Zhang;Taowei Chen;Yan Feng;Yiming Yu - 通讯作者:
Yiming Yu
Defects controlled by acid-modulators and water molecules enabled UiO-67 for exceptional toluene uptakes: An experimental and theoretical study
由酸调节剂和水分子控制的缺陷使 UiO-67 具有出色的甲苯吸收能力:实验和理论研究
- DOI:
10.1016/j.cej.2021.131573 - 发表时间:
2022 - 期刊:
- 影响因子:15.1
- 作者:
Xiaodong Zhang;Xiaoyu Shi;Qiangyu Zhao;Yintao Li;Jinfeng Wang;Yang Yang;Fukun Bi;Jingcheng Xu;Ning Liu - 通讯作者:
Ning Liu
Xiaodong Zhang的其他文献
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{{ truncateString('Xiaodong Zhang', 18)}}的其他基金
Understanding the molecular basis of checkpoint response during DNA double-strand break repair
了解 DNA 双链断裂修复过程中检查点反应的分子基础
- 批准号:
MR/Y001192/1 - 财政年份:2024
- 资助金额:
$ 40万 - 项目类别:
Research Grant
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:
2312507 - 财政年份:2023
- 资助金额:
$ 40万 - 项目类别:
Continuing Grant
Elements: Sustained Innovation and Service by a GPU-accelerated Computation Tool for Applications of Topological Data Analysis
要素:GPU加速计算工具在拓扑数据分析应用中的持续创新和服务
- 批准号:
2310510 - 财政年份:2023
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Travel: Travel Support for The 42nd IEEE International Conference on Distributed Computing Systems (ICDCS 2022)
差旅:第 42 届 IEEE 国际分布式计算系统会议 (ICDCS 2022) 差旅支持
- 批准号:
2139584 - 财政年份:2021
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
SHF: Small: Automatic, adaptive and massive parallel data processing on GPU/RDMA clusters in both synchronous and asynchronous modes
SHF:小型:在同步和异步模式下在 GPU/RDMA 集群上自动、自适应和大规模并行数据处理
- 批准号:
2005884 - 财政年份:2020
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Travel Support for the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 19)
第 39 届 IEEE 国际分布式计算系统会议 (ICDCS 19) 的差旅支持
- 批准号:
1931341 - 财政年份:2019
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Collaborative Research: Inferring Marine Particle Properties from Polarized Volume Scattering Functions
合作研究:从偏振体散射函数推断海洋颗粒特性
- 批准号:
1917337 - 财政年份:2018
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
Organisation and regulation of bacterial enhancer-binding proteins
细菌增强子结合蛋白的组织和调节
- 批准号:
BB/R018499/1 - 财政年份:2018
- 资助金额:
$ 40万 - 项目类别:
Research Grant
Travel Support for the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 18)
第 38 届 IEEE 国际分布式计算系统会议 (ICDCS 18) 的差旅支持
- 批准号:
1836366 - 财政年份:2018
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
REU Site: Undergraduate Research in Intelligent Autonomous Vehicles
REU 网站:智能自动驾驶汽车本科生研究
- 批准号:
1659813 - 财政年份:2017
- 资助金额:
$ 40万 - 项目类别:
Standard Grant
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