EAGER: SaTC: CORE: Small: Blockchain Architectures for Resource-Constrained Devices

EAGER:SaTC:核心:小型:资源受限设备的区块链架构

基本信息

  • 批准号:
    1937357
  • 负责人:
  • 金额:
    $ 30万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2019
  • 资助国家:
    美国
  • 起止时间:
    2019-10-01 至 2023-09-30
  • 项目状态:
    已结题

项目摘要

A blockchain is a massively distributed, immutable database containing verifiable records of transactions. While the blockchain technology has emerged as the foundational technology for cryptocurrencies such as Bitcoin and Ethereum, it has far-reaching implications in numerous societal settings (such as in healthcare, supply-chains, and the Internet-of-Things) due to its ability to maintain authoritative records in a fully decentralized, secure, and trustless manner. However, despite being such a promising technology, one of the main roadblocks in the proliferation of blockchain applications is that current blockchain designs are resource-intensive, in terms of storage, computation, and communication. The goal of this project is to develop a novel framework and a toolkit of protocols for enabling resource-constrained computers to play a vital role in ensuring the security properties of the decentralized system. The resource-constrained blockchain architectures developed over the course of this research will enable innovative blockchain solutions for Internet-of-Things, healthcare, supply-chains, and beyond, which will be of direct benefit to society. The techniques developed in this research will have a significant impact on how low-power mobile devices can participate in today's cryptocurrency networks, which will facilitate the mass adoption of the technology. The proposed work will be seamlessly integrated into education through course development and mentoring and will be disseminated to industry and at academic blockchain events.This proposal takes a principled and foundational approach to cutting down the resources consumed by large-scale blockchain systems. This proposal will develop novel blockchain architectures by taking a novel resource-centric approach and will combine cutting-edge techniques from cryptocurrencies with innovative ideas from coding and information theory and peer-to-peer networking to address several fundamental challenges in reducing the resource consumption in large-scale blockchain systems without compromising system security. In particular, the focus of the research is on (i) developing coding-theoretic architectures that limit the growth of storage space per node as a function of the size of the blockchain without affecting the security of bootstrapping new nodes; (ii) designing methodologies to empower computationally-constrained devices to 'collaboratively validate' blocks in a secure manner with a sub-linear number of computations in the size of a block; and (iii) developing a framework to analyze blockchain networks as content distribution networks, and thereby, allow network-constrained devices to optimize their network resources. The proposed architectures will be evaluated by integrating them with real-world blockchain systems.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.
区块链是一个大规模分布式的、不可变的数据库,包含可验证的交易记录。虽然区块链技术已经成为比特币和以太坊等加密货币的基础技术,但它在许多社会环境中(如医疗保健,供应链和物联网)具有深远的影响,因为它能够以完全分散,安全和不信任的方式维护权威记录。然而,尽管是一种如此有前途的技术,但区块链应用程序扩散的主要障碍之一是,当前的区块链设计在存储,计算和通信方面都是资源密集型的。该项目的目标是开发一个新的框架和一个协议工具包,使资源受限的计算机在确保分散系统的安全性方面发挥重要作用。在本研究过程中开发的资源受限的区块链架构将为物联网、医疗保健、供应链等领域提供创新的区块链解决方案,这将直接造福社会。这项研究中开发的技术将对低功耗移动的设备如何参与当今的加密货币网络产生重大影响,这将促进该技术的大规模采用。这项提议将通过课程开发和指导无缝集成到教育中,并将传播到行业和学术区块链活动中。这项提议采取了一种原则性和基础性的方法来减少大规模区块链系统消耗的资源。该提案将通过采用以资源为中心的新方法开发新型区块链架构,并将联合收割机的加密货币尖端技术与编码和信息理论以及点对点网络的创新理念相结合,以解决在不影响系统安全的情况下减少大规模区块链系统中资源消耗的几个基本挑战。特别是,研究的重点是(i)开发编码理论架构,限制每个节点存储空间的增长作为区块链大小的函数,而不影响引导新节点的安全性;(ii)设计方法,使计算受限的设备能够以安全的方式“协作验证”块,其中块大小的计算次数为次线性;以及(iii)开发一个框架来分析作为内容分发网络的区块链网络,从而允许网络受限设备优化其网络资源。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值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(3)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Online Pricing for Multi-User Multi-Item Markets
多用户多商品市场在线定价
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
联邦学习异构隐私约束下数据的公允价值
CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains
CoVer:区块链的仅轻节点协作验证和数据可用性
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Kannan Ramchandran其他文献

Kannan Ramchandran的其他文献

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{{ truncateString('Kannan Ramchandran', 18)}}的其他基金

EAGER: SaTC: Quantifying the Fair Value of Data and Privacy in Distributed Learning
EAGER:SaTC:量化分布式学习中数据和隐私的公允价值
  • 批准号:
    2232146
  • 财政年份:
    2022
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
Collaborative Research: MLWiNS: A Coding-Centric Approach to Robust, Secure, and Private Distributed Learning over Wireless
协作研究:MLWiNS:一种以编码为中心的方法,通过无线实现稳健、安全和私密的分布式学习
  • 批准号:
    2002821
  • 财政年份:
    2020
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
CIF: Small: Foundations of Serverless Computing: Optimizing Latency and Utility
CIF:小型:无服务器计算的基础:优化延迟和实用性
  • 批准号:
    2007669
  • 财政年份:
    2020
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
CIF:Medium:Collaborative Research: Foundations of Coding for Modern Distributed Computing
CIF:中:协作研究:现代分布式计算编码基础
  • 批准号:
    1703678
  • 财政年份:
    2017
  • 资助金额:
    $ 30万
  • 项目类别:
    Continuing Grant
CIF:Small:Next-Generation Compressive Phase-Retrieval Using Sparse-Graph Codes: Theory, Design and Applications
CIF:Small:使用稀疏图代码的下一代压缩相位检索:理论、设计和应用
  • 批准号:
    1527767
  • 财政年份:
    2015
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
EAGER: Ultra-FFAST Alias Codes for Sparse Spectrum Estimation: Next Generation Compressed Sensing
EAGER:用于稀疏频谱估计的 Ultra-FFAST 别名代码:下一代压缩感知
  • 批准号:
    1439725
  • 财政年份:
    2014
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
CIF: Medium: Collaborative Research: Content Delivery over Heterogeneous Networks: Fundamental Limits and Distributed Algorithms
CIF:媒介:协作研究:异构网络上的内容交付:基本限制和分布式算法
  • 批准号:
    1409135
  • 财政年份:
    2014
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
Workshop Proposal: Communication Theory and Signal Processing in the Cloud Era
研讨会提案:云时代的通信理论和信号处理
  • 批准号:
    1228976
  • 财政年份:
    2012
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
Small: CIF: Foundations of Next-Generation Reliable, Energy-Efficient and Secure Distributed Storage Systems
小:CIF:下一代可靠、节能和安全的分布式存储系统的基础
  • 批准号:
    1116404
  • 财政年份:
    2011
  • 资助金额:
    $ 30万
  • 项目类别:
    Standard Grant
CIF: Medium: Collaborative Research: Interactive Security
CIF:媒介:协作研究:交互式安全
  • 批准号:
    0964018
  • 财政年份:
    2010
  • 资助金额:
    $ 30万
  • 项目类别:
    Continuing Grant

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