I-Corps: Software Platform for Constructing Mission-critical Autonomous Distributed Systems

I-Corps:用于构建关键任务自治分布式系统的软件平台

基本信息

  • 批准号:
    2028103
  • 负责人:
  • 金额:
    $ 5万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2020
  • 资助国家:
    美国
  • 起止时间:
    2020-06-01 至 2023-05-31
  • 项目状态:
    已结题

项目摘要

The broader impact/commercial potential of this I-Corps project is the development of a wide range of autonomous distributed systems, including cloud services, internet of things (IoT) and edge-computing capable factory systems, and autonomous distributed robotics. Heavy use of cloud services, proliferation of IoT (more than 30B devices and $1.5 trillion in spending by the end of 2020) and a developing need for complex autonomous devices (e.g., drone swarms) increases the demand for concurrent and distributed software solutions and their capabilities. While standard practices of software development meet demands in a portion of these areas, due to novel requirements of complex software there is a constant rise of the burden for software developers and domain experts. There is a need to shorten the time to deploy new systems but also enable more complex systems, fortified by guarantees in crucial aspects such as security, privacy, and performance.This I-Corps project is based on the development of a general platform for constructing mission-critical autonomous distributed systems. The hypothesis is that these types of systems effectively require new models and tools for software development and ultimately user interfaces. The approach focuses on fundamental difficulties of distributed software construction and hides them from the concerns of the domain-expert (potentially non-programmer) end-user. It enables not just rapid prototyping and easier development but also construction of systems that perform a more complex sets of tasks, while producing optimal correct-by-construction systems. The goal is to empower domain-specific non-programmer experts, allowing them to focus on conceptual domain-specific tasks, while eliminating the burden of low-level distribution implementation details. The system is designed to provide a missing piece for enabling complex tasks on interconnected devices, especially the those operating under restricted environments, like autonomous drone swarms, opening new possibilities with such autonomy, such as advanced drone swarm missions.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.
这个I-Corps项目的更广泛的影响/商业潜力是开发广泛的自主分布式系统,包括云服务,物联网(IoT)和边缘计算能力的工厂系统,以及自主分布式机器人。云服务的大量使用,物联网的激增(到2020年底,超过300亿台设备和1.5万亿美元的支出)以及对复杂自主设备(例如,无人机群)增加了对并发和分布式软件解决方案及其能力的需求。虽然软件开发的标准实践满足了这些领域的一部分需求,但由于复杂软件的新需求,软件开发人员和领域专家的负担不断增加。在缩短新系统的部署时间的同时,还需要在安全性、隐私性、性能等关键方面得到保障,从而实现更复杂的系统。I-Corps项目是以开发用于构建任务关键型自主分布式系统的通用平台为基础的。假设这些类型的系统有效地需要新的模型和工具来进行软件开发,最终需要用户界面。该方法侧重于分布式软件构建的基本困难,并隐藏他们的关注领域专家(潜在的非程序员)的最终用户。它不仅可以实现快速原型设计和更轻松的开发,还可以构建执行更复杂任务的系统,同时生成最佳的构造校正系统。目标是授权特定领域的非程序员专家,使他们能够专注于概念上的特定领域任务,同时消除底层分发实现细节的负担。该系统旨在为在互联设备上实现复杂任务提供一个缺失的部分,特别是那些在受限环境下运行的设备,如自主无人机群,通过这种自主性开辟新的可能性,如先进的无人机群任务。该奖项反映了NSF的法定使命,并通过使用基金会的智力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

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Roman Lubynsky其他文献

Roman Lubynsky的其他文献

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{{ truncateString('Roman Lubynsky', 18)}}的其他基金

I-Corps: Translation Potential of a Machine Learning Risk Stratification Tool for Venous Thromboembolism
I-Corps:机器学习风险分层工具对静脉血栓栓塞的转化潜力
  • 批准号:
    2420417
  • 财政年份:
    2024
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Artificial Intelligence Models to Improve Heart Failure Management
I-Corps:改善心力衰竭管理的人工智能模型
  • 批准号:
    2234141
  • 财政年份:
    2022
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Non-invasive ultrasound technology for tactile stimulation to create a sense of touch
I-Corps:用于触觉刺激的非侵入性超声波技术,以产生触觉
  • 批准号:
    2103773
  • 财政年份:
    2021
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Digital Phenotyping to Predict and Prevent Burnout in the Workplace
I-Corps:通过数字表型预测和防止工作场所倦怠
  • 批准号:
    2131399
  • 财政年份:
    2021
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Membrane Materials for Efficient Gas and Vapor Separations
I-Corps:用于高效气体和蒸汽分离的膜材料
  • 批准号:
    2123323
  • 财政年份:
    2021
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Application of deep generative models for simulating biological systems
I-Corps:深度生成模型在模拟生物系统中的应用
  • 批准号:
    2137197
  • 财政年份:
    2021
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Digital twin technology via synthetic data generation to predict outcomes of clinical trials
I-Corps:通过合成数据生成的数字孪生技术来预测临床试验的结果
  • 批准号:
    2133778
  • 财政年份:
    2021
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Quantitative Tissue Oxygen Sensors
I-Corps:定量组织氧传感器
  • 批准号:
    2035836
  • 财政年份:
    2020
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps: Autonomous Robotic Instructor for Workforce Training
I-Corps:用于劳动力培训的自主机器人教练
  • 批准号:
    2029983
  • 财政年份:
    2020
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
I-Corps Teams: Machine Learning (ML)-powered Data Analyzer for Radio Frequency Integrated Circuits (RFIC) Design
I-Corps Teams:用于射频集成电路 (RFIC) 设计的机器学习 (ML) 驱动的数据分析器
  • 批准号:
    2016398
  • 财政年份:
    2020
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant

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