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Collaborative Research: CNS Core: Medium: IoCT: System Mechanisms for Enabling an Internet of Collaborative Things

Collaborative Research: CNS Core: Medium: IoCT: System Mechanisms for Enabling an Internet of Collaborative Things
协作研究:CNS 核心:媒介:IoCT:实现协作物联网的系统机制
批准号:
2211301
负责人:
Nader Sehatbakhsh
金额:
$79.91万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-10-01 至 2025-09-30

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中文摘要
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英文摘要
The rapid growth of Internet-of-Things (IoT) devices points to a future with trillions of devices deployed at a planetary scale for use in diverse application domains, ranging from healthcare, to transportation, to energy, to manufacturing, to environmental sensing, and more. Such growth poses significant challenges. First, due to the relatively slower growth of cloud infrastructure, the current practice of offloading data from IoT devices for computing at cloud servers will not be sustainable due to scaling challenges. Second, future IoT devices will operate in environments where they will host multiple applications simultaneously and move across physical spaces with different owners, thus requiring flexible sharing across trust domains of sensing, processing, communication, and action resources present in the devices and the physical spaces. Addressing these emerging challenges requires a radical rethinking of the current device-edge-cloud architecture of IoT systems. In this project, the researchers are exploring a new architecture approach called the “Internet of Collaborating Things” (IoCT). In IoCT, instead of offloading device data to edge and cloud servers, the application computation is distributed across an amorphous collection of interconnected IoT devices that produce and consume data, while harnessing emerging on-device compute accelerators. The project will address three key challenges associated with the IoCT vision: (i) secure multitenancy on resource-constrained IoT devices; (ii) secure collaboration among IoT devices; and (iii) resilient management of resources distributed across IoT devices and the spaces they are operating in. The societal benefits of the project are twofold. First, it will provide the foundations for a massive-scale IoT infrastructure, without the large cost and energy footprint associated with using traditional server infrastructure. Second, it will allow IoT applications involving rich high-dimensional sensors and sophisticated physical control to be run anywhere by securely harnessing resources present in nearby devices and physical spaces. This includes autonomous urban robots interacting in complex manners with social spaces and built environments. Additionally, the project team will undertake specific broader impact activities to advance education, transition technology, and broaden participation. In particular, for creating and nurturing an IoCT community of researchers and practitioners, the project team will release open-source software, create experimental testbeds, organize workshops, and contribute to broadening participation in computing through outreach to local high schools using two pre-college programs: the Los Angeles Computing Circle at UCLA and the Summer Turing Institute at UMass Amherst.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.
期刊论文(5)
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科研奖励(0)
会议论文
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras
Eagle:基于端到端深度强化学习的 PTZ 摄像机自主控制
DOI: 10.1145/3576842.3582366
发表时间: 2023
期刊: IoTDI '23: Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation
影响因子: --
作者: [Sandha, Sandeep Singh, Balaji, Bharathan, Garcia, Luis, Srivastava, Mani]
通讯作者: Srivastava, Mani
DOI: 10.14722/ndss.2024.23059
发表时间: 2024
期刊: Proceedings 2024 Network and Distributed System Security Symposium
影响因子: --
作者: [Fatemeh Arkannezhad;Justin Feng;Nader Sehatbakhsh]
通讯作者: Fatemeh Arkannezhad;Justin Feng;Nader Sehatbakhsh
DOI: 10.1145/3576842.3582363
发表时间: 2023-05
期刊: Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation
影响因子: --
作者: [Jason Wu;Ziqi Wang;Ankur Sarker;M. Srivastava]
通讯作者: Jason Wu;Ziqi Wang;Ankur Sarker;M. Srivastava
DOI: 10.1109/metacom57706.2023.00042
发表时间: 2023-06
期刊: 2023 IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom)
影响因子: --
作者: [Tarek F. Abdelzaher;Matthew Caesar;Charith Mendis;Klara Nahrstedt;Mani Srivastava;Minlan Yu]
通讯作者: Tarek F. Abdelzaher;Matthew Caesar;Charith Mendis;Klara Nahrstedt;Mani Srivastava;Minlan Yu
CSR: Small: Leveraging Physical Side-Channels for Good
  • 批准号:
    2312089
  • 项目类别:
    Standard Grant
  • 资助金额:
    $59.99万
  • 财政年份:
    2024
  • 负责人:
    Nader Sehatbakhsh
  • 依托单位:
CAREER: Integrating Microarchitecture Simulation and Side-Channel Leakage Modeling for Safer Software
  • 批准号:
    2338623
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $63.75万
  • 财政年份:
    2024
  • 负责人:
    Nader Sehatbakhsh
  • 依托单位:
Collaborative Research: SaTC: CORE: Medium: Security and Robustness for Intermittent Computing Using Cross-Layer Post-CMOS Approaches
  • 批准号:
    2303115
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $40.0万
  • 财政年份:
    2023
  • 负责人:
    Nader Sehatbakhsh
  • 依托单位:
国内基金
海外基金
Research on Quantum Field Theory without a Lagrangian Description
  • 批准号:
    24ZR1403900
  • 项目类别:
    省市级项目
  • 资助金额:
    --
  • 批准年份:
    2024
  • 负责人:
    SATOSHI NAWATA
  • 依托单位:
Cell Research
Cell Research
Cell Research (细胞研究)