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SHF: Medium: Conquering MPSoC Complexity with Principles of a Self-Aware Information Processing Factory

SHF: Medium: Conquering MPSoC Complexity with Principles of a Self-Aware Information Processing Factory
SHF:中:利用自我意识信息处理工厂的原理征服 MPSoC 复杂性
批准号:
1704859
负责人:
Nikil Dutt
金额:
$90.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-10-01 至 2023-09-30

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中文摘要
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英文摘要
Self-aware systems are reactive and proactive, and capable of thinking outside the box, thereby coping with unforeseen situations in a dependable manner, unlike existing systems that are designed subject to deterministic procedural specifications. Self-awareness is a critical feature for future cyber-physical systems which must cope with scenarios that were not conceived when they were developed. This project will explore directions for overhead-efficient self-aware HW/SW systems while guaranteeing critical properties such as real-time behaviors, resilience, security, and energy efficiency. The project's study of self-awareness principles to enable autonomy in the face of dynamic and unforeseen changes will significantly impact a wide range of cyber physical application domains that critically depend on high-performance, low power and dependable computing. These systems play a pivotal role for conquering key societal challenges in healthcare, safety, transportation and industrial automation. The parallel collaborative nature of this project with German partners at TU Braunschweig and TU Munich will train a diverse group of students and researchers and enrich their learning experiences by exposing them to the challenges of delivering autonomous IT services in different societal and international contexts. The project will also motivate undergraduate and underrepresented students to pursue research and graduate studies. Students will benefit tremendously from exposure to and involvement in the design of new design and development paradigms for introducing cognition into a multi-tiered CPS and IoT infrastructure.The project introduces the notion of a self-aware Information Processing Factory (IPF) as a step towards autonomous Multi-Processor System-on-Chip (MPSoC) platforms in Cyber-Physical Systems (CPS) and the Internet of Things (IoT). The objective is to synergistically merge the situational flexibility of self-aware/self-organizing emergence with the predictability of hierarchical top-down control in a holistic multi-layer approach, resembling an Information Processing Factory. Sensory information at multiple scales -- on-chip, run-time systems, applications -- will be monitored, fused, and interpreted intelligently to assess health status, mitigate adverse effects, and optimize system goals of the MPSoC using a novel hierarchy of self-aware control loops that can both manage complexity, as well as achieve guarantees. Additionally, a unique scalable distributed run-time verification architecture will enable hardware-supported cross-layer monitoring of parametric specifications. The resulting approach synergistically covers the multi-tiered abstraction hierarchy from low-level VLSI circuits to runtime OS and dynamic application software. The project complements efforts at TU Braunschweig and TU Munich in Germany, and leverages research efforts on self-awareness and self-organization at the hardware and software layers of cyber physical multicore platforms.
期刊论文(29)
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会议论文
Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach
通过分层管理器/强化学习方法对 MPSoC 操作进行紧急控制
DOI: 10.23919/date48585.2020.9116574
发表时间: 2020
期刊: Automation & Test in Europe Conference & Exhibition (DATE
影响因子: --
作者: [Maurer, Florian, Donyanavard, Bryan, Rahmani, Amir M., Dutt, Nikil, Herkersdorf, Andreas]
通讯作者: Herkersdorf, Andreas
CHIPS-AHOy: a predictable holistic cyber-physical hypervisor for MPSoCs
CHIPS-AHOy:适用于 MPSoC 的可预测整体网络物理管理程序
DOI: 10.1145/3229631.3229642
发表时间: 2018
期刊: 2018
影响因子: --
作者: [Mück, Tiago, Fröhlich, Antonio A., Gracioli, Giovani, Rahmani, Amir M., Reis, João Gabriel, Dutt, Nikil]
通讯作者: Dutt, Nikil
Predicting Failures in Embedded Systems Using Long Short-Term Inference
使用长短期推理预测嵌入式系统中的故障
DOI: 10.1109/les.2020.3007361
发表时间: 2021
期刊: IEEE Embedded Systems Letters
影响因子: 1.6
作者: [Zhang, Tianyi, Seo, Minjun, Donyanavard, Bryan, Dutt, Nikil, Kurdahi, Fadi]
通讯作者: Kurdahi, Fadi
DOI: 10.1109/jproc.2020.2977054
发表时间: 2020-03
期刊: Proceedings of the IEEE
影响因子: 20.6
作者: [H. Hoffmann;A. Jantsch;N. Dutt]
通讯作者: H. Hoffmann;A. Jantsch;N. Dutt
25
    SCC: UNITE: Smart, Connected, and Coordinated Maternal Care for Underserved Communities
    • 批准号:
      1831918
    • 项目类别:
      Standard Grant
    • 资助金额:
      $209.94万
    • 财政年份:
      2018
    • 负责人:
      Nikil Dutt
    • 依托单位:
    WiFiUS: IoCT-CARE: Internet of Cognitive Things for Personalized Healthcare
    • 批准号:
      1702950
    • 项目类别:
      Standard Grant
    • 资助金额:
      $30.0万
    • 财政年份:
      2017
    • 负责人:
      Nikil Dutt
    • 依托单位:
    International Workshop on Cyber-Physical Systems (WCPS'09): Closing the Loop -- To be held in conjunction with ESWEEK 2009. To Be Held in Grenoble, France, October, 11-16, 2009
    • 批准号:
      0946918
    • 项目类别:
      Standard Grant
    • 资助金额:
      $3.0万
    • 财政年份:
      2009
    • 负责人:
      Nikil Dutt
    • 依托单位:
    Collaborative Research: Consortium for Embedded Systems
    • 批准号:
      0700488
    • 项目类别:
      Standard Grant
    • 资助金额:
      $1.0万
    • 财政年份:
      2007
    • 负责人:
      Nikil Dutt
    • 依托单位:
    海外基金