CSR: Small: System Support to Build Context Aware Applications at the Edge

CSR：小型：在边缘构建上下文感知应用程序的系统支持

• 批准号: 1816379
• 负责人: Shivakant Mishra
• 金额: $ 50万
• 依托单位: University of Colorado at Boulder
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2018
• 资助国家: 美国
• 起止时间: 2018-10-01 至 2025-09-30
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1816379&HistoricalAwards=false
• 关键词: CSR; Small; System; Support; Build

Smart cities and Internet of Things (IoT) represent a domain of exponential growth, profitability, and immense opportunities in the coming decades, and are expected to revolutionize life. A key roadblock in realizing the immense potential of this disruptive technology is that at present there isn't any integrated system level support to build sophisticated smart city applications or services. Current efforts have mostly been in silos and building applications using the IoT or smart city infrastructure remains an arduous task. Edge computing technology, which allows data produced by IoT devices to be processed closer to where it is created is considered crucial for the success of the smart city and IoT visions, but there are some significant challenges that this project seeks to address.The project will identify a set of core system level services needed to build sophisticated context-aware applications at the edge, investigate systems and algorithmic challenges in the design and implementation of these services, and build a holistic middleware framework that exposes these services to the edge application developers in an accessible, well integrated manner. The utility of this framework will be demonstrated by developing three novel smart city and IoT applications that are representatives of the type of applications that will be commonplace in the future. Overall, this project will expedite the construction of sophisticated context-aware edge applications and contribute to the growing body of work on smart city and IoT.The project will integrate research ideas into the educational mission that involves students at high school, undergraduate and graduate levels. The framework will be made available to researchers in academia and industry and contributed to the open source infrastructure for edge computing research and education. As edge computing holds great promise for building transformative context-aware applications for everyday life, the proposed research will contribute to better quality of life and the nation?s economy.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.

智能城市和物联网（IoT）代表了未来几十年的指数增长，盈利能力和巨大机会的领域，并有望彻底改变生活。实现这种破坏性技术的巨大潜力的关键障碍是，目前没有任何集成的系统级别支持来构建复杂的智能城市应用程序或服务。当前的努力主要是在使用物联网或智能城市基础设施的孤岛和建筑应用中仍然是一项艰巨的任务。 Edge computing technology, which allows data produced by IoT devices to be processed closer to where it is created is considered crucial for the success of the smart city and IoT visions, but there are some significant challenges that this project seeks to address.The project will identify a set of core system level services needed to build sophisticated context-aware applications at the edge, investigate systems and algorithmic challenges in the design and implementation of these services, and build a holistic middleware framework that以可访问的，良好的方式将这些服务曝光到Edge应用程序开发人员。该框架的实用性将通过开发三个新颖的智能城市和物联网应用程序来证明，这些智慧城市和物联网应用程序是将来会很常见的应用程序类型的代表。总体而言，该项目将加快建立复杂的环境感知的边缘应用程序，并为智能城市和物联网的不断增长的工作做出贡献。该项目将将研究思想整合到涉及高中，本科和研究生水平的学生的教育任务中。该框架将提供给学术界和行业的研究人员，并为边缘计算研究和教育的开源基础架构做出了贡献。由于Edge Computing在为日常生活中构建变革性的环境感知应用方面具有巨大的希望，因此拟议的研究将有助于改善生活质量和国家的经济。该奖项反映了NSF的法定任务，并被认为是值得通过基金会的知识分子优点和更广泛的审查标准通过评估来进行评估的。

项目成果

An Energy Efficient LoRa-based Multi-Sensor IoT Network for Smart Sensor Agriculture System

• DOI: 10.1109/wisnet56959.2023.10046242
• 发表时间: 2023-01
• 期刊: 2023 IEEE Topical Conference on Wireless Sensors and Sensor Networks
• 作者: Shivakant Mishra;S. Nayak;Ramnarayan Yadav

Identifying Differentiating Factors for Cyberbullying in Vine and Instagram

识别 Vine 和 Instagram 网络欺凌的差异化因素

• DOI: 10.1007/978-3-030-76228-5_25
• 发表时间: 2020
• 期刊: The 7th International Conference on Information Management and Big Data (SIMBig20
• 作者: Rafiq, R.;Hosseinmardi, H.;Han, R.;Lv, Q.;Mishra, S.
• 通讯作者: Mishra, S.

Optimizing and Extending Serverless Platforms: A Survey

优化和扩展无服务器平台：调查

• 发表时间: 2021
• 期刊: International Conference on Software Defined Systems
• 作者: Maziyar Nazari, Sepideh Goodarzy

Utilizing Microservices Architecture for Enhanced Service Sharing in IoT Edge Environments

利用微服务架构增强物联网边缘环境中的服务共享

• DOI: 10.1109/access.2022.3200666
• 发表时间: 2022
• 期刊: IEEE Access
• 影响因子: 3.9
• 作者: Alanezi, Khaled;Mishra, Shivakant
• 通讯作者: Mishra, Shivakant

An edge-based architecture to support the execution of ambience intelligence tasks using the IoP paradigm

• DOI: 10.1016/j.future.2020.08.001
• 发表时间: 2020-10
• 期刊: Future Gener. Comput. Syst.
• 作者: Khaled Alanezi;Shivakant Mishra