CC* Integration: SENSELET: Sensory Network Infrastructure for Scientific Laboratory Environments

CC* 集成：SENSELET：科学实验室环境的传感网络基础设施

• 批准号: 1827126
• 负责人: Klara Nahrstedt
• 金额: $ 50万
• 依托单位: University of Illinois at Urbana-Champaign
• 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 2021-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1827126&HistoricalAwards=false
• 关键词: CC; Integration; SENSELET; Sensory; Network

Scientific instruments (e.g., scanning electron microscopes) are extensively used todiscover new materials, develop novel semiconductor device fabrication recipes, and perform new biological processes.One way to speed up scientific discoveries is to provide scientists with advanced cyber-infrastructures to capture, transmit,store, share, analyze, and correlate as much environmental metadata (e.g., humidity, temperature)from scientific lab environments as possible. Current network infrastructure does not captureany external wireless sensory data around the instruments.The recent advent of low-cost, cloud-based sensors and the introduction of diverse wireless networktechnologies, low-cost mobile and personal devices, and Internet of Things (IoT) solutions provide anovel and viable path for automating sensory data collection in diverse science laboratory environments.SENSELET, a SEnsory Network infrastructure for SciEntific Lab EnvironmenTs, has the goals of (a)deploying a diverse wireless and scalable sensory infrastructure close to scientific instruments, and (b)correlating and synchronizing sensory data with cloud-based instrument data and metadata in real-timeand on-demand. The SENSELET infrastructure will provide additional measurements that will increaseaccuracy of scientific results, and enable better environmental monitoring and control of labs for labmanagers. The SENSELET infrastructure will include (a) wireless sensors such as humidity, temperature,and vibration sensors; (b) an edge computing device with multiple wireless communication interfacesresiding in the lab; and (c) private cloud computing service to storeand correlate sensory data with instrument data in real-time or on-demand. SENSELET willprovide trusted and real-time instrument data uploading, curation, search, and coordination services.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.

科学仪器（例如扫描电子显微镜）广泛用于发现新材料、开发新颖的半导体器件制造配方以及执行新的生物过程。加速科学发现的一种方法是为科学家提供先进的网络基础设施，以捕获、传输、存储、共享、分析和关联来自科学实验室环境的尽可能多的环境元数据（例如湿度、温度）。 可能的。当前的网络基础设施无法捕获仪器周围的任何外部无线传感数据。最近低成本、基于云的传感器的出现以及各种无线网络技术、低成本移动和个人设备以及物联网 (IoT) 解决方案的引入，为在不同的科学实验室环境中自动化传感数据收集提供了新颖且可行的途径。SENSELET 是一种适用于科学实验室环境的传感网络基础设施，其目标是 (a) 在靠近科学仪器的地方部署多样化的无线和可扩展的传感基础设施，以及 (b) 将传感数据与基于云的仪器数据和元数据实时按需关联和同步。 SENSELET 基础设施将提供额外的测量，从而提高科学结果的准确性，并为实验室管理者提供更好的实验室环境监测和控制。 SENSELET 基础设施将包括 (a) 无线传感器，例如湿度、温度和振动传感器； (b) 位于实验室的具有多个无线通信接口的边缘计算设备； (c) 私有云计算服务，用于实时或按需存储传感数据并将其与仪器数据关联起来。 SENSELET 将提供值得信赖的实时仪器数据上传、管理、搜索和协调服务。该奖项反映了 NSF 的法定使命，并通过使用基金会的智力优点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

MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows

• DOI: 10.1109/icdcs.2019.00021
• 发表时间: 2019-07
• 期刊: 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS)
• 作者: Zhe Yang;Phuong Nguyen;Haiming Jin;K. Nahrstedt

SENSELET++: A Low-cost Internet of Things Sensing Platform for Academic Cleanrooms

SENSELET：用于学术洁净室的低成本物联网传感平台

• DOI: 10.1109/mass52906.2021.00020
• 发表时间: 2021
• 期刊: 2021,
• 作者: Tian, Beitong;Yang, Zhe;Moeini, Hessam;Gupta, Ragini;Su, Patrick;Kaufman, Robert;McCollum, Mark;Dallesasse, John;Nahrstedt, Klara
• 通讯作者: Nahrstedt, Klara

Low-threshold InP quantum dot and InGaP quantum well visible lasers on silicon (001)

• DOI: 10.1364/optica.443979
• 发表时间: 2021-11-20
• 期刊: OPTICA
• 影响因子: 10.4
• 作者: Dhingra, Pankul;Su, Patrick;Lee, Minjoo Larry
• 通讯作者: Lee, Minjoo Larry

MMLOC: multi-mode indoor localization system based on smart access points

MMLOC：基于智能接入点的多模式室内定位系统

• DOI: 10.1145/3360774.3360776
• 发表时间: 2019
• 期刊: Networking and Services
• 作者: Yu, Tuo;Ren, Wenyu;Nahrstedt, Klara
• 通讯作者: Nahrstedt, Klara