CNS Core: Small: GoT -- Groups of Things Abstractions for Distributed IoT
CNS Core: Small: GoT -- Groups of Things Abstractions for Distributed IoT
批准号:
1908888
负责人:
Indranil Gupta
金额:
$50.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-10-01 至 2023-09-30
中文摘要
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英文摘要
The Internet of things (IoT) market for smart homes, buildings, and cities, is expected to reach over a half trillion dollars in size by 2021. Today's IoT technology landscape is the culmination of many decades of research, but large-scale IoT deployments are still hard to setup, configure, and manage, and this process is often laborious and time-consuming. This project will develop a new distributed computing substrate called "Groups of Things (GoT)". GoT consists of several software building blocks on top of which IoT applications can be built easily and flexibly for environments like smart homes, buildings, campuses, and cities, bringing us closer to the vision of making these deployments truly robust, scalable, self-sufficient, and self-managing. GoT adapts, for IoT settings, three important distributed computing primitives that have been successful in datacenters and cloud computing, namely--membership, coordination, and storage. The applications built by this project atop GoT provide an opportunity to explore the approach of designing systems with a human-first philosophy, for the IoT setting. The project's activities include designing algorithms, analyzing them formally, implementing them in real devices including Raspberry Pis, and deploying them in real buildings on the University of Illinois campus. The project will produce open software and engage with industry in the IoT and wireless sector to maximize industry impact of ideas from the project. Educational contributions include developing modules for online MOOCs and working with students from under-represented groups in K-12, undergraduate school, and graduate school. Technically, this project will build a new abstraction for IoT Networks, called the "Groups of Things (GoT)" substrate. The work includes designing and analyzing new distributed algorithms, techniques, and systems and implementations, for three specific foundational building blocks: 1) distributed failure detection and membership in IoT networks; 2) distributed coordination in IoT networks; and 3) distributed IoT small object storage (iSoS). The solutions to these three components are tightly integrated, leveraging each other (latter ones build atop former ones). Because of the fluid and failure-prone nature of IoT environments, the project's philosophy is to design using probabilistic techniques--such techniques have been shown to work well in internet-based distributed systems (such as clouds and datacenters). These techniques are analyzable and have provable behavior in a variety of scenarios. The researchers will also implement applications atop the GoT substrate, including the first distributed command and control interface that realizes ACID abstractions (Atomicity, Consistency, Isolation, Durability) inspired by transactional databases. The project's implementations will be in state-of-the-art IoT platforms such as Raspberry Pis. Experiments will be performed via both real traces using a simulation and using real deployments inside buildings at the University of Illinois campus.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(7)
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Home, SafeHome: Ensuring a Safe and Reliable Home Using the Edge
Home,SafeHome:使用边缘确保安全可靠的家庭
DOI:
--
发表时间:
2019
期刊:
Proceedings Usenix Workshop on Hot Topics in Edge Computing (HotEdge
影响因子:
--
作者:
[Shegufta Bakht Ahsan, Rui Yang]
通讯作者:
Shegufta Bakht Ahsan, Rui Yang
DOI:
10.1145/3570361.3592521
发表时间:
2023-10
期刊:
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking
影响因子:
--
作者:
[Bill Tao;Maleeha Masood;Indranil Gupta;Deepak Vasisht]
通讯作者:
Bill Tao;Maleeha Masood;Indranil Gupta;Deepak Vasisht
A User-Centric Evaluation of Smart Home Resolution Approaches for Conflicts Between Routines
以用户为中心的智能家居解决例程冲突方法的评估
DOI:
10.1145/3581997
发表时间:
2022
期刊:
Wearable and Ubiquitous Technologies
影响因子:
--
作者:
[Zaidi, Ali, Yang, Rui, Koshy, Vinay, Cobb, Camille, Gupta, Indranil, Karahalios, Karrie]
通讯作者:
Karahalios, Karrie
Churn-tolerant Leader Election Protocols
容忍流失的领导者选举协议
DOI:
--
发表时间:
2023
期刊:
Proceedings 43rd IEEE International Conference on Distributed Computing Systems
影响因子:
--
作者:
[Jiangran Wang, Indranil Gupta]
通讯作者:
Jiangran Wang, Indranil Gupta
Medley: A Novel Distributed Failure Detector for IoT Networks
Medley:一种新型的物联网分布式故障检测器
DOI:
10.1145/3361525.3361556
发表时间:
2019
期刊:
Middleware '19: Proceedings of the 20th International Middleware Conference
影响因子:
--
作者:
[Yang, Rui, Zhu, Shichu, Li, Yifei, Gupta, Indranil]
通讯作者:
Gupta, Indranil
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