An End to End Data Collection Architecture for IoT Devices in Smart Cities

Murat Kuzlu; Halil Kalkavan; Oezguer Gueler; Nasibeh Zohrabi; Patrick J. Martin; Sherif Abdelwahed

doi:10.1109/ISGT50606.2022.9903049

An End to End Data Collection Architecture for IoT Devices in Smart Cities

Murat Kuzlu
, Halil Kalkavan
, Oezguer Gueler
, Nasibeh Zohrabi
, Patrick J. Martin
, Sherif Abdelwahed

Penn State Brandywine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Scopus citations

Abstract

A smart city environment utilizes different types of Internet of Things (IoT) devices, i.e., sensors and actuators, to collect and analyze millions of data to manage assets, resources, and services efficiently to improve the quality of life. However, the data collection process is one of the most challenging tasks for smart cities. To meet the requirements of smart city applications, a robust and efficient data collection process is needed to collect data from IoT devices then deliver it to data centers. This paper proposes an end-to-end data collection architecture from IoT devices for different smart city applications, such as smart buildings, transportation, smart grids, healthcare, and others, through advanced communication technologies and protocols and database management approaches. The proposed architecture includes five main components, (1) IoT Networks, (2) Server-side MQTT Interfacing, (3) Server-side Streaming, (4) NoSQL Database, and (5) Web Server. Finally, this paper provides a case study to demonstrate the effectiveness of the proposed architecture and discuss each design component in detail.

Original language	English (US)
Title of host publication	2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665437752
DOIs	https://doi.org/10.1109/ISGT50606.2022.9903049
State	Published - 2022
Event	2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022 - New Orleans, United States Duration: Apr 24 2022 → Apr 28 2022

Publication series

Name	2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022
Volume	2022-January

Conference

Conference	2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022
Country/Territory	United States
City	New Orleans
Period	4/24/22 → 4/28/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy
SDG 11 Sustainable Cities and Communities

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Networks and Communications
Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering
Safety, Risk, Reliability and Quality
Control and Optimization
Marketing

Access to Document

10.1109/ISGT50606.2022.9903049

Cite this

Kuzlu, M., Kalkavan, H., Gueler, O., Zohrabi, N., Martin, P. J., & Abdelwahed, S. (2022). An End to End Data Collection Architecture for IoT Devices in Smart Cities. In 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022 (2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022; Vol. 2022-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISGT50606.2022.9903049

Kuzlu, Murat ; Kalkavan, Halil ; Gueler, Oezguer et al. / An End to End Data Collection Architecture for IoT Devices in Smart Cities. 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022).

@inproceedings{67f4ea4425ab46d587b10bd14a202e2c,

title = "An End to End Data Collection Architecture for IoT Devices in Smart Cities",

abstract = "A smart city environment utilizes different types of Internet of Things (IoT) devices, i.e., sensors and actuators, to collect and analyze millions of data to manage assets, resources, and services efficiently to improve the quality of life. However, the data collection process is one of the most challenging tasks for smart cities. To meet the requirements of smart city applications, a robust and efficient data collection process is needed to collect data from IoT devices then deliver it to data centers. This paper proposes an end-to-end data collection architecture from IoT devices for different smart city applications, such as smart buildings, transportation, smart grids, healthcare, and others, through advanced communication technologies and protocols and database management approaches. The proposed architecture includes five main components, (1) IoT Networks, (2) Server-side MQTT Interfacing, (3) Server-side Streaming, (4) NoSQL Database, and (5) Web Server. Finally, this paper provides a case study to demonstrate the effectiveness of the proposed architecture and discuss each design component in detail.",

author = "Murat Kuzlu and Halil Kalkavan and Oezguer Gueler and Nasibeh Zohrabi and Martin, \{Patrick J.\} and Sherif Abdelwahed",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022 ; Conference date: 24-04-2022 Through 28-04-2022",

year = "2022",

doi = "10.1109/ISGT50606.2022.9903049",

language = "English (US)",

series = "2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022",

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Kuzlu, M, Kalkavan, H, Gueler, O, Zohrabi, N, Martin, PJ & Abdelwahed, S 2022, An End to End Data Collection Architecture for IoT Devices in Smart Cities. in 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022. 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022, vol. 2022-January, Institute of Electrical and Electronics Engineers Inc., 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022, New Orleans, United States, 4/24/22. https://doi.org/10.1109/ISGT50606.2022.9903049

An End to End Data Collection Architecture for IoT Devices in Smart Cities. / Kuzlu, Murat; Kalkavan, Halil; Gueler, Oezguer et al.
2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022; Vol. 2022-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Kalkavan, Halil

AU - Gueler, Oezguer

AU - Zohrabi, Nasibeh

AU - Martin, Patrick J.

AU - Abdelwahed, Sherif

PY - 2022

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AB - A smart city environment utilizes different types of Internet of Things (IoT) devices, i.e., sensors and actuators, to collect and analyze millions of data to manage assets, resources, and services efficiently to improve the quality of life. However, the data collection process is one of the most challenging tasks for smart cities. To meet the requirements of smart city applications, a robust and efficient data collection process is needed to collect data from IoT devices then deliver it to data centers. This paper proposes an end-to-end data collection architecture from IoT devices for different smart city applications, such as smart buildings, transportation, smart grids, healthcare, and others, through advanced communication technologies and protocols and database management approaches. The proposed architecture includes five main components, (1) IoT Networks, (2) Server-side MQTT Interfacing, (3) Server-side Streaming, (4) NoSQL Database, and (5) Web Server. Finally, this paper provides a case study to demonstrate the effectiveness of the proposed architecture and discuss each design component in detail.

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ER -

Kuzlu M, Kalkavan H, Gueler O, Zohrabi N, Martin PJ, Abdelwahed S. An End to End Data Collection Architecture for IoT Devices in Smart Cities. In 2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022). doi: 10.1109/ISGT50606.2022.9903049

An End to End Data Collection Architecture for IoT Devices in Smart Cities

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

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