Smart cloud platform for data management in the age of the internet of vehicles

Nader Alsharkawy; Eyad Nawar; Bassem Mokhtar

doi:10.1109/NILES.2019.8909318

Smart cloud platform for data management in the age of the internet of vehicles

Nader Alsharkawy, Eyad Nawar, Bassem Mokhtar

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

Abstract

Smart cars, with the emergence of the Internet of Vehicles (IoV), are expected to generate huge volumes of data at rates that typical data management systems will not be able to handle. Such data can be extremely useful to both analytics and machine learning applications. This paper discusses and demonstrates the process of architecting and building a scalable data management system for the IoV in a smart city environment, using Apache Spark, Apache Kafka and Apache Cassandra, which results in a scalable, resilient and fault-Tolerant data management system that facilitates performing big data analytics and scalable machine learning on IoV data.

Original language	English
Title of host publication	NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	9-12
Number of pages	4
ISBN (Electronic)	9781728131733
DOIs	https://doi.org/10.1109/NILES.2019.8909318
Publication status	Published - Oct 2019
Externally published	Yes
Event	2019 Novel Intelligent and Leading Emerging Sciences Conference, NILES 2019 - Giza, Egypt Duration: Oct 28 2019 → Oct 30 2019

Publication series

Name	NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference

Conference

Conference	2019 Novel Intelligent and Leading Emerging Sciences Conference, NILES 2019
Country/Territory	Egypt
City	Giza
Period	10/28/19 → 10/30/19

Keywords

big data analytics
IoV
scalable machine learning
smart city environment

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Signal Processing
Industrial and Manufacturing Engineering
Control and Optimization
Health Informatics

UN SDGs

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

Access to Document

10.1109/NILES.2019.8909318

Cite this

Alsharkawy, N., Nawar, E., & Mokhtar, B. (2019). Smart cloud platform for data management in the age of the internet of vehicles. In NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference (pp. 9-12). Article 8909318 (NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NILES.2019.8909318

Smart cloud platform for data management in the age of the internet of vehicles. / Alsharkawy, Nader; Nawar, Eyad; Mokhtar, Bassem.
NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference. Institute of Electrical and Electronics Engineers Inc., 2019. p. 9-12 8909318 (NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference).

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

Alsharkawy, N, Nawar, E & Mokhtar, B 2019, Smart cloud platform for data management in the age of the internet of vehicles. in NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference., 8909318, NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference, Institute of Electrical and Electronics Engineers Inc., pp. 9-12, 2019 Novel Intelligent and Leading Emerging Sciences Conference, NILES 2019, Giza, Egypt, 10/28/19. https://doi.org/10.1109/NILES.2019.8909318

Alsharkawy N, Nawar E, Mokhtar B. Smart cloud platform for data management in the age of the internet of vehicles. In NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference. Institute of Electrical and Electronics Engineers Inc. 2019. p. 9-12. 8909318. (NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference). doi: 10.1109/NILES.2019.8909318

@inproceedings{bda0cc92eb864d6b949ca0bd093e64bf,

title = "Smart cloud platform for data management in the age of the internet of vehicles",

abstract = "Smart cars, with the emergence of the Internet of Vehicles (IoV), are expected to generate huge volumes of data at rates that typical data management systems will not be able to handle. Such data can be extremely useful to both analytics and machine learning applications. This paper discusses and demonstrates the process of architecting and building a scalable data management system for the IoV in a smart city environment, using Apache Spark, Apache Kafka and Apache Cassandra, which results in a scalable, resilient and fault-Tolerant data management system that facilitates performing big data analytics and scalable machine learning on IoV data.",

keywords = "big data analytics, IoV, scalable machine learning, smart city environment",

author = "Nader Alsharkawy and Eyad Nawar and Bassem Mokhtar",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 Novel Intelligent and Leading Emerging Sciences Conference, NILES 2019 ; Conference date: 28-10-2019 Through 30-10-2019",

year = "2019",

month = oct,

doi = "10.1109/NILES.2019.8909318",

language = "English",

series = "NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "9--12",

booktitle = "NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference",

}

TY - GEN

T1 - Smart cloud platform for data management in the age of the internet of vehicles

AU - Alsharkawy, Nader

AU - Nawar, Eyad

AU - Mokhtar, Bassem

PY - 2019/10

Y1 - 2019/10

N2 - Smart cars, with the emergence of the Internet of Vehicles (IoV), are expected to generate huge volumes of data at rates that typical data management systems will not be able to handle. Such data can be extremely useful to both analytics and machine learning applications. This paper discusses and demonstrates the process of architecting and building a scalable data management system for the IoV in a smart city environment, using Apache Spark, Apache Kafka and Apache Cassandra, which results in a scalable, resilient and fault-Tolerant data management system that facilitates performing big data analytics and scalable machine learning on IoV data.

AB - Smart cars, with the emergence of the Internet of Vehicles (IoV), are expected to generate huge volumes of data at rates that typical data management systems will not be able to handle. Such data can be extremely useful to both analytics and machine learning applications. This paper discusses and demonstrates the process of architecting and building a scalable data management system for the IoV in a smart city environment, using Apache Spark, Apache Kafka and Apache Cassandra, which results in a scalable, resilient and fault-Tolerant data management system that facilitates performing big data analytics and scalable machine learning on IoV data.

KW - big data analytics

KW - IoV

KW - scalable machine learning

KW - smart city environment

UR - http://www.scopus.com/inward/record.url?scp=85076425564&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85076425564&partnerID=8YFLogxK

U2 - 10.1109/NILES.2019.8909318

DO - 10.1109/NILES.2019.8909318

M3 - Conference contribution

AN - SCOPUS:85076425564

T3 - NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference

SP - 9

EP - 12

BT - NILES 2019 - Novel Intelligent and Leading Emerging Sciences Conference

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 Novel Intelligent and Leading Emerging Sciences Conference, NILES 2019

Y2 - 28 October 2019 through 30 October 2019

ER -

Smart cloud platform for data management in the age of the internet of vehicles

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this