TY - GEN
T1 - An Apache Spark Framework for IoT-enabled Waste Management in Smart Cities
AU - Vonitsanos, Gerasimos
AU - Panagiotakopoulos, Theodor
AU - Kanavos, Andreas
AU - Kameas, Achilles
N1 - Publisher Copyright:
© 2022 ACM.
PY - 2022/9/7
Y1 - 2022/9/7
N2 - The diffusion of small low cost sensors has opened new opportunities in terms of designing real-time monitoring systems in several application fields. Internet of Things (IoT) is a new branch of Information and Communication Technologies that connects vast amounts of heterogeneous sensing devices and other smart objects through different network protocols in order to provide large scale interoperability and underpin the development of novel applications. A fundamental application domain regarding IoT refers to smart cities, which offer a fertile ground for implementing technological advances to enhance urban management, ensure environmental sustainability and improve the quality of living. In this paper, we propose an innovative framework aiming at collecting, monitoring and processing streams of data received in real-time by IoT sensor devices while measuring the waste level of waste bins in a distributed environment.
AB - The diffusion of small low cost sensors has opened new opportunities in terms of designing real-time monitoring systems in several application fields. Internet of Things (IoT) is a new branch of Information and Communication Technologies that connects vast amounts of heterogeneous sensing devices and other smart objects through different network protocols in order to provide large scale interoperability and underpin the development of novel applications. A fundamental application domain regarding IoT refers to smart cities, which offer a fertile ground for implementing technological advances to enhance urban management, ensure environmental sustainability and improve the quality of living. In this paper, we propose an innovative framework aiming at collecting, monitoring and processing streams of data received in real-time by IoT sensor devices while measuring the waste level of waste bins in a distributed environment.
KW - Apache Spark
KW - Classification
KW - Internet of Things (IoT)
KW - Machine Learning
KW - Smart Cities
KW - Urban Waste
UR - http://www.scopus.com/inward/record.url?scp=85138367586&partnerID=8YFLogxK
U2 - 10.1145/3549737.3549764
DO - 10.1145/3549737.3549764
M3 - Conference contribution
AN - SCOPUS:85138367586
T3 - ACM International Conference Proceeding Series
BT - Proceedings of the 12th Hellenic Conference on Artificial Intelligence, SETN 2022
PB - Association for Computing Machinery
T2 - 12th Hellenic Conference on Artificial Intelligence, SETN 2022
Y2 - 7 September 2022 through 9 September 2022
ER -
