Evaluation of IoT stream processing at edge computing layer for semantic data enrichment

F Xhafa, B Kilic, P Krause - Future Generation Computer Systems, 2020 - Elsevier
The fast development of Internet of Things (IoT) computing and technologies has prompted a
decentralization of Cloud-based systems. Indeed, sending all the information from IoT …

Serverless data pipeline approaches for IoT data in fog and cloud computing

SR Poojara, CK Dehury, P Jakovits… - Future Generation …, 2022 - Elsevier
With the increasing number of Internet of Things (IoT) devices, massive amounts of raw data
is being generated. The latency, cost, and other challenges in cloud-based IoT data …

Pushing intelligence to the edge with a stream processing architecture

R Dautov, S Distefano, D Bruneo… - … on Internet of Things …, 2017 - ieeexplore.ieee.org
The cloud computing paradigm underpins the Internet of Things (IoT) by offering a
seemingly infinite pool of resources for processing/storing extreme amounts of data …

[HTML][HTML] Nebulastream: Complex analytics beyond the cloud

S Zeuch, ET Zacharatou, S Zhang… - Open Journal of …, 2020 - ronpub.com
The arising Internet of Things (IoT) will require significant changes to current stream
processing engines (SPEs) to enable large-scale IoT applications. In this paper, we present …

Survey of real-time processing technologies of iot data streams

K Yasumoto, H Yamaguchi, H Shigeno - Journal of Information …, 2016 - jstage.jst.go.jp
Recently, Internet of Things (IoT) has been attracting attention due to its economical impact
and high expectations for drastically changing our modern societies. Worldwide by 2022 …

Architecting iot cloud

F Firouzi, B Farahani - Intelligent Internet of Things: From device to fog and …, 2020 - Springer
Cloud computing and the Internet of Things (IoT) are distinct technologies that significantly
affect our everyday lives. IoT is made up of small real-world things, with limited processing …

Kfiml: Kubernetes-based fog computing iot platform for online machine learning

Z Wan, Z Zhang, R Yin, G Yu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The massive onsite data produced by the Internet of Things (IoT) can bring valuable
information and immense potentials, thus empowering a new wave of emerging …

[HTML][HTML] Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities

H Nasiri, S Nasehi, M Goudarzi - Journal of Big Data, 2019 - Springer
The widespread growth of Big Data and the evolution of Internet of Things (IoT) technologies
enable cities to obtain valuable intelligence from a large amount of real-time produced data …

[HTML][HTML] Rededge: A novel architecture for big data processing in mobile edge computing environments

M Habib ur Rehman, PP Jayaraman… - Journal of Sensor and …, 2017 - mdpi.com
We are witnessing the emergence of new big data processing architectures due to the
convergence of the Internet of Things (IoTs), edge computing and cloud computing. Existing …

A survey on IoT big data analytic systems: Current and future

Y Sasaki - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has become widespread around the world. Since a large
number of diverse devices, such as vehicles, household electrical appliances, smart …