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 …

Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments

S Mirampalli, R Wankar, SN Srirama - Future Generation Computer …, 2024 - Elsevier
Recent advancements in Internet of Things (IoT) technology have driven massive amounts
of raw data. Due to the hardware limitations of the constraint IoT environments, we cannot …

IoT data processing in the fog: Functions, streams, or batch processing?

T Pfandzelter, D Bermbach - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
When processing IoT data on a large scale, the cloud is no longer sufficient and it has been
proposed to move parts of the computation closer to the IoT devices-the so-called fog …

Fog computing realization for big data analytics

F Mehdipour, B Javadi, A Mahanti… - Fog and edge …, 2019 - books.google.com
Internets of Things (IoT) deployments generate large quantities of data that need to be
processed and analyzed in real time. Current IoT systems do not enable low-latency and …

[图书][B] Cloud and fog computing platforms for internet of things

P Bhambri, S Rani, G Gupta, A Khang - 2022 - books.google.com
Today, relevant data are typically delivered to cloud-based servers for storing and analysis
in order to extract key features and enable enhanced applications beyond the basic …

A low-cost two-tier fog computing testbed for streaming IoT-based applications

S Nguyen, Z Salcic, X Zhang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In this article, we propose a comprehensive multilayer (IoT-device, edge, fog, and cloud)
streaming analytics platform with two-tier fog layer, which comprises streaming and analytics …

Enhancing the processing of healthcare data streams using fog computing

E Badidi, K Moumane - 2019 IEEE Symposium on Computers …, 2019 - ieeexplore.ieee.org
Healthcare data streams originate from various sensors and Internet of Things (IoT) devices
deployed in medical equipment and healthcare facilities as well as worn by patients. These …

New landscapes of the data stream processing in the era of fog computing

V Cardellini, G Mencagli, D Talia, M Torquati - Future Generation Computer …, 2019 - Elsevier
Abstract The “New Landscapes of the Data Stream Processing in the era of Fog Computing”
special issue aims to present new research works on topics related to recent advances in …

FoT-Stream: A Fog platform for data stream analytics in IoT

BM Alencar, RA Rios, C Santana, C Prazeres - Computer Communications, 2020 - Elsevier
Abstract The Internet of Things (IoT) has developed infrastructures and applications that
generate large amounts of data. These data are usually yielded as streams, characterized …

Processing IoT data: From cloud to fog—It's time to be down to earth

PKD Pramanik, S Pal, A Brahmachari… - Applications of Security …, 2018 - igi-global.com
This chapter describes how traditionally, Cloud Computing has been used for processing
Internet of Things (IoT) data. This works fine for the analytical and batch processing jobs. But …