Stream processing on clustered edge devices

R Dautov, S Distefano - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
The Internet of Things continuously generates avalanches of raw sensor data to be
transferred to the Cloud for processing and storage. Due to network latency and limited …

Data agility through clustered edge computing and stream processing

R Dautov, S Distefano, D Bruneo… - Concurrency and …, 2021 - Wiley Online Library
Summary The Internet of Things is underpinned by the global penetration of network‐
connected smart devices continuously generating extreme amounts of raw data to be …

A scalable big stream cloud architecture for the internet of things

L Belli, S Cirani, L Davoli, G Ferrari… - … in Research and …, 2018 - igi-global.com
Abstract The Internet of Things (IoT) will consist of billions (50 billions by 2020) of
interconnected heterogeneous devices denoted as “Smart Objects:” tiny, constrained …

A distributed stream processing based architecture for IoT smart grids monitoring

O Carvalho, E Roloff, POA Navaux - Companion proceedings of the10th …, 2017 - dl.acm.org
Sensor networks have become ubiquitous--being present from personal smartphones to
smart cities deployments--and are producing large volumes of data at increasing rates …

Data-driven stream processing at the edge

EG Renart, J Diaz-Montes… - 2017 IEEE 1st …, 2017 - ieeexplore.ieee.org
The popularity and proliferation of the Internet of Things (IoT) paradigm is resulting in a
growing number of devices connected to the Internet. These devices are generating and …

Fog computing: Principles, architectures, and applications

AV Dastjerdi, H Gupta, RN Calheiros, SK Ghosh… - Internet of things, 2016 - Elsevier
Abstract The Internet of Everything (IoE) solutions gradually bring every object online, and
processing data in a centralized cloud does not scale to requirements of such an …

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 …

SDN-based fog and cloud interplay for stream processing

M Rzepka, P Boryło, MD Assuncao, A Lasoń… - Future Generation …, 2022 - Elsevier
This paper focuses on SDN-based approaches for deploying stream processing workloads
on heterogeneous environments comprising wide-area networks, cloud and fog resources …

Resource aware placement of data stream analytics operators on fog infrastructure for internet of things applications

M Taneja, A Davy - 2016 IEEE/ACM Symposium on Edge …, 2016 - ieeexplore.ieee.org
While cloud computing led the path towards a revolutionary change in the modern day
computing aspects, further developments gave way to the Internet of Things and its own …

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 …