Analytics everywhere for streaming iot data

H Cao, M Wachowicz - 2019 Sixth International Conference on …, 2019 - ieeexplore.ieee.org
Exploring new insights from IoT data means not only providing higher-level intelligence in a
timely way but also generating long-term predictions and decisions from historical IoT data …

Scheduling continuous operators for IoT edge analytics

P Ntumba, N Georgantas, V Christophides - Proceedings of the 4th …, 2021 - dl.acm.org
In this paper we are interested in exploring the Edge-Fog-Cloud architecture as an
alternative approach to the Cloud-based IoT data analytics. Given the limitations of Fog in …

Efficient utilization of big data using distributed storage, parallel processing, and blockchain technology

A Giuliano, W Hilal, N Alsadi, O Surucu… - Big Data IV …, 2022 - spiedigitallibrary.org
As data collected through IoT systems worldwide increases and the deployment of IoT
architectures is expanded across multiple domains, novel frameworks that focus on …

Taxonomy of edge computing: Challenges, opportunities, and data reduction methods

K Jain, S Mohapatra - Edge Computing: From Hype to Reality, 2019 - Springer
Abstract The Internet of Things (IoT) is expected to grow faster than any other category of
connected devices. IoT allows any device with an on-and-off switch to connect to the internet …

Edge Computing and AI for IoT: Opportunities and Challenges

EH Lim, TY Chai, M ap Muniandy… - 2023 International …, 2023 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) devices has led to an exponential growth in data
generated at the edge of the network. Edge computing, a distributed computing paradigm …

Toward a distributed data flow platform for the web of things (distributed node-red)

M Blackstock, R Lea - Proceedings of the 5th International Workshop on …, 2014 - dl.acm.org
Several web-based platforms have emerged to ease the development of interactive or near
real-time IoT applications by providing a way to connect things and services together and …

[PDF][PDF] Resource management for edge computing in Internet of Things (IoT)

F Samie - 2018 - core.ac.uk
The massive number of Internet of Thing (IoT) devices and their continuous data collection
will lead to a rapid increase in the scale of collected data. Processing all these collected …

Bringing AI to the edge: A formal M&S specification to deploy effective IoT architectures

R Cárdenas, P Arroba, JL Risco Martin - Journal of Simulation, 2022 - Taylor & Francis
Internet of Things applications are based on ubiquitous networks of multiple distributed
devices, with limited computing resources and power, capable of collecting and storing data …

{DataFog}: Towards a Holistic Data Management Platform for the {IoT} Age at the Network Edge

H Gupta, Z Xu, U Ramachandran - USENIX Workshop on Hot Topics in …, 2018 - usenix.org
The increasing adoption of the Internet of Things (IoT) paradigm in structuring services for
“smart cities” has led to an explosion of data generated, ingested, processed, and stored in …

Engineering collective intelligence at the edge with aggregate processes

R Casadei, M Viroli, G Audrito, D Pianini… - … Applications of Artificial …, 2021 - Elsevier
Edge computing promotes the execution of complex computational processes without the
cloud, ie, on top of the heterogeneous, articulated, and possibly mobile systems composed …