An in-networking double-layered data reduction for internet of things (IoT)

WM Ismael, M Gao, AA Al-Shargabi, A Zahary - Sensors, 2019 - mdpi.com
Due to the ever-increasing number and diversity of data sources, and the continuous flow of
data that are inevitably redundant and unused to the cloud, the Internet of Things (IoT) …

A multi-tier data reduction mechanism for IoT sensors

L Feng, P Kortoçi, Y Liu - … of the Seventh International Conference on …, 2017 - dl.acm.org
The increasing number and variety of IoT (Internet of Things) devices produce a huge
amount of diverse data upon which applications are built. Depending on the specific use …

Two tier data reduction technique for reducing data transmission in IoT sensors

AKM Al-Qurabat, C Abou Jaoude… - 2019 15th International …, 2019 - ieeexplore.ieee.org
The devices that interconnected to the Internet of Things (IoT) will continue to grow
exponentially, and in addition, the amount of data that they report. Sensor nodes (SNs) that …

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 …

Real-time data reduction at the network edge of Internet-of-Things systems

A Papageorgiou, B Cheng… - 2015 11th international …, 2015 - ieeexplore.ieee.org
The expected huge increase in the number of IoT data sources (sensors, embedded
systems, personal devices etc.) will give rise to network-edge computing, ie, data pre …

An overview of data reduction solutions at the edge of IoT systems: a systematic mapping of the literature

L Pioli, CF Dorneles, DDJ de Macedo, MAR Dantas - Computing, 2022 - Springer
Abstract Internet of Things (IoT) is a technology that connects devices of different types and
characteristics through a network. The massive quantity of the heterogeneous generated …

Intelligent Edge-powered Data Reduction: A Systematic Literature Review

L Pioli, DDJ de Macedo, DG Costa… - ACM Computing …, 2024 - dl.acm.org
The development of the Internet of Things (IoT) paradigm and its significant spread as an
affordable data source has brought many challenges when pursuing efficient data collection …

[PDF][PDF] A Bi-level data lowering method to minimize transferring big data in the sensors of IoT applications

AKM Al-Qurabat, AK Idrees, A Makhoul… - … International Journal of …, 2022 - iasj.net
In the IoT era, the number of devices connected to it continues to grow significantly. This can
lead to an increase in the amount of reported data by these IoT devices. The reported data …

All-in-one: Toward hybrid data collection and energy saving mechanism in sensing-based IoT applications

M Ibrahim, H Harb, A Mansour, A Nasser… - Peer-to-Peer Networking …, 2021 - Springer
Big data collection and storage have become one of the most obvious challenge in this era.
Indeed, much of that data is collected thanky to a huge number of connected devices in …

Distributed energy‐efficient data reduction approach based on prediction and compression to reduce data transmission in IoT networks

AM Hussein, AK Idrees… - International Journal of …, 2022 - Wiley Online Library
In the modern world, it will be necessary to deploy a large number of sensor devices to
sense everything around us in order to detect changes, risks, and hazards and to mitigate …