AI-Driven Data Engineering in the Internet of Things: Scaling Data Pipelines for Smart Device Ecosystems

AI driven data engineering for driving a data pipeline at scale in IoT ecosystems is what this study covers. It looks into the impact of AI on e.g. data processing, latency reduction, scalability of the system. We show improvements in the efficiency as well as in the adaptability, using quantitative analysis. The findings illustrate how AI can help in intelligent data workflows sitting with IoT so data becomes easily processable and available for real time decisions of smart devices.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-21
DOI
https://doi.org/10.5281/zenodo.14903782
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Driven Data Engineering in the Internet of Things: Scaling Data Pipelines for Smart Device Ecosystems

Zenodo (CERN European Organization for Nuclear Research)
IoT and Edge/Fog Computing
article

AI-Driven Data Engineering in the Internet of Things: Scaling Data Pipelines for Smart Device Ecosystems

article en

Abstract

AI driven data engineering for driving a data pipeline at scale in IoT ecosystems is what this study covers. It looks into the impact of AI on e.g. data processing, latency reduction, scalability of the system. We show improvements in the efficiency as well as in the adaptability, using quantitative analysis. The findings illustrate how AI can help in intelligent data workflows sitting with IoT so data becomes easily processable and available for real time decisions of smart devices.

Zenodo (CERN European Organization for Nuclear Research)
Responsible consumption and production
Openalex Percentile: Top 49%
IoT and Edge/Fog Computing
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AI-Driven Data Engineering in the Internet of Things: Scaling Data Pipelines for Smart Device Ecosystems · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS