eprintid: 20422
rev_number: 3
eprint_status: archive
userid: 1
dir: disk0/00/02/04/22
datestamp: 2026-01-12 12:17:54
lastmod: 2026-01-12 12:17:54
status_changed: 2026-01-12 12:17:54
type: conference_item
metadata_visibility: show
creators_name: Ng, Wanqing
creators_name: Ooi, Boonyaik Yaik
creators_name: Liew, Soung Yue
creators_name: Cheng, Wai Khuen
creators_name: Tan, Teik Boon
creators_name: Lin, Jimmin Min
creators_name: Hong, Zengwei
title: A Users' Behavior-Aware Data Reduction Framework for Internet of Things (IoT)
ispublished: pub
keywords: reductions; Bandwidth usage; Continuous data transmissions; Data volume; Energy-consumption; Internet of thing gateway; Internet of thing-gateway; Large amounts of data; User behaviors; Volume data; Data transfer
note: Cited by: 0
abstract: In IoT network, a large amount of data is generated and transferred from the sources to destinations every day. The increasing data volume and continuous data transmission bring challenges to existing IoT system, such as the increased energy consumption and bandwidth usage, especially for battery-operated or cellular-connected IoT devices. Despite many researchers are working on these challenges, most of them are focused on the backend of IoT system, little attention has been given to the front-end data in the data reduction of IoT system. Therefore, we propose a users' behavior-aware data reduction framework for IoT, with the aim to provide a novel approach to data reduction in IoT. Consequently, our proposed methods can achieve a reduction of the amount of accumulated data transferred up to 65. © 2024 IEEE.
date: 2024
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205771420&doi=10.1109%2FICCE-Taiwan62264.2024.10674330&partnerID=40&md5=a196d4c2e9b960ba04e6f1dc8d609df3
id_number: 10.1109/ICCE-Taiwan62264.2024.10674330
full_text_status: none
pagerange: 239 - 240
refereed: TRUE
isbn: 9798350386844
citation:   Ng, Wanqing and Ooi, Boonyaik Yaik and Liew, Soung Yue and Cheng, Wai Khuen and Tan, Teik Boon and Lin, Jimmin Min and Hong, Zengwei  (2024) A Users' Behavior-Aware Data Reduction Framework for Internet of Things (IoT).  In: UNSPECIFIED.