@inproceedings{99b85135a1be41e98de9d7162a1ccc18,
title = "Exploring Factors Impacting Data Offloading Performance in Edge and Cloud Environments",
abstract = "Recently, the deployments of smart IoT devices, such as wearable devices and drones, have risen at an unprecedented pace. But these edge devices typically have limited computing and storage resources, thus making it hard to perform compute-intensive jobs on their acquired data despite growing demands. In this paper, we uncover five major factors and present our empirical evaluation results in an offloading environment utilizing external servers. From the findings, we present a taxonomy of factors that should be considered along with different data types for offloading the data of edge devices to external nodes more efficiently.",
keywords = "Cloud, Data Offloading, Edge Device, Factor Taxonomy",
author = "Na, {Gap Joo} and Youngwoo Jang and Harin Seo and Byungchul Tak and Suh, {Young Kyoon}",
note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; International workshops held at the 29th International Conference on Parallel and Distributed Computing, Euro-Par 2023 ; Conference date: 28-08-2023 Through 01-09-2023",
year = "2024",
doi = "10.1007/978-3-031-48803-0_26",
language = "English",
isbn = "9783031488023",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "247--251",
editor = "Demetris Zeinalipour and {Blanco Heras}, Dora and George Pallis and Herodotos Herodotou and Demetris Trihinas and Daniel Balouek and Patrick Diehl and Terry Cojean and Karl F{\"u}rlinger and Kirkeby, {Maja Hanne} and Matteo Nardelli and {Di Sanzo}, Pierangelo",
booktitle = "Euro-Par 2023",
address = "Germany",
}