[HTML][HTML] Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness

G Bovenzi, G Aceto, D Ciuonzo, A Montieri… - Computers & …, 2023 - Elsevier
… Section 2 surveys the recent application of DL-based techniques to network AD in IoT
environments, positioning our contribution against related literature. Section 3 describes the …

Fair energy-efficient virtual machine scheduling for Internet of Things applications in cloud environment

G Xing, X Xu, H Xiang, S Xue, S Ji… - International Journal of …, 2017 - journals.sagepub.com
… In view of this challenge, a fair energy-efficient virtual machine scheduling method for
Internet of Things applications is designed in this article. Specifically, energy and fairness are …

Fair-iot: Fairness-aware human-in-the-loop reinforcement learning for harnessing human variability in personalized iot

S Elmalaki - … of the International Conference on Internet-of-Things …, 2021 - dl.acm.org
… people in the same environment (multi-human variability). To that end, we propose FaiR-IoT,
a … -based framework for adaptive and fairness-aware human-in-the-loop IoT applications. In …

Fair and energy-aware IoT service composition under QoS constraints

M Guzel, S Ozdemir - The Journal of Supercomputing, 2022 - Springer
… profiles are used in the comparison process, and the comparison is performed based on …
The proposed framework is constructed upon the IoT environment detailed in this section. In …

Three dynamic pricing schemes for resource allocation of edge computing for IoT environment

B Baek, J Lee, Y Peng, S Park - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Comparison of Three Models In this section, the mathematical comparisons among the
proposed three models are provided. Theorem 5: The seller’s total revenue of FAID-PRIM is …

Continuously testing distributed iot systems: An overview of the state of the art

J Beilharz, P Wiesner, A Boockmeyer, L Pirl… - … Conference on Service …, 2021 - Springer
… We report the following aspects of IoT test environments in our comparison: how and with …
test environments that emulate IoT environments without the possibility to integrate real IoT

Fairedge: A fairness-oriented task offloading scheme for iot applications in mobile cloudlet networks

S Lai, X Fan, Q Ye, Z Tan, Y Zhang, X He… - IEEE Access, 2020 - ieeexplore.ieee.org
… balls-into-bins theory and Jain’s fairness index. The task load … allocation decisions based
on load comparison of above d bins… in the IoT environment,’’ Wireless Netw., vol. 25, no. 1, pp. …

Fair-hierarchical scheduling for diversified services in space, air and ground for 6g-dense internet of things

S Wan, J Hu, C Chen, A Jolfaei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… deployment of IoT networks in indoor and outdoor environments during … comparison with
our DFHS scheme, the FCFS scheduling, the EARS scheme and Tian’s scheme in terms of Fair

IoT‐based platform for environment data sharing in smart cities

JNS Rubí, PR de Lira Gondim - International Journal of …, 2021 - Wiley Online Library
… A performance comparison with similar platforms would be interesting to better evaluate our
proposal in terms of state of the art. However, a fair comparison seems to be very difficult (or …

Mist and edge storage: Fair storage distribution in sensor networks

M Linaje, J Berrocal, A Galan-Benitez - IEEE Access, 2019 - ieeexplore.ieee.org
… Cloud environment, the times obtained in some cases do not meet the requirements of IoT
[… To make a comparison with a real storage system, we chose Amazon S3 regular storage as …