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Eastern Institute Of Technology Information Technology School Of Computing Forensic Sciences Recommended Sponsor Painted Moon Original Artwork Directly

"A Decentralized Multiagent-Based Task Scheduling Framework for Handlin" by Yikun Yang, Fenghui Ren et al.

Fog computing, as an extension of the cloud, provides computing resources for Internet of Things (IoT) applications through communicative fog nodes located at the network edge. Fog nodes assist cloud services in handling real-time applications by bringing the processing capability to where the data is generated. However, the introduction of fog nodes increases scheduling openness and uncertainty. The scheduling issues in fog computing need to consider the geography, load balancing, and network l...
Agent Based Simulation Fog Computing
Source: uow.edu.au

"Fair Cloud Auditing Based on Blockchain for Resource-Constrained IoT D" by Lei Zhou, Anmin Fu et al.

Internet of Things (IoT) devices upload their data into the cloud for storage because of their limited resources. However, cloud storage data has been subject to potential integrity threats, and consequently auditing techniques are demanded to ensure the integrity of stored data. Unfortunately, existing auditing approaches require owners to undertake expensive tag calculations, which is unsuitable for resource-constrained IoT devices. To resolve the issue, we present a Fair Cloud Auditing propos...
Fair Cloud Auditing Cloud Auditing Cloud Computing Fog Computing Nternet Of Things Performance Evaluation
Source: uow.edu.au

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"Industrial IoT intrusion detection via evolutionary cost-sensitive lea" by Akbar Telikani, Jun Shen et al.

Cyber-attacks and intrusions have become the major obstacles to the adoption of the Industrial Internet of Things (IIoT) in critical industries. Imbalanced data distribution is a common problem in IIoT environments that negatively influence machine learning-based intrusion detection systems. To address this issue, we introduce EvolCostDeep, a hybrid model of stacked auto-encoders (SAE) and convolutional neural networks (CNNs) with a new cost-dependent loss function. The loss function aims to opt...
Industrial Internet Class Imbalance Computational Modeling Convolutional Neural Networks Cost Sensitive Learning Deep Learning
Source: uow.edu.au

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