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Online cost optimization algorithms for tiered cloud storage services
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Elsevier
, 2020 , Article)
The new generation multi-tiered cloud storage services offer various tiers, such as hot and cool tiers, which are characterized by differentiated Quality of Service (QoS) (i.e., access latency, availability and throughput) ...
A Node Location Algorithm Based on Node Movement Prediction in Underwater Acoustic Sensor Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
Aiming at the problems of the low mobility, low location accuracy, high communication overhead, and high energy consumption of sensor nodes in underwater acoustic sensor networks, the MPL (movement prediction location) ...
Malware on Internet of UAVs Detection Combining String Matching and Fourier Transformation
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Advanced persistent threat (APT), with intense penetration, long duration, and high customization, has become one of the most grievous threats to cybersecurity. Furthermore, the design and development of Internet-of-Things ...
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
The increasing complexity and dynamics of 5G mobile networks have brought revolutionary changes in its modeling and control, where efficient routing and resource allocation strategies become beneficial. Software-Defined ...
Enabling Efficient Scheduling in Large-Scale UAV-Assisted Mobile-Edge Computing via Hierarchical Reinforcement Learning
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
Due to the high maneuverability and flexibility, unmanned aerial vehicles (UAVs) have been considered as a promising paradigm to assist mobile edge computing (MEC) in many scenarios including disaster rescue and field ...
On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
The emerging Sixth Generation (6G) communication networks promising 100 to 1000 Gbps rates and ultra-low latency (1 millisecond) are anticipated to have native, embedded Artificial Intelligence (AI) capability to support ...
Subchannel Assignment and Power Allocation for Time-Varying Fog Radio Access Network with NOMA
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
To satisfy future wireless network's requirements of huge capacity, ultra low delay and supermassive connectivity, it is urgent to study novel wireless communication network architecture and technology. Fog-computing radio ...
IoT malicious traffic identification using wrapper-based feature selection mechanisms
(
Elsevier Ltd
, 2020 , Article)
Machine Learning (ML) plays very significant role in the Internet of Things (IoT) cybersecurity for malicious and intrusion traffic identification. In other words, ML algorithms are widely applied for IoT traffic identification ...
Remaining useful life (Rul) prediction of equipment in production lines using artificial neural networks
(
MDPI
, 2021 , Article)
Predictive maintenance of production lines is important to early detect possible defects and thus identify and apply the required maintenance activities to avoid possible breakdowns. An important concern in predictive ...
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Objective: Scarcity of good quality electroencephalography (EEG) data is one of the roadblocks for accurate seizure prediction. This work proposes a deep convolutional generative adversarial network (DCGAN) to generate ...