Search Results - "AlQerm, Ismail"

Energy-Efficient Power Allocation in Multitier 5G Networks Using Enhanced Online Learning by AlQerm, Ismail, Shihada, Basem

“…The multitier heterogeneous structure of 5G with dense small cells deployment, relays, and device-to-device (D2D) communications operating in an underlay…”
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DeepEdge: A New QoE-Based Resource Allocation Framework Using Deep Reinforcement Learning for Future Heterogeneous Edge-IoT Applications by Alqerm, Ismail, Pan, Jianli

“…Edge computing is emerging to empower the future of Internet of Things (IoT) applications. However, due to heterogeneity of applications, it is a significant…”
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EdgeChain: An Edge-IoT Framework and Prototype Based on Blockchain and Smart Contracts by Pan, Jianli, Wang, Jianyu, Hester, Austin, Alqerm, Ismail, Liu, Yuanni, Zhao, Ying

“…The emerging Internet of Things (IoT) is facing significant scalability and security challenges. On one hand, IoT devices are "weak" and need external…”
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I-HARF: Intelligent and Hierarchical Framework for Adaptive Resource Facilitation in Edge-IoT Systems by AlQerm, Ismail, Pan, Jianli

“…Edge computing is being used to facilitate closer computing, storage, and networking resources to support various IoT applications including delay-sensitive…”
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Enhanced Online Q-Learning Scheme for Resource Allocation with Maximum Utility and Fairness in Edge-IoT Networks by AlQerm, Ismail, Pan, Jianli

“…Internet of Things (IoT) is experiencing an explosion in the data traffic due to the increase in the number of heterogeneous applications. The existing cloud…”
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Energy Efficient Traffic Offloading in Multi-Tier Heterogeneous 5G Networks Using Intuitive Online Reinforcement Learning by AlQerm, Ismail, Shihada, Basem

“…The energy efficiency in multi-tier heterogeneous 5G networks is a critical issue due to the fact that the macro base stations (BSs) power consumption is…”
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Enhanced machine learning scheme for energy efficient resource allocation in 5G heterogeneous cloud radio access networks by AlQerm, Ismail, Shihada, Basem

“…Heterogeneous cloud radio access networks (H-CRAN) is a new trend of SC that aims to leverage the heterogeneous and cloud radio access networks advantages. Low…”
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A cooperative online learning scheme for resource allocation in 5G systems by AlQerm, Ismail, Shihada, Basem

“…The demand on mobile Internet related services has increased the need for higher bandwidth in cellular networks. The 5G technology is envisioned as a solution…”
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Enhanced Online Q-Learning Scheme for Energy Efficient Power Allocation in Cognitive Radio Networks by AlQerm, Ismail, Shihada, Basem

“…The considerable growth in demands for wireless services have led to spectrum scarcity challenge. Cognitive radio came into practice to deal with the scarcity…”
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Def-IDS: An Ensemble Defense Mechanism Against Adversarial Attacks for Deep Learning-based Network Intrusion Detection by Wang, Jianyu, Pan, Jianli, AlQerm, Ismail, Liu, Yuanni

“…Network intrusion detection plays an important role in the Internet of Things systems for protecting devices from security breaches. Facing challenges of the…”
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Adaptive Decision-Making Scheme for Cognitive Radio Networks by Alqerm, Ismail, Shihada, Basem

“…Radio resource management becomes an important aspect of the current wireless networks because of spectrum scarcity and applications heterogeneity. Cognitive…”
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Sophisticated Online Learning Scheme for Green Resource Allocation in 5G Heterogeneous Cloud Radio Access Networks by AlQerm, Ismail, Shihada, Basem

“…5G is the upcoming evolution for the current cellular networks that aims at satisfying the future demand for data services. Heterogeneous cloud radio access…”
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CogWnet: A Resource Management Architecture for Cognitive Wireless Networks by AlQerm, Ismail, Shihada, Basem, Shin, Kang G.

“…With the increasing adoption of wireless communication technologies, there is a need to improve management of existing radio resources. Cognitive radio is a…”
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BEHAVE: Behavior-Aware, Intelligent and Fair Resource Management for Heterogeneous Edge-IoT Systems by AlQerm, Ismail, Wang, Jianyu, Pan, Jianli, Liu, Yuanni

“…Edge computing is an emerging solution to support the future Internet of Things (IoT) applications that are delay-sensitive, processing-intensive or that…”
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Supervised cognitive system: A new vision for cognitive engine design in wireless networks by AlQerm, Ismail, Shihada, Basem

“…Cognitive radio attracts researchers' attention recently in radio resource management due to its ability to exploit environment awareness in configuring radio…”
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Hybrid cognitive engine for radio systems adaptation by AlQerm, Ismail, Shihada, Basem

“…Network efficiency and proper utilization of its resources are essential requirements to operate wireless networks in an optimal fashion. Cognitive radio aims…”
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Adaptive multi-objective Optimization scheme for cognitive radio resource management by AlQerm, Ismail, Shihada, Basem

“…Cognitive Radio is an intelligent Software Defined Radio that is capable to alter its transmission parameters according to predefined objectives and wireless…”
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BEHAVE: Behavior-Aware, Intelligent and Fair Resource Management for Heterogeneous Edge-IoT Systems by Alqerm, Ismail, Wang, Jianyu, Pan, Jianli, Liu, Yuanni

“…IEEE Transactions on Mobile Computing, 2021 Edge computing is an emerging solution to support the future Internet of Things (IoT) applications that are…”
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ORCA: Enabling an Owner-centric and Data-driven Management Paradigm for Future Heterogeneous Edge-IoT Systems by Pan, Jianli, Wang, Jianyu, AlQerm, Ismail, Liu, Yuanni, Yang, Zhicheng

“…Integrating Internet of Things (IoT) and edge computing for "Edge-IoT" systems, converged with machine intelligence, has the potentials of enabling a wide…”
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ORCA: Enabling an Owner-Centric and Data-Driven Management Paradigm for Future Heterogeneous Edge-IoT Systems by Pan, Jianli, Wang, Jianyu, AlQerm, Ismail, Liu, Yuanni, Yang, Zhicheng

“…Integrating the Internet of Things (IoT) and edge computing in Edge-IoT systems, converged with machine intelligence, has the potential to enable a wide range…”
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