Search Results - "Mohammed, Alaelddin F Y"

Dynamic Bandwidth Slicing in Passive Optical Networks to Empower Federated Learning by Mohammed, Alaelddin F Y, Lee, Joohyung, Park, Sangdon

“…Federated Learning (FL) is a decentralized machine learning method in which individual devices compute local models based on their data. In FL, devices…”
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Cognitive Video Surveillance Management in Hierarchical Edge Computing System with Long Short-Term Memory Model by Ugli, Dilshod Bazarov Ravshan, Kim, Jingyeom, Mohammed, Alaelddin F Y, Lee, Joohyung

“…Nowadays, deep learning (DL)-based video surveillance services are widely used in smart cities because of their ability to accurately identify and track…”
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Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework by Bazarov Ravshan Ugli, Dilshod, Mohammed, Alaelddin F Y, Na, Taeheum, Lee, Joohyung

“…Video surveillance systems are integral to bolstering safety and security across multiple settings. With the advent of deep learning (DL), a specialization…”
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Deep-Reinforcement-Learning-Based IoT Sensor Data Cleaning Framework for Enhanced Data Analytics by Mohammed, Alaelddin F Y, Sultan, Salman Md, Lee, Joohyung, Lim, Sunhwan

“…The Internet of things (IoT) combines different sources of collected data which are processed and analyzed to support smart city applications. Machine learning…”
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Powering UAV with Deep Q-Network for Air Quality Tracking by Mohammed, Alaelddin F. Y., Sultan, Salman Md, Cho, Seokheon, Pyun, Jae-Young

“…Tracking the source of air pollution plumes and monitoring the air quality during emergency events in real-time is crucial to support decision-makers in making…”
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A Sustainable Business Model for a Neutral Host Supporting 5G and beyond (5GB) Ultra-Dense Networks: Challenges, Directions, and Architecture by Allawi, Yazan M., Mohammed, Alaelddin F. Y., Lee, Joohyung, Choi, Seong Gon

“…With the deployment of the fifth generation (5G) mobile network systems and the envisioned heterogeneous ultra-dense networks (UDNs), both small cell (SmC) and…”
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Minimizing Data Center Uninterruptable Power Supply Overload by Server Power Capping by AL-Hazemi, Fawaz, Lorincz, Josip, Mohammed, Alaelddin F. Y.

“…Recent analyses show an increase in data center (DC) service downtime due to the increase in power supply outages caused by overloaded uninterruptable power…”
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Automated Cell Counting System Using Improved Implicit Activation Based U-Net (IA-U-Net) by Sultan, Salman Md, Mollika, Mubina Tarannum, Fahim, Sharvi Ahmed, Alam, Tahira, Mohammed, Alaelddin F. Y., Islam, Tanzina

“…Cell counting refers to any of several techniques used in life sciences, including medical diagnosis and treatment, to count or quantify cells. This is vital…”
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Understanding QoS and Energy Saving Performance in FiWi Access Network with Sleep Mode Enabled ONUs by Bin Hj Abdul Latif, Md. Faiz Zulfadly, Newaz, S. H. Shah, Mohammed, Alaelddin F. Y., Wan, Au Thien, Omar, Saiful

“…Due to the stupendous demand for ubiquitous and high-speed Internet access, Fiber-wireless (FiWi) access networks are gaining a lot of traction. A FiWi is a…”
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