Strategic Optimization of Convergence and Energy in Federated Learning Systems

Ghassan Samara,Raed Alazaidah,Ibrahim Obeidat,Mohammad Aljaidi,Mahmoud Odeh,Alaa Elhilo,Sattam Almatarneh,Mo’ath Alluwaici,Essam Aldaoud

#Federated learning #convergence speed #energy efficiency #early stopping #CO₂ emissions #hill-climbing

Strategic Optimization of Convergence and Energy in Federated Learning Systems

Ghassan Samara,Raed Alazaidah,Ibrahim Obeidat,Mohammad Aljaidi,Mahmoud Odeh,Alaa Elhilo,Sattam Almatarneh,Mo’ath Alluwaici,Essam Aldaoud

#Federated learning #convergence speed #energy efficiency #early stopping #CO₂ emissions #hill-climbing

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

An Improved Q-Learning Algorithm Integrated into the Aloha Anti-Collision Protocol for Energy-Efficient RFID Systems

Van-Hoa Le,Duc-Nhat-Quang Nguyen,Viet-Minh-Nhat Vo

#RFID system #aloha protocol #anti-collision #Q-learning #energy-efficiency

An Enhanced Q-Learning MAC Protocol for Energy Efficiency and Convergence in Underwater Sensor Networks

Islam Ud Din,Irshad Abbasi,Sikandar Ali,Khalil Al Ruqeishi

#Q-Learning #under water sensor networks #MAC protocol #adaptive Q-Learning #energy efficiency

HYAQP: A Hybrid Meta-Heuristic Optimization Model for Air Quality Prediction Using Unsupervised Machine Learning Paradigms

Praveena Vasudevan,Chitra Ekambaram

#Meta-heuristic #unsupervised machine learning #hybrid optimization #optimized k-means #air quality prediction

Improving Energy Efficiency and Impairing Environmental Impacts on Cloud Centers by

Transforming Virtual Machine into Self-Adaptive

#Container as a service # green cloud computing # energy efficiency # resource utilization

A Novel Physical Machine Overload Detection Algorithm Combined with Quiescing for Dynamic

Virtual Machine Consolidation in Cloud Data

#Distributed systems # cloud computing # dynamic consolidation # overload detection and energy efficiency

MCA-MAC: Modified Cooperative Access MAC Protocol in Wireless Sensor Networks

Aya Hossam1, Tarek Salem2, Anar Abdel Hady2, and Sherine Abd El-Kader2 1Electrical Engineering Department, Faculty of Engineering (Shoubra), Benha University, Egypt

#WSN # MAC protocol # cooperative communication # energy efficient

Lightweight Secure MQTT for Mobility Enabled e- health Internet of Things

#Internet of Things # sensors # MQTT # lightweight security # energy efficiency # e-health

Performance Analysis of Efficient Spectrum Utilization in Cognitive Radio Networks by Dynamic Spectrum Access and Artificial Neuron Network Algorithms

Suresh Chinnathampy,Aruna Thangavelu,Narayanaperumal Muthukumaran

#Cognitive radio networks #DSA #ANN #SU #radio frequency #energy harvesting

Energy Heterogeneity Analysis of Heterogeneous Clustering Protocols

Shahzad Hassan,Maria Ahmad

#Heterogeneous wireless sensor networks #heterogenous #lifetime #clustering #cluster head #energy #nodes