Rana Albelaihi

Rana Albelaihi

University of New Mexico

H-index: 4

North America-United States

About Rana Albelaihi

Rana Albelaihi, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of New Mexico, specializes in the field of Machine Learning, Federated Learning, Internet of Things (IoT), Data Privacy, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic Client Clustering, Bandwidth Allocation, and Workload Optimization for Semi-synchronous Federated Learning

Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning

Mitigating the Risks of Malware Attacks with Deep Learning Techniques

Deep reinforcement learning assisted client selection in non-orthogonal multiple access based federated learning

Backhaul-aware drone base station placement and resource management for FSO-based drone-assisted mobile networks

Green federated learning via energy-aware client selection

Adaptive Federated Learning for the Internet of Things

Adaptive participant selection in heterogeneous federated learning

Rana Albelaihi Information

University

Position

___

Citations(all)

100

Citations(since 2020)

100

Cited By

0

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Rana Albelaihi Skills & Research Interests

Machine Learning

Federated Learning

Internet of Things (IoT)

Data Privacy

Reinforcement Learning

Top articles of Rana Albelaihi

Dynamic Client Clustering, Bandwidth Allocation, and Workload Optimization for Semi-synchronous Federated Learning

arXiv preprint arXiv:2403.06900

2024/3/11

Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning

Future Internet

2023/10/26

Mitigating the Risks of Malware Attacks with Deep Learning Techniques

Electronics

2023/7/21

Deep reinforcement learning assisted client selection in non-orthogonal multiple access based federated learning

IEEE Internet of Things Journal

2023/4/5

Backhaul-aware drone base station placement and resource management for FSO-based drone-assisted mobile networks

IEEE Transactions on Network Science and Engineering

2023/1/2

Green federated learning via energy-aware client selection

2022/12/4

Adaptive Federated Learning for the Internet of Things

2022

Rana Albelaihi
Rana Albelaihi

H-Index: 0

Adaptive participant selection in heterogeneous federated learning

2021/12/7

Jointly optimizing client selection and resource management in wireless federated learning for internet of things

IEEE Internet of Things Journal

2021/8/10

Caching IoT Resources in Green Brokers at the Application Layer

2020/11/12

See List of Professors in Rana Albelaihi University(University of New Mexico)

Co-Authors

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