Seifu Birhanu Tadele

I am highly motivated to pursue a career in higher education, with a proven ability to quickly adapt to new technologies and address complex global challenges. My expertise includes recent advancements in deep learning, particularly optimization in cloud, edge, and vehicular fog computing. I possess strong interpersonal communication skills and thrive in collaborative environments, engaging effectively with individuals from diverse backgrounds. I am seeking a competitive and dynamic opportunity where I can contribute meaningfully to the community while further advancing my professional growth.

• Data structures
• Advanced Programming in Java
• Objective oriented Programming in Java
• Operating System
• C++ Programming I
• C++ Programming II
• Internet Programming

• Communication
• Problem solving
• Data collections
• Data analysis
• Creative
• Research writing
• Critical thinking
• Team work

• Certificate for a research method and grant writing training at Wolkite University, Ethiopia.
• Certificate for a higher diploma training program at Wolkite University, Ethiopia.
• Certificate for public lecture speaker at Wolkite University, Ethiopia.
• Certificate for Linux training at Addis Ababa University, Ethiopia.
• Certificate for computer maintenance training at Jimma University, Ethiopia.

• Cloud computing, multi-access edge computing, fog computing
• Optimization (Latency, Energy, and Age of Information (AoI)) for 5g Networks
• Machine learning
• Artificial Intelligence (DRL and federated learning) for 5g Networks

• Optimizing the Ratio-Based Offloading in Federated Cloud-Edge Systems: A MADRL Approach, Seifu Birhanu Tadele, Widhi Yahya, Binayak Kar, Ying-Dar Lin, Yuan-Cheng Lai, and Frezer Guteta Wakgra, IEEE Transactions on Network Science and Engineering, 12, 1, 463 - 475, 11/01/24
• Optimization of End-to-End AoI in Edge-Enabled Vehicular Fog Systems: A Dueling-DQN Approach, Seifu Birhanu Tadele, Binayak Kar, Frezer Guteta Wakgra, and Asif Uddin Khan, IEEE Internet of Things Journal, 12, 1, 843 - 853, 10/01/24
• Ratio-Based Offloading Optimization for Edge and Vehicular-Fog Federated Systems: A Multi-Agent TD3 Approach, Frezer Guteta Wakgra, Widhi Yahya, Binayak Kar, Yuan-Cheng Lai, Ying-Dar Lin, and Seifu Birhanu Tadele, IEEE Transactions on Vehicular Technology, 73, 11, 17684 - 17696, 11/01/24
• Multi-Objective Offloading Optimization in MEC and Vehicular-Fog Systems: A Distributed-TD3 Approach, Frezer Guteta Wakgra, Binayak Kar, Seifu Birhanu Tadele, Shan-Hsiang Shen, and Asif Uddin Khan, IEEE Transactions on Intelligent Transportation Systems, 25, 11, 16897-16909, 11/01/24
• CRAMP: Clustering-based RANs Association and MEC Placement for Delay-Sensitive Applications, Saumyaranjan Dash, Asif Uddin Khan, Binayak Kar, Santosh Kumar Swain, Primatar Kuswiradyo, Seifu Birhanu Tadele, and Frezer Guteta Wakgra, Journal of Network and Computer Applications, 227, 103893, 05/01/24

• Optimizing AoI in Mobility-based Vehicular Fog Networks: A Dueling-DDQN Approach, Seifu Birhanu Tadele, Binayak Kar, Frezer Guteta Wakgra, and Madhusanka Liyanage, IEEE International Conference on Communications (ICC), 06/01/25, Montreal, Canada
• Mobility-Aware Multi-Objective Offloading Optimization in MEC and Vehicular-Fog Systems: A Waited-Ratio Based TD3 Approach, Frezer Guteta Wakgra, Binayak Kar, Seifu Birhanu Tadele, Krishna M. Sivalingam, and Madhusanka Liyanage, IEEE International Conference on Communications (ICC), 06/01/25, Montreal, Canada