11 Jul 2026Open access
A dynamic reward framework for scalable and efficient IoT-WSN routing using deep reinforcement learningPublisher siteScientific Reports, Energy Efficient Wireless Sensor Networks
Active, last published 2026
In software-defined networks and 5g
Beakal Gizachew
Assefa
Scholar“Research focused on Software-Defined Networks and 5G and adjacent fields.”
Addis Ababa University
Ethiopia
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01 · About the work
What I study
eakal Gizachew Assefa is a researcher working on Software-Defined Networks and 5G. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Beakal's work has been cited 407 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Software-Defined Networks and 5G×11Advanced Optical Network Technologies×8Caching and Content Delivery×4Cloud Computing and Resource Management×3Smart Agriculture and AI×3
04 · Where I am
Affiliations
Affiliation on published researchAddis Ababa Science and Technology University, EthiopiaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
4 works27 May 20249cites
From Algorithms to Architecture: Computational Methods for House Floorplan GenerationPublisher siteSN Computer Science, Architecture and Computational Design
21 Mar 2024Open access49cites
Medical Image Classifications Using Convolutional Neural Networks: A Survey of Current Methods and Statistical Modeling of the LiteraturePublisher siteMachine Learning and Knowledge Extraction, Brain Tumor Detection and Classification
1 Jan 2024Open access8cites
HouseGanDi: A Hybrid Approach to Strike a Balance of Sampling Time and Diversity in Floorplan GenerationPublisher siteIEEE Access, VLSI and FPGA Design Techniques
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