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Title: Ahmed Zahran: Innovator in Cellular Network Throughput Prediction
Introduction
Ahmed Zahran is a notable inventor based in Cork, Ireland. He has made significant contributions to the field of cellular networks, particularly in the area of throughput prediction. With a total of three patents to his name, Zahran's work is recognized for its innovative approach to enhancing network performance.
Latest Patents
One of Ahmed Zahran's latest patents is titled "System and method for throughput prediction for cellular networks." This invention involves a method where a processing system identifies various performance indicators, including device performance indicators for multiple communication devices and network performance indicators for the cellular network. The method also entails obtaining historical data regarding these performance indicators over a series of time points during a past period. This historical data forms an array of values for each performance indicator. Furthermore, the method generates a set of inputs to an algorithm designed to predict the throughput of the cellular network during a future time period. The inputs include quantiles of the array, and the algorithm utilizes machine learning techniques. Other embodiments of this invention are also disclosed.
Career Highlights
Throughout his career, Ahmed Zahran has worked with prominent organizations such as AT&T Intellectual Property and University College Cork. His experience in these institutions has allowed him to develop and refine his innovative ideas in the telecommunications sector.
Collaborations
Ahmed Zahran has collaborated with notable colleagues, including Cormac John Sreenan and Rittwik Jana. These collaborations have contributed to the advancement of his research and inventions.
Conclusion
Ahmed Zahran is a distinguished inventor whose work in cellular network throughput prediction showcases his expertise and innovative spirit. His contributions are paving the way for advancements in telecommunications technology.
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