Author: Miguel Román

Miguel A. Román is our expert on big data and machine learning. He has spent his entire professional career developing software and is now working on his PhD in machine learning (ML) at the University of Alicante, Spain. When Miguel first recognized the potential of ML in tasks that any standard programming framework could not achieve, he felt as if he knew nothing about computing. Since then, he’s hooked, enjoying the challenge of incorporating the benefits of ML into mobile network testing solutions. For him, the possibility to store and process big amounts of data, combined with ML, offers companies an unprecedented level of decision-making and automation.

By | November 7, 2018 | 422 views
 

Machine learning in mobile network testing (part 1)

Artificial intelligence (AI) has vast applications in the telecom industry, from anomaly detection to network optimization and utilization; and AI could lead to various new revenue streams. Many telecom leaders believe that machine learning (ML) will be the key to derive and infer user behavior and expectations. It aims to increase the user’s quality of experience (QoE) and reduce customer…

 
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