Akhila Rao
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Kista
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I am an industrial PhD student at KTH and a researcher at RISE SICS under the supervision of Dr. Rebecca Steinert. I have a Masters degree from KTH in wireless systems and a Bachelors degree from VTU, Bangalore, India in electronics and communication. My research is in the field of intelligent network management to enable solutions for next generation networked systems and services. I am interested in the application of probabilistic methods and learning algorithms to address emerging challenges in network monitoring and management.
Ask me about
Publications
Ask me about
Publications
- Practical Machine Learning for Predictions in Mobile Networks
- Self-Supervised Pretraining for User Performance Prediction Under Scarce Data C…
- Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Netwo…
- Machine Learning at the Mobile Edge : The Case of Dynamic Adaptive Streaming Ov…
- Prediction and exposure of delays from a base station perspective in 5G and bey…
- Machine Learning at the Mobile Edge : The Case of Dynamic Adaptive Streaming ov…
- Towards Intelligent Industry 4.0 5G Networks : A First Throughput and QoE Measu…
- ML-Driven DASH Content Pre-Fetching in MEC-Enabled Mobile Networks