Shruti Bothe

According to our database, Shruti Bothe authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-Task Learning as Enabler for General-Purpose AI-Native RAN.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin

Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023

Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran

CoRR, 2023

Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran

IEEE Commun. Surv. Tutorials, 2023

Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning.

Shruti Bothe, Hasan Farooq, Julien Forgeat, Kristijonas Cyras

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022

Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021

Coordinated Reinforcement Learning for Optimizing Mobile Networks.

Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson

CoRR, 2021

Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson

Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020

Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks.

Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran

Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020

2019

Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability?

Shruti Bothe, Haneya Naeem Qureshi, Ali Imran

IEEE Commun. Lett., 2019

Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks.

Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran

Proceedings of the International Conference on Computing, Networking and Communications, 2019