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Advanced Slice Isolation in 5G Networks: Integration of Cloud-Native Technologies, Edge Computing, and Machine Learning

Grant number: 25/05603-2
Support Opportunities:Scholarships in Brazil - Scientific Initiation
Start date: June 01, 2025
End date: May 31, 2026
Field of knowledge:Engineering - Electrical Engineering - Telecommunications
Principal Investigator:Tereza Cristina Melo de Brito Carvalho
Grantee:Nathan Rambo Prediger
Host Institution: Escola Politécnica (EP). Universidade de São Paulo (USP). São Paulo , SP, Brazil
Associated research grant:18/23097-3 - SFI2: slicing future internet infrastructures, AP.TEM

Abstract

The project proposes the investigation of new mechanisms to enhance the isolation of slices in 5G networks, leveraging the integration of cloud-native and edge computing tools. Additionally, the study will explore the use of machine learning techniques for the dynamic optimization of resource allocation, ensuring quality of service for critical applications. The research involves analyzing CPU constraints, bandwidth, and process prioritization, aiming to develop an experimental environment that enables the evaluation and comparison of different isolation strategies. (AU)

News published in Agência FAPESP Newsletter about the scholarship:
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