PhD Opportunity in Energy-efficient QoE-aware Mobile Networks
il y a 1 mois
Position Overview
This PhD opportunity focuses on the intersection of energy efficiency and Quality of Experience (QoE) in the context of emerging Beyond 5G mobile networks. The successful candidate will engage in a collaborative research initiative between two teams at INRIA, COATI and DIANA, alongside the French National Research Agency.
Research Context
The project aims to deepen our understanding of the relationship between network traffic and user experience, particularly in applications such as video streaming, gaming, and virtual reality. Previous studies have laid the groundwork for methodologies to assess QoE, and this research will extend those methodologies to various applications beyond YouTube.
Key Responsibilities
The doctoral candidate will:
- Model the computational and network demands of new applications within B5G networks.
- Establish connections between application requirements and user-perceived QoE.
- Conduct experiments to analyze resource utilization and network traffic, employing machine learning techniques.
- Develop strategies for optimal resource management that balances energy consumption with user experience.
This research will leverage local platforms for experimentation and will contribute to a broader collaborative effort involving multiple French research institutions.
Required Skills
The ideal candidate should possess:
- Strong networking skills.
- Proficiency in programming and experimental design.
- Fluency in English.
Benefits
- Subsidized meals.
- Partial reimbursement for public transport.
- Generous leave policy including annual leave and additional days off.
- Flexible working hours and teleworking options after a designated period.
- Access to professional development and training opportunities.
- Comprehensive social security coverage.
Compensation
The position is funded for a duration of 36 months, with a competitive gross monthly salary structure.
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