Postdoctoral Researcher

T-pro; Leinster; On-site; EUR 45,000 - 59,000; Full time

Job summary

A leading company is hiring a Post-doctoral Research Fellow for 18 months in innovative conflict management for Open-RAN technology. The role involves developing a framework utilizing game theory and AI/ML for enhanced network performance. Candidates with a PhD and expertise in conflict resolution strategies are encouraged to apply. The position offers a competitive salary range and opportunities for collaboration with industry giants.

Qualifications

• Experience in conflict resolution strategies within Open-RAN systems.
• Strong foundation in game theory and AI/ML techniques.
• Theoretical and experimental validation skills in research.

Responsibilities

• Develop innovative strategies for managing conflicts in Open-RAN.
• Create a framework for proactive conflict detection using AI/ML.
• Collaborate with industry partners on project outcomes.

Skills

Game theory

AI/ML

Conflict management

Education

PhD in Computer Science or related field

Job description

We are hiring a Post-doctoral Research Fellow, UCD School of Computer Science, 18 months post

Data-Driven xApps Conflict Management in Open-RAN

This project is funded by the SFI Research Centre CONNECT and aims to develop innovative strategies for managing conflicts between multiple xApps in Open Radio Access Networks (Open-RAN). Open-RAN represents a significant shift from single-vendor to multi-vendor deployments, allowing for more competition and integration of AI/ML functionalities. However, this approach creates challenges, such as conflicting network parameter changes by independently operating xApps. The project focuses on creating a comprehensive framework using game theory and AI/ML-based prediction models to proactively detect and resolve both direct and indirect conflicts between xApps, enhancing network performance and reliability.

The project will involve theoretical development and experimental validation using the OpenIreland o-RAN facilities at CONNECT. Outcomes will include a proactive conflict detection and management system for multi-vendor xApps, contributions to open-source software, and alignment with standardization efforts within the Open Networking Foundation (ONF) and the O-RAN Alliance. Collaborations with industry partners like Intel, VMWare/Broadcom, and others will help translate these innovations into practical solutions for next-generation wireless networks.

PD1 Salary Range: €45,847 - €52,339 per annum or PD2Salary Range: €53,770 - €58,479 per annum

Appointment on the above range will be dependent upon qualifications and experience.

Closing date: 12:00 noon (local Irish time) on the10 June 2025.

Apply here: https://lnkd.in/g_jeUSyy

with Job Ref: 018623

Seniority level

• Seniority level

  Internship

Employment type

• Employment type

  Full-time

Job function

• Job function

  Research, Analyst, and Information Technology

• Industries

  Higher Education

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