Researcher
il y a 4 jours
**About the role**: **Multi-dimension resource allocation in 6G O-RAN evolution** Context Disaggregated 6G O-RAN architecture allows to combine solutions from different vendors. The openness of 6G O-RAN architecture allows Orange to integrates its own algorithms. The new architecture proposed by the O-RAN Alliance defines 3 levels of decision making (real time, near real time and non-real time) in a cloud based distributed architecture that also should take into consideration the compute resource allocation together with radio resources. O-RAN natively support AI/ML and optimization algorithms for both communication and computation resources. Objective This work aims at studying and developing multi-dimensional resource allocation mechanisms in the context of 6G O-RAN networks. It should take into consideration the support of both vertical communication across entities (e.g. for the radio resource communications between distributed and centralized units, and between O-CUs and the orchestration layer) and horizontal communications among resource controllers, happening not only at the orchestration layer but also at the near-real time scheduling level. - Identify performance and load metrics and KPIs - Joint radio/transport and compute resources allocation and scheduling - Propose evolution of O-RAN open interfaces for supporting targeted use cases - The expected outcome are: - Identify the most relevant use cases in the context of Heidis project - Develop a model that addresses both radio/transport and computing resources - Propose and implement algorithms based on Mathematical Optimization and AI - Performance evaluation and analysis - Final report **About you**: Post-doc with skills in: - Mathematical Optimization - Online optimization - Network virtualization / radio access networks - Fluent technical reading and writting, development skills - Some knowledge in AI techniques **Additional information**: **Department**: The ambition of the Innovation Division is to take Orange's innovation further and strengthen its technological leadership, by mobilizing our research capacities to nurture responsible innovation in the service of people, to inform the Group's strategic choices term and influence the global digital ecosystem. We train experts in the technologies of today and tomorrow, and ensure continuous improvement in the performance of our services and our efficiency. The Innovation division brings together 6,000 employees worldwide dedicated to research and innovation, including 740 researchers. Holders of a global vision with a wide variety of profiles (researchers, engineers, designers, developers, data scientists, sociologists, graphic designers, marketers, cybersecurity experts, etc.), the women and men of Innovation are attentive and countries, regions and business units to make Orange a trusted multi-service operator. "Within Innovation, you will be integrated into a research team at the forefront of innovation and expertise on the networks of the future (5G+, virtualization, fixed-mobile convergence, mobile edge computing, Named Data networking, ).You will be part of a research ecosystem alongside engineers of studies in anticipation (shorter term) allowing the concrete implementation of the concepts studied, benefiting from simulation platforms (4G/5G)”. **Contract**: Post Doc
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il y a 1 semaine
Reims, France Orange Temps plein**About the role**: Telecommunication networks virtualization will facilitate dynamic physical resources allocations to virtual functions and services. In particular, automatization of dynamic counter-measures (CM) placements and dynamic network reconfiguration (moving target defense - MTD) will be allowed. Some recent works aim at exploiting this capacity...
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il y a 2 semaines
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il y a 1 semaine
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il y a 13 heures
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il y a 9 heures
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