진학프로석·박사 채용 접수 플랫폼

MISSIONS:

As Internet of Things (IoT) and IoT-Edge-Cloud continuum technologies advance, physical environments are becoming increasingly equipped with sensors, fuelling the development of smart space ecosystems. Massive quantities of data produced by IoT devices revolutionize the way such ecosystems operate via the exploitation of AI models/services. This has led to the emergence of the so-called Artificial Intelligence of Things systems. In general, designing techniques to promote robustness, efficiency and continual operation of IoT systems requires realistic and trustworthy data at scale. The research scope of MEDIATE aims at providing trustworthy AI models for continual, energy-efficient and robust operation of AIoT systems by relying on the emerging concepts of AI-as-a-Service and Computing-as-a-Service.

We are looking to hire one Postdoctoral Researcher for an initial duration of one year, with a possibility for extension by up to one or two additional years. The chosen candidate will become a member of the DiSSEM Team (https://www.inf.telecom-sudparis.eu/dissem/) at Telecom SudParis, working under the guidance of Georgios Bouloukakis.

ACTIVITIES:

The selected candidate will conduct research for efficient and continual AIoT system operation. In particular:

1. ML-enabled and scalable synthetic data generation.
2. Federated Learning (FL) of compact representations to minimize the data needs and manipulations.
3. Adaptive distribution and optimization of AI inferencing in the cloud-edge computing continuum.