Connecting Intelligence Sustainably
At Lincs Lab, a premier research facility at École Polytechnique Montréal, we conduct leading-edge research in the design and evolution of next-generation communication networks, with a focus on the convergence of communications, artificial intelligence (AI), and security.
Our work addresses the core challenges of , ultra-high-speed connectivity, diverse data types, and latency-critical applications, while tackling complex requirements around real-time orchestration, resource efficiency, and network resilience.
Next-Generation Networks, AI-Native Orchestration and Security:
We focus on AI-native approaches to dynamic resource orchestration, adaptive service provisioning, and end-to-end security in evolving architectures such as 5G, 6G, and beyond. Our work supports secure and reliable connectivity for Autonomous Systems, Digital Twins, Industrial IoT (IIoT) applications.Federated Learning and Frugal Edge Intelligence:
We develop scalable, privacy-preserving learning techniques tailored for the edge. Our research tackles key challenges in data heterogeneity, limited compute environments, and secure collaborative learning, enabling intelligent decision-making closer to the user while minimizing resource consumption.Quantum Computing and Quantum Communications:
We explore how quantum technologies can redefine communication and computation. Our research includes quantum-enhanced security, quantum machine learning, and quantum optimization, for resource allocation, for autonomous agent planning, prediction and preemptive control, and for the security for next-generation networks.
At Lincs Lab, we are not just keeping pace with technological evolution, we are shaping it.
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