Network Intelligence through Application-awareness.
Current Research Directions
Developing Edge/Cloud synergies for cloud-native networks with applications to 5G networks, multi-access edge and data-intensive science.
AI/ML for Softwarized Networks
Approaches combining application-awareness, machine learning and data analytics for managing SDN-based cyberinfrastructures.
Cloud Function Accelerators
Novel solutions to optimize cloud hyperscaler efficiencies using function accelerators for network and data processing tasks.
Research focusing on SDN for network management, monitoring and differentiated services of data-intensive networks.
Programmable Data Planes
Exploring programmable networks and data planes for in-network computing, policy enforcement, security and optimized traffic processing.
Solutions for securing data-intensive networks using flexible, composable and virtualized network security architectures and frameworks.