Automated Configuration of Router Port Queues via Model-Based Reinforcement Learning. - Ajay Kattepur; Sushanth David; Swarup Mohalik (ICC Workshops, 2021)

Malta: Multi-Agent Reinforcement Learning for Differentiated Services in Fat Tree Networks. - Ajay Kattepur; Sushanth David (NFV-SDN, 2021)

Model-based reinforcement learning for router port queue configurations. - Ajay Kattepur; Sushanth David; Swarup Kumar Mohalik (Intell. Converged Networks, 2021)

Madelyn: Multi-Domain Multi-Agent Reinforcement Learning for Data-center Networks. - Ajay Kattepur; Sushanth David (COMPSAC, 2022)

MUESLI: Multi-objective Radio Resource Slice Management via Reinforcement Learning. - Ajay Kattepur; Sushanth David; Swarup Mohalik (NetSoft, 2022)

The Cost of Quality of Service: SLA Aware VNF Placement and Routing Using Column Generation. - Andrew Murray; Ashwin Arulselvan; Marc Roper; Michael Cashmore; Swarup Kumar Mohalik; Ian Burdick; Sushanth David (RNDM, 2023)