The cybersecurity threat landscape has lately become overly complex. Threat actors
leverage weaknesses in the network and endpoint security in a very coordinated manner to …

Dramatic changes in the way we collect and process data has facilitated the emergence of a
new era by providing customised services and products precisely based on the needs of …

The rapid growth of the internet usage and the distributed computing resources of edge
devices create a necessity to have a reasonable controller to ensure efficient utilization of …

Rapid adoption of mobile devices, coupled with the increase in prominence of mobile
applications and services, resulted in unprecedented infrastructure requirements for mobile …

Recent reinforcement learning approaches for continuous control in wireless mobile
networks have shown impressive results. But due to the lack of open and compatible …

Management and orchestration (MANO) of resources by virtual network functions (VNFs)
represents one of the key challenges towards a fully virtualized network architecture as …

Deep reinforcement learning (DRL) algorithms with experience replays have been used to
solve many sequential learning problems. However, in practice, DRL algorithms still suffer …