A new method to decode how DNA 'switches' control gene activity

DNA is the blueprint of life. Genes encode proteins and serve as the body's basic components. However, building a functioning ...
IEEE

Optimizing Resource Fragmentation in Virtual Network Function Placement Using Deep Reinforcement Learning

Abstract: In the 6G wireless era, the strategical deployment of Virtual Network Functions (VNFs) within a network infrastructure that optimizes resource utilization while fulfilling performance ...
IEEE

Cost-Aware SFC Collaborative Scaling Based on Multiagent RL With Stackelberg Game

Abstract: With the exponential growth of network computing demands, service function chain (SFC) scaling can meet the evolving demands and provide more service functionalities, which is crucial for ...