Fuzzy Reinforcement Learning Algorithm for Efficient Task Scheduling in Fog-Cloud IoT-Based Systems
In recent years, the number of IoT applications that require low latency has increased greatly. Traditional cloud servers cannot handle these applications due to strict latency requirements. Edge technologies like fog computing meet these ...
The Goodness of Nesting Containers in Virtual Machines for Server Consolidation
Virtualization and server consolidation are the technologies that govern today’s data centers, allowing both efficient management at the functionality level as well as at the energy and performance levels. There are two main ways to virtualize ...
Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration
Performance and cost-effectiveness are sustained by efficient management of resources in cloud computing. Current autoscaling approaches, when trying to balance between the consumption of resources and QoS requirements, usually fall short and end ...