Nature

Load balancing for cloud computing using optimized cluster based federated learning

Task scheduling and load balancing in cloud computing represent challenging NP-hard optimization problems that often result in inefficient resource utilization, elevated energy consumption, and ...
Nature

Dynamic multi objective task scheduling in cloud computing using reinforcement learning for energy and cost optimization

Efficient task scheduling in cloud computing is crucial for managing dynamic workloads while balancing performance, energy efficiency, and operational costs. This paper introduces a novel ...