Cloud Computing

Cloud computing provides on-demand access to shared computing resources, aiming to optimize resource utilization, enhance scalability, and improve efficiency across diverse applications. Current research focuses on improving resource allocation through machine learning algorithms (e.g., reinforcement learning, convolutional neural networks, and gradient boosting) and addressing security and privacy concerns using techniques like multi-party computation and data obfuscation. These advancements are significantly impacting various fields, from optimizing agricultural practices through remote sensing data analysis to enabling secure and efficient training of complex machine learning models, including quantum machine learning, in a distributed manner.