Cloud computing has been portrayed as synonym for distributed computing. It is a type of computing which relies on sharing computing resources on pay per usage basis. Therefore, minimizing cost of the infrastructure is of utmost importance. But minimizing the total cost of the cloud is not only the solution to generate revenue but multiple parameter like response time and efficiency also plays ...

Background Sleep disturbances are both risk factors for and symptoms of dementia. Current methods assessing sleep largely based on either polysomnography (PSG) which is costly inconvenient, or self- care-giver reports prone to measurement error. Low-cost monitor longitudinally at scale can be useful symptom development. Here, we develop deep learning models that use multimodal variables (accele...