You are developing a machine learning model to predict fraudulent transactions for a hotel booking website. The website experiences significant fluctuations in traffic, with heavy usage on Mondays and Fridays, low traffic on other days, and high traffic during holidays. You need to deploy the model as a real-time web service endpoint on an Azure Machine Learning compute target that can automatically scale up and down to handle the variable demand.

Which compute type should you use for the deployment?