US - based FittedCloud has added machine learning - based solutions to its Amazon Web Service ( AWS ) Cloud Optimization . As the number of users on AWS increases , FittedCloud 's new solution uses machine learning algorithms working in real - time to predict levels of use based on historical data . Kosuru, VP Engineering, DataXu The new DynamoDB resource optimization solution uses machine learning algorithms to predict applications usage patterns of DynamoDB tables based on past history. It prevents users having to waste time monitoring the cloud manually , and makes any adjustments based on CloudWatch alerts .
US - based FittedCloud has added machine learning - based solutions to its Amazon Web Service ( AWS ) Cloud Optimization . As the number of users on AWS increases , FittedCloud 's new solution uses machine learning algorithms working in real - time to predict levels of use based on historical data . It prevents users having to waste time monitoring the cloud manually , and makes any adjustments based on CloudWatch alerts .