A method and apparatus for forecasting future values of a time series

摘要

A method of predicting at least one future value of a time series of data using a neural network by inputting information about a time such as the current time, into the neural network. For example, bandwidth levels can be predicted to forecast when bandwidth levels will exceed capacity or previously agreed threshold levels. The agreed levels may be specified, for example, in a service level agreement between a service provider and a customer. The predictor also predicts, how much excess there will be and how long this will occur for. This information is provided to the service provider/customer and also can be provided to an agent which comprises a computer system. This agent negotiates on behalf of the service provider (for example) and in this way new terms for an agreement between the two parties is obtained