METHODS AND SYSTEMS FOR MAKING EFFECTIVE USE OF SYSTEM RESOURCES

摘要

Methods and systems for making effective use of system resources. A plurality of requests for access to a resource are received. Each request has an associated group of features. The group of features for each request is analyzed to collect observations about the plurality of requests. A function to predict an outcome of a subsequent request is generated based on the observations. Resources are allocated to service the subsequent request based on the function.

主权项

1. A method comprising:
receiving a plurality of requests for access to a resource with a training module of a database system provided by one or more computing devices, each request having an associated group of features to be mapped to classes in a database environment; generating a statistical model with the training module for each database instance within the database environment; predicting an execution time and a number of rows for a subsequent request based on the statistical model; and allocating resources in the database environment to service the subsequent request based on the predicted execution time and number of rows.