Amazon Technologies, Inc.

Si Yin

Mukul Vijay Karnik

Vishal Parakh

Antoun Joubran Kanawati

Ajay Gopalakrishnan

Omer Baluch

Kiran-Kumar Muniswamy-Reddy

Julio Delgado Mangas

Timothy Andrew Rath

Jared Scott Lundell

Bhupinder Singh Sidana

Kiran-Kumar Muniswamy Reddy

A resource management service implements techniques for provisioning a process with computing resources sufficient to process a query. A query is received and computing system resources sufficient to process the query are provisioned. A response to the query is generated by running the process with the provisioned computing system resources.

Resource management service

Prediction logic analyzes previous data usage activities of a customer process running on a host machine to generate a first prediction indicating that the customer process will request a first data set at a first time. The prediction logic retrieves the first data set from long-term storage and loads the first data set into memory on the host machine in advance of the first time in order to provide the customer process with access to first data set in the memory during a period between the first time and a second time. The prediction logic further generates a second prediction indicating that the customer process will not access the first data set for a threshold period of time after the second time and stores the first data set in the long-term storage at the second time.

Predictive loading and unloading of customer data in memory

A data analytics system may receive query definitions from which relationships between datasets may be identified. The query definitions may be analyzed to determine estimated costs and frequencies of combining a first and second dataset. Based on the cost and frequency, a combined dataset may be generated to by joining data from the first and second datasets. The combined dataset may be stored. Queries that comprise instructions to combine the first and second datasets may be processed by instead accessing the combined dataset.

Analysis engine data intake

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Seattle, WA, United States of America

Si Yin