The Mathworks, Inc.

Benjamin Tordoff

Jocelyn Martin

Edric Mark Ellis

Penelope Anderson

Thomas Lane

Aaron J Powers

Lucio Andrade-Cetto

Richard Amos

Michael Procopio

Wei Wang

Danil Kirsanov

A device may include one or more processors. The device may receive program code that identifies operations to be performed with regard to a data set to determine an output value. The device may identify a plurality of read operations corresponding to the operations. The plurality of read operations may be performed to obtain respective inputs of the operations. The device may generate a first data structure that identifies the operations and the plurality of read operations. The device may identify two or more operations, of the operations, that receive a particular input. The device may generate a second data structure that includes a combined operation. The combined operation may be generated based on the two or more operations, and may be associated with fewer read operations than the two or more operations. The device may determine the output value based on the second data structure.

Big data read-write reduction

Growing community of inventors

Whittlesey, United Kingdom

Benjamin Tordoff