Netflix Inc.

Google Inc.

Gaurav Agrawal

Justin Derrick Basilico

Prasanna Padmanabhan

Mehmet Yilmaz

Richard Wellington

Vivek Kaushal

David Gevorkyan

Ajinkya More

Michael David Hutton

Georgios Konstadinidis

Safeen Huda

Lluis-Miquel Munguia

A method and system for controlling performance of a workload partitioned among a plurality of accelerator chips of a multi-chip system. One or more processors may receive performance speed data for each of the accelerator chips, obtain a model of the partitioned workload, determine a portion of the workload that is either overworked or underworked based on the model of the partitioned workload and the performance speed data for each of the plurality of accelerator chips, and adjust a performance speed of an accelerator chip that performs the portion of the partitioned workload that is either overworked or underworked.

Large-scale accelerator system energy performance optimization

The disclosed computer-implemented method may include accessing updated data structures that are to be included in a user interface functionality test, where the updated data structures contribute to a user interface. The method may also include accessing live or snapshotted data captured from services running in a production environment, initiating generation of a first user interface instance using the updated data structures and using the accessed live or snapshotted data, and initiating generation of a second user interface instance using a different version of the data structures and using the same accessed live or snapshotted data. The method further includes comparing the first user interface instance to the second user interface instance to identify differences and then determine which outcome-defining effects the updated data structures had on the user interface based on the identified differences between the user interfaces. Various other methods, systems, and computer-readable media are also disclosed.

Page simulation system

Growing community of inventors

San Jose, CA, United States of America

Gaurav Agrawal