Apple Inc.

Christophe Dumez

Gavin Barraclough

Umesh Suresh Vaishampayan

Andrew H Vyrros

Abhishek Bhowmick

Antti Koivisto

Embodiments described herein provide a privacy mechanism to protect user data when transmitting the data to a server that estimates a frequency of such data amongst a set of client devices. One embodiment uses a differential privacy mechanism to enhance a user experience by identifying particular websites that exhibit particular characteristics. In one embodiment, websites that are associated with a high resource consumption are identified. High resource consumption can be identified based on threshold of particular resources such as processor, memory, network bandwidth, and power usage.

User experience using privatized crowdsourced data

Disclosed herein is a technique for storing and managing a number of resources and sub-resources associated with web pages in a cache implemented by a web browser. Metadata associated with the sub-resources is captured and stored in the cache. The metadata can include relationship or dependency information associated with a main resource and the sub-resources associated with the main resource. The previously captured metadata is used to predict any sub-resources that will be needed to properly display the web page and the predicted sub-resources are requested from the web server concurrently with a request for the main resource associated with the web page.

Growing community of inventors

San Jose, CA, United States of America

Christophe Dumez