Twin Prime, Inc.

Salesforce Com, Inc.

Russell Larsen

Satish Raghunath

Shauli Gal

Kartikeya Chandrayana

Maria Garcia Cerdeno

Radha Krishna Pagadala

Wojciech A Koszek

Gabriel Tavridis

A system for improving network data communications performance between end-user devices and content origin servers. A plurality of accelerators are distributed across a network and communicate with end-user devices and content origin servers. Software development kits installed on end-user devices monitor control channel data traffic between the end-user devices and accelerators. Various data traffic efficiency approaches are implemented by the software development kits on the end-user devices and the plurality of accelerators resulting in improved data communications links between the end-user devices and the content origin servers.

Network traffic accelerator

A dynamic approach to optimizing configuration of network parameters is presented. By gathering operational contexts and aggregating optimized network performance data against a baseline, a training data set may be generated. Client-side policies are determined, in part, by applying machine learning techniques on the training data set to achieve desired outcomes. Data delivery strategies are compiled at user devices to deliver content using the optimized network configuration values based on the operating contexts.

Endpoint-based mechanism to apply network optimization

Growing community of inventors

Santa Clara, CA, United States of America

Russell Larsen