INTERNET PROTOCOL FOR DISTRIBUTED AVERAGING

Patent №

US 8,799,392

Granted

2014-08-05

Filed 2005

Owner

CALIFORNIA INSTITUTE OF TECHNOLOGY

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11210720

The scheme of the invention addresses practical concerns that arise in actual implementations on packet-switched communication networks such as the Internet. The system includes several implementable algorithms that are robust to asynchronism and dynamic topology changes. The algorithms are distributed and do not require any global coordination. In addition, they can be proven to converge under very general asynchronous timing assumptions. The system of the invention provides a distributed protocol for averaging the values of several real numbers associated with members of a peer-to-peer network. The system implements a pair-wise communication protocol between nodes with each node having a state value that is incrementally driven to the average of the distributed values. At each node, received state values from neighboring nodes, along with local step-wise values, are used to update the local state value. Embodiments include schemes to allow ordered processing in an asynchronous environment and to prevent message deadlock.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.99
Evolutionary computation0.01
Natural language0.00
Vision0.00
Planning0.00
Speech0.00

Ownership

CALIFORNIA INSTITUTE OF TECHNOLOGY

assignment · 169130060

Assignors

MEHYAR, MORTADA, SPANOS, DEMETRI

On an employer assignment, the assignors are typically the inventors.

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