@inproceedings{4fbf6e19f11e4e49b60872bc9beba2b1,
title = "Asynchronous latency analysis on decentralized iterative algorithms for large scale networked systems",
abstract = "Decentralized methods are often desirable for solving many control and optimization problems for large scale networked systems. Convergence of the decentralized iterative method may be affected by the delay caused by communication and computation. This paper investigates the latency impact of asynchronous decentralized algorithms with the contractive property on convergence. An asynchronous decentralized algorithm is presented with its convergence conditions and the theoretical upper bound of latency is derived. Numerical examples are shown to demonstrate the effectiveness of the algorithm, and the testing results are analyzed.",
keywords = "Networked system, convergence, decentralized, latency",
author = "Zhe Liu and Xi Chen and Ziyan Jiang and Lifeng Qiao and Xiaohong Guan",
year = "2013",
month = oct,
day = "18",
language = "英语",
isbn = "9789881563835",
series = "Chinese Control Conference, CCC",
publisher = "IEEE Computer Society",
pages = "6900--6905",
booktitle = "Proceedings of the 32nd Chinese Control Conference, CCC 2013",
note = "32nd Chinese Control Conference, CCC 2013 ; Conference date: 26-07-2013 Through 28-07-2013",
}