Detail publikace

Impact of the stochastic features of the Push-Sum protocol on the variance of its convergence rate

KENYERES, M. KENYERES, J. ŠKORPIL, V.

Originální název

Impact of the stochastic features of the Push-Sum protocol on the variance of its convergence rate

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

In this paper, we analyze the effect of the stochastic features of the Push-sum protocol on the variance of its convergence rate. We have provided the theoretical introduction and executed the experiments on 10 randomly generated topologies (the experiments were repeated 1000 times for each topology). The second experiment consists of the analysis of the behavior of the parameter estimation. We analysed the gained results and the theoretical conclusions have been derived.

Klíčová slova

distributed computing; distributed signal processing; Push-sum protocol; gossip-based aggregation algorithms

Autoři

KENYERES, M.; KENYERES, J.; ŠKORPIL, V.

Rok RIV

2015

Vydáno

1. 10. 2015

ISSN

1214-9675

Periodikum

Access Server

Ročník

2015

Číslo

3

Stát

Česká republika

Strany od

1

Strany do

4

Strany počet

4

URL

http://access.feld.cvut.cz/view.php?nazevclanku=impact-of-the-stochastic-features-of-the-push-sum-protocol-on-the-variance-of-its-convergence-rate&cisloclanku=2015100001

BibTex

@article{BUT117380,
  author="Martin {Kenyeres} and Jozef {Kenyeres} and Vladislav {Škorpil}",
  title="Impact of the stochastic features of the Push-Sum protocol on the variance of its convergence rate",
  journal="Access Server",
  year="2015",
  volume="2015",
  number="3",
  pages="1--4",
  issn="1214-9675",
  url="http://access.feld.cvut.cz/view.php?nazevclanku=impact-of-the-stochastic-features-of-the-push-sum-protocol-on-the-variance-of-its-convergence-rate&cisloclanku=2015100001"
}