Proof Test of Chaos-Based Hierarchical Network Control Using Packet-Level Network Simulation

Yusuke SAKUMOTO; Chisa TAKANO; Masaki AIDA; Masayuki MURATA

doi:10.1587/transcom.2015EBP3256

Proof Test of Chaos-Based Hierarchical Network Control Using Packet-Level Network Simulation

Yusuke SAKUMOTO, Chisa TAKANO, Masaki AIDA, Masayuki MURATA

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Computer networks require sophisticated control mechanisms to realize fair resource allocation among users in conjunction with efficient resource usage. To successfully realize fair resource allocation in a network, someone should control the behavior of each user by considering fairness. To provide efficient resource utilization, someone should control the behavior of all users by considering efficiency. To realize both control goals with different granularities at the same time, a hierarchical network control mechanism that combines microscopic control (i.e., fairness control) and macroscopic control (i.e., efficiency control) is required. In previous works, Aida proposed the concept of chaos-based hierarchical network control. Next, as an application of the chaos-based concept, Aida designed a fundamental framework of hierarchical transmission rate control based on the chaos of coupled relaxation oscillators. To clarify the realization of the chaos-based concept, one should specify the chaos-based hierarchical transmission rate control in enough detail to work in an actual network, and confirm that it works as intended. In this study, we implement the chaos-based hierarchical transmission rate control in a popular network simulator, ns-2, and confirm its operation through our experimentation. Results verify that the chaos-based concept can be successfully realized in TCP/IP networks.

Publication: IEICE TRANSACTIONS on Communications Vol.E99-B No.2 pp.402-411

Publication Date: 2016/02/01

Publicized

Online ISSN: 1745-1345

DOI: 10.1587/transcom.2015EBP3256

Type of Manuscript: PAPER

Category: Network

Authors

Yusuke SAKUMOTO
  Tokyo Metropolitan University
Chisa TAKANO
  Hiroshima City University
Masaki AIDA
  Tokyo Metropolitan University
Masayuki MURATA
  Osaka University

Keyword

chaos, hierarchical network architecture, congestion control, TCP global synchronization, TCP (transmission control protocol), RED (random early detection)

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Yusuke SAKUMOTO, Chisa TAKANO, Masaki AIDA, Masayuki MURATA, "Proof Test of Chaos-Based Hierarchical Network Control Using Packet-Level Network Simulation" in IEICE TRANSACTIONS on Communications, vol. E99-B, no. 2, pp. 402-411, February 2016, doi: 10.1587/transcom.2015EBP3256.
Abstract: Computer networks require sophisticated control mechanisms to realize fair resource allocation among users in conjunction with efficient resource usage. To successfully realize fair resource allocation in a network, someone should control the behavior of each user by considering fairness. To provide efficient resource utilization, someone should control the behavior of all users by considering efficiency. To realize both control goals with different granularities at the same time, a hierarchical network control mechanism that combines microscopic control (i.e., fairness control) and macroscopic control (i.e., efficiency control) is required. In previous works, Aida proposed the concept of chaos-based hierarchical network control. Next, as an application of the chaos-based concept, Aida designed a fundamental framework of hierarchical transmission rate control based on the chaos of coupled relaxation oscillators. To clarify the realization of the chaos-based concept, one should specify the chaos-based hierarchical transmission rate control in enough detail to work in an actual network, and confirm that it works as intended. In this study, we implement the chaos-based hierarchical transmission rate control in a popular network simulator, ns-2, and confirm its operation through our experimentation. Results verify that the chaos-based concept can be successfully realized in TCP/IP networks.
URL: https://globals.ieice.org/en_transactions/communications/10.1587/transcom.2015EBP3256/_p

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@ARTICLE{e99-b_2_402,
author={Yusuke SAKUMOTO, Chisa TAKANO, Masaki AIDA, Masayuki MURATA, },
journal={IEICE TRANSACTIONS on Communications},
title={Proof Test of Chaos-Based Hierarchical Network Control Using Packet-Level Network Simulation},
year={2016},
volume={E99-B},
number={2},
pages={402-411},
abstract={Computer networks require sophisticated control mechanisms to realize fair resource allocation among users in conjunction with efficient resource usage. To successfully realize fair resource allocation in a network, someone should control the behavior of each user by considering fairness. To provide efficient resource utilization, someone should control the behavior of all users by considering efficiency. To realize both control goals with different granularities at the same time, a hierarchical network control mechanism that combines microscopic control (i.e., fairness control) and macroscopic control (i.e., efficiency control) is required. In previous works, Aida proposed the concept of chaos-based hierarchical network control. Next, as an application of the chaos-based concept, Aida designed a fundamental framework of hierarchical transmission rate control based on the chaos of coupled relaxation oscillators. To clarify the realization of the chaos-based concept, one should specify the chaos-based hierarchical transmission rate control in enough detail to work in an actual network, and confirm that it works as intended. In this study, we implement the chaos-based hierarchical transmission rate control in a popular network simulator, ns-2, and confirm its operation through our experimentation. Results verify that the chaos-based concept can be successfully realized in TCP/IP networks.},
keywords={},
doi={10.1587/transcom.2015EBP3256},
ISSN={1745-1345},
month={February},}

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TY - JOUR
TI - Proof Test of Chaos-Based Hierarchical Network Control Using Packet-Level Network Simulation
T2 - IEICE TRANSACTIONS on Communications
SP - 402
EP - 411
AU - Yusuke SAKUMOTO
AU - Chisa TAKANO
AU - Masaki AIDA
AU - Masayuki MURATA
PY - 2016
DO - 10.1587/transcom.2015EBP3256
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E99-B
IS - 2
JA - IEICE TRANSACTIONS on Communications
Y1 - February 2016
AB - Computer networks require sophisticated control mechanisms to realize fair resource allocation among users in conjunction with efficient resource usage. To successfully realize fair resource allocation in a network, someone should control the behavior of each user by considering fairness. To provide efficient resource utilization, someone should control the behavior of all users by considering efficiency. To realize both control goals with different granularities at the same time, a hierarchical network control mechanism that combines microscopic control (i.e., fairness control) and macroscopic control (i.e., efficiency control) is required. In previous works, Aida proposed the concept of chaos-based hierarchical network control. Next, as an application of the chaos-based concept, Aida designed a fundamental framework of hierarchical transmission rate control based on the chaos of coupled relaxation oscillators. To clarify the realization of the chaos-based concept, one should specify the chaos-based hierarchical transmission rate control in enough detail to work in an actual network, and confirm that it works as intended. In this study, we implement the chaos-based hierarchical transmission rate control in a popular network simulator, ns-2, and confirm its operation through our experimentation. Results verify that the chaos-based concept can be successfully realized in TCP/IP networks.
ER -