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Using a Renormalization Group to Create Ideal Hierarchical Network Architecture with Time Scale Dependency
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This paper employs the nature-inspired approach to investigate the ideal architecture of communication networks as large-scale and complex systems. Conventional architectures are hierarchical with respect to the functions of network operations due entirely to implementation concerns and not to any fundamental conceptual benefit. In contrast, the large-scale systems found in nature are hierarchical and demonstrate orderly behavior due to their space/time scale dependencies. In this paper, by examining the fundamental requirements inherent in controlling network operations, we clarify the hierarchical structure of network operations with respect to time scale. We also describe an attempt to build a new network architecture based on the structure. In addition, as an example of the hierarchical structure, we apply the quasi-static approach to describe user-system interaction, and we describe a hierarchy model developed on the renormalization group approach.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E95-B No.5 pp.1488-1500
- Publication Date
- 2012/05/01
- Publicized
- Online ISSN
- 1745-1345
- DOI
- 10.1587/transcom.E95.B.1488
- Type of Manuscript
- Special Section INVITED PAPER (Special Section on Frontiers of Information Network Science)
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Masaki AIDA, "Using a Renormalization Group to Create Ideal Hierarchical Network Architecture with Time Scale Dependency" in IEICE TRANSACTIONS on Communications,
vol. E95-B, no. 5, pp. 1488-1500, May 2012, doi: 10.1587/transcom.E95.B.1488.
Abstract: This paper employs the nature-inspired approach to investigate the ideal architecture of communication networks as large-scale and complex systems. Conventional architectures are hierarchical with respect to the functions of network operations due entirely to implementation concerns and not to any fundamental conceptual benefit. In contrast, the large-scale systems found in nature are hierarchical and demonstrate orderly behavior due to their space/time scale dependencies. In this paper, by examining the fundamental requirements inherent in controlling network operations, we clarify the hierarchical structure of network operations with respect to time scale. We also describe an attempt to build a new network architecture based on the structure. In addition, as an example of the hierarchical structure, we apply the quasi-static approach to describe user-system interaction, and we describe a hierarchy model developed on the renormalization group approach.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.E95.B.1488/_p
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@ARTICLE{e95-b_5_1488,
author={Masaki AIDA, },
journal={IEICE TRANSACTIONS on Communications},
title={Using a Renormalization Group to Create Ideal Hierarchical Network Architecture with Time Scale Dependency},
year={2012},
volume={E95-B},
number={5},
pages={1488-1500},
abstract={This paper employs the nature-inspired approach to investigate the ideal architecture of communication networks as large-scale and complex systems. Conventional architectures are hierarchical with respect to the functions of network operations due entirely to implementation concerns and not to any fundamental conceptual benefit. In contrast, the large-scale systems found in nature are hierarchical and demonstrate orderly behavior due to their space/time scale dependencies. In this paper, by examining the fundamental requirements inherent in controlling network operations, we clarify the hierarchical structure of network operations with respect to time scale. We also describe an attempt to build a new network architecture based on the structure. In addition, as an example of the hierarchical structure, we apply the quasi-static approach to describe user-system interaction, and we describe a hierarchy model developed on the renormalization group approach.},
keywords={},
doi={10.1587/transcom.E95.B.1488},
ISSN={1745-1345},
month={May},}
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TY - JOUR
TI - Using a Renormalization Group to Create Ideal Hierarchical Network Architecture with Time Scale Dependency
T2 - IEICE TRANSACTIONS on Communications
SP - 1488
EP - 1500
AU - Masaki AIDA
PY - 2012
DO - 10.1587/transcom.E95.B.1488
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E95-B
IS - 5
JA - IEICE TRANSACTIONS on Communications
Y1 - May 2012
AB - This paper employs the nature-inspired approach to investigate the ideal architecture of communication networks as large-scale and complex systems. Conventional architectures are hierarchical with respect to the functions of network operations due entirely to implementation concerns and not to any fundamental conceptual benefit. In contrast, the large-scale systems found in nature are hierarchical and demonstrate orderly behavior due to their space/time scale dependencies. In this paper, by examining the fundamental requirements inherent in controlling network operations, we clarify the hierarchical structure of network operations with respect to time scale. We also describe an attempt to build a new network architecture based on the structure. In addition, as an example of the hierarchical structure, we apply the quasi-static approach to describe user-system interaction, and we describe a hierarchy model developed on the renormalization group approach.
ER -
English
