A Network Design Scheme in Delay Sensitive Monitoring Services

Akio KAWABATA; Takuya TOJO; Bijoy CHAND CHATTERJEE; Eiji OKI

doi:10.1587/transcom.2023EBP3010

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A Network Design Scheme in Delay Sensitive Monitoring Services

Akio KAWABATA, Takuya TOJO, Bijoy CHAND CHATTERJEE, Eiji OKI

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Summary :

Mission-critical monitoring services, such as finding criminals with a monitoring camera, require rapid detection of newly updated data, where suppressing delay is desirable. Taking this direction, this paper proposes a network design scheme to minimize this delay for monitoring services that consist of Internet-of-Things (IoT) devices located at terminal endpoints (TEs), databases (DB), and applications (APLs). The proposed scheme determines the allocation of DB and APLs and the selection of the server to which TE belongs. DB and APL are allocated on an optimal server from multiple servers in the network. We formulate the proposed network design scheme as an integer linear programming problem. The delay reduction effect of the proposed scheme is evaluated under two network topologies and a monitoring camera system network. In the two network topologies, the delays of the proposed scheme are 78 and 80 percent, compared to that of the conventional scheme. In the monitoring camera system network, the delay of the proposed scheme is 77 percent compared to that of the conventional scheme. These results indicate that the proposed scheme reduces the delay compared to the conventional scheme where APLs are located near TEs. The computation time of the proposed scheme is acceptable for the design phase before the service is launched. The proposed scheme can contribute to a network design that detects newly added objects quickly in the monitoring services.

Publication: IEICE TRANSACTIONS on Communications Vol.E106-B No.10 pp.903-914

Publication Date: 2023/10/01

Publicized: 2023/04/19

Online ISSN: 1745-1345

DOI: 10.1587/transcom.2023EBP3010

Type of Manuscript: PAPER

Category: Network Management/Operation

Authors

Akio KAWABATA
  Toyohashi University of Technology
Takuya TOJO
  NTT Network Service Systems Laboratories
Bijoy CHAND CHATTERJEE
  South Asian University
Eiji OKI
  Kyoto University

Keyword

IoT service, network design, edge computing, data analysis, low-delay network

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Akio KAWABATA, Takuya TOJO, Bijoy CHAND CHATTERJEE, Eiji OKI, "A Network Design Scheme in Delay Sensitive Monitoring Services" in IEICE TRANSACTIONS on Communications, vol. E106-B, no. 10, pp. 903-914, October 2023, doi: 10.1587/transcom.2023EBP3010.
Abstract: Mission-critical monitoring services, such as finding criminals with a monitoring camera, require rapid detection of newly updated data, where suppressing delay is desirable. Taking this direction, this paper proposes a network design scheme to minimize this delay for monitoring services that consist of Internet-of-Things (IoT) devices located at terminal endpoints (TEs), databases (DB), and applications (APLs). The proposed scheme determines the allocation of DB and APLs and the selection of the server to which TE belongs. DB and APL are allocated on an optimal server from multiple servers in the network. We formulate the proposed network design scheme as an integer linear programming problem. The delay reduction effect of the proposed scheme is evaluated under two network topologies and a monitoring camera system network. In the two network topologies, the delays of the proposed scheme are 78 and 80 percent, compared to that of the conventional scheme. In the monitoring camera system network, the delay of the proposed scheme is 77 percent compared to that of the conventional scheme. These results indicate that the proposed scheme reduces the delay compared to the conventional scheme where APLs are located near TEs. The computation time of the proposed scheme is acceptable for the design phase before the service is launched. The proposed scheme can contribute to a network design that detects newly added objects quickly in the monitoring services.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.2023EBP3010/_p

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@ARTICLE{e106-b_10_903,
author={Akio KAWABATA, Takuya TOJO, Bijoy CHAND CHATTERJEE, Eiji OKI, },
journal={IEICE TRANSACTIONS on Communications},
title={A Network Design Scheme in Delay Sensitive Monitoring Services},
year={2023},
volume={E106-B},
number={10},
pages={903-914},
abstract={Mission-critical monitoring services, such as finding criminals with a monitoring camera, require rapid detection of newly updated data, where suppressing delay is desirable. Taking this direction, this paper proposes a network design scheme to minimize this delay for monitoring services that consist of Internet-of-Things (IoT) devices located at terminal endpoints (TEs), databases (DB), and applications (APLs). The proposed scheme determines the allocation of DB and APLs and the selection of the server to which TE belongs. DB and APL are allocated on an optimal server from multiple servers in the network. We formulate the proposed network design scheme as an integer linear programming problem. The delay reduction effect of the proposed scheme is evaluated under two network topologies and a monitoring camera system network. In the two network topologies, the delays of the proposed scheme are 78 and 80 percent, compared to that of the conventional scheme. In the monitoring camera system network, the delay of the proposed scheme is 77 percent compared to that of the conventional scheme. These results indicate that the proposed scheme reduces the delay compared to the conventional scheme where APLs are located near TEs. The computation time of the proposed scheme is acceptable for the design phase before the service is launched. The proposed scheme can contribute to a network design that detects newly added objects quickly in the monitoring services.},
keywords={},
doi={10.1587/transcom.2023EBP3010},
ISSN={1745-1345},
month={October},}

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TY - JOUR
TI - A Network Design Scheme in Delay Sensitive Monitoring Services
T2 - IEICE TRANSACTIONS on Communications
SP - 903
EP - 914
AU - Akio KAWABATA
AU - Takuya TOJO
AU - Bijoy CHAND CHATTERJEE
AU - Eiji OKI
PY - 2023
DO - 10.1587/transcom.2023EBP3010
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E106-B
IS - 10
JA - IEICE TRANSACTIONS on Communications
Y1 - October 2023
AB - Mission-critical monitoring services, such as finding criminals with a monitoring camera, require rapid detection of newly updated data, where suppressing delay is desirable. Taking this direction, this paper proposes a network design scheme to minimize this delay for monitoring services that consist of Internet-of-Things (IoT) devices located at terminal endpoints (TEs), databases (DB), and applications (APLs). The proposed scheme determines the allocation of DB and APLs and the selection of the server to which TE belongs. DB and APL are allocated on an optimal server from multiple servers in the network. We formulate the proposed network design scheme as an integer linear programming problem. The delay reduction effect of the proposed scheme is evaluated under two network topologies and a monitoring camera system network. In the two network topologies, the delays of the proposed scheme are 78 and 80 percent, compared to that of the conventional scheme. In the monitoring camera system network, the delay of the proposed scheme is 77 percent compared to that of the conventional scheme. These results indicate that the proposed scheme reduces the delay compared to the conventional scheme where APLs are located near TEs. The computation time of the proposed scheme is acceptable for the design phase before the service is launched. The proposed scheme can contribute to a network design that detects newly added objects quickly in the monitoring services.
ER -