IEICE TRANSACTIONS on Communications
CMND: Consistent-Aware Multi-Server Network Design Model for Delay-Sensitive Applications
Summary :
This paper proposes a network design model, considering data consistency for a delay-sensitive distributed processing system. The data consistency is determined by collating the own state and the states of slave servers. If the state is mismatched with other servers, the rollback process is initiated to modify the state to guarantee data consistency. In the proposed model, the selected servers and the master-slave server pairs are determined to minimize the end-to-end delay and the delay for data consistency. We formulate the proposed model as an integer linear programming problem. We evaluate the delay performance and computation time. We evaluate the proposed model in two network models with two, three, and four slave servers. The proposed model reduces the delay for data consistency by up to 31 percent compared to that of a typical model that collates the status of all servers at one master server. The computation time is a few seconds, which is an acceptable time for network design before service launch. These results indicate that the proposed model is effective for delay-sensitive applications.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E107-B No.3 pp.321-329
- Publication Date
- 2024/03/01
- Publicized
- Online ISSN
- 1745-1345
- DOI
- 10.23919/transcom.2023EBP3112
- Type of Manuscript
- PAPER
- Category
- Network System
Authors
Akio KAWABATA
Toyohashi University of Technology
Bijoy CHAND CHATTERJEE
South Asian University
Eiji OKI
Kyoto University
Keyword
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Akio KAWABATA, Bijoy CHAND CHATTERJEE, Eiji OKI, "CMND: Consistent-Aware Multi-Server Network Design Model for Delay-Sensitive Applications" in IEICE TRANSACTIONS on Communications,
vol. E107-B, no. 3, pp. 321-329, March 2024, doi: 10.23919/transcom.2023EBP3112.
Abstract: This paper proposes a network design model, considering data consistency for a delay-sensitive distributed processing system. The data consistency is determined by collating the own state and the states of slave servers. If the state is mismatched with other servers, the rollback process is initiated to modify the state to guarantee data consistency. In the proposed model, the selected servers and the master-slave server pairs are determined to minimize the end-to-end delay and the delay for data consistency. We formulate the proposed model as an integer linear programming problem. We evaluate the delay performance and computation time. We evaluate the proposed model in two network models with two, three, and four slave servers. The proposed model reduces the delay for data consistency by up to 31 percent compared to that of a typical model that collates the status of all servers at one master server. The computation time is a few seconds, which is an acceptable time for network design before service launch. These results indicate that the proposed model is effective for delay-sensitive applications.
URL: https://global.ieice.org/en_transactions/communications/10.23919/transcom.2023EBP3112/_p
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@ARTICLE{e107-b_3_321,
author={Akio KAWABATA, Bijoy CHAND CHATTERJEE, Eiji OKI, },
journal={IEICE TRANSACTIONS on Communications},
title={CMND: Consistent-Aware Multi-Server Network Design Model for Delay-Sensitive Applications},
year={2024},
volume={E107-B},
number={3},
pages={321-329},
abstract={This paper proposes a network design model, considering data consistency for a delay-sensitive distributed processing system. The data consistency is determined by collating the own state and the states of slave servers. If the state is mismatched with other servers, the rollback process is initiated to modify the state to guarantee data consistency. In the proposed model, the selected servers and the master-slave server pairs are determined to minimize the end-to-end delay and the delay for data consistency. We formulate the proposed model as an integer linear programming problem. We evaluate the delay performance and computation time. We evaluate the proposed model in two network models with two, three, and four slave servers. The proposed model reduces the delay for data consistency by up to 31 percent compared to that of a typical model that collates the status of all servers at one master server. The computation time is a few seconds, which is an acceptable time for network design before service launch. These results indicate that the proposed model is effective for delay-sensitive applications.},
keywords={},
doi={10.23919/transcom.2023EBP3112},
ISSN={1745-1345},
month={March},}
Copy
TY - JOUR
TI - CMND: Consistent-Aware Multi-Server Network Design Model for Delay-Sensitive Applications
T2 - IEICE TRANSACTIONS on Communications
SP - 321
EP - 329
AU - Akio KAWABATA
AU - Bijoy CHAND CHATTERJEE
AU - Eiji OKI
PY - 2024
DO - 10.23919/transcom.2023EBP3112
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E107-B
IS - 3
JA - IEICE TRANSACTIONS on Communications
Y1 - March 2024
AB - This paper proposes a network design model, considering data consistency for a delay-sensitive distributed processing system. The data consistency is determined by collating the own state and the states of slave servers. If the state is mismatched with other servers, the rollback process is initiated to modify the state to guarantee data consistency. In the proposed model, the selected servers and the master-slave server pairs are determined to minimize the end-to-end delay and the delay for data consistency. We formulate the proposed model as an integer linear programming problem. We evaluate the delay performance and computation time. We evaluate the proposed model in two network models with two, three, and four slave servers. The proposed model reduces the delay for data consistency by up to 31 percent compared to that of a typical model that collates the status of all servers at one master server. The computation time is a few seconds, which is an acceptable time for network design before service launch. These results indicate that the proposed model is effective for delay-sensitive applications.
ER -
English
