Modeling Dynamic Resource Allocation in the Edge

Juan Antonio Cordero; Wei Lou

doi:10.23919/PEMWN47208.2019.8986967

Modeling Dynamic Resource Allocation in the Edge

Juan Antonio Cordero, Wei Lou

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

2 Citations (Scopus)

Abstract

Edge computing technologies and integrated architectures have been deployed to accommodate Internet traffic growth. These architectures include facilities (cloudlets, micro DCs) to cache and serve contents close to consumers. Resulting systems adapt to observed request/consumption patterns by allowing cloudlet coordination for content caching/dissemination. This paper presents a novel analytical model of transient dynamics of the cloudlets set. The model is used to study system convergence, stability and delivered content locality. Results from this model are validated via simulations.

Original language	English
Title of host publication	2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	(electronic version)
ISBN (Electronic)	9783903176256
DOIs	https://doi.org/10.23919/PEMWN47208.2019.8986967
Publication status	Published - Nov 2019

Publication series

Name	2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019

Keywords

content
dynamic
ICN
model
wired
wireless

ASJC Scopus subject areas

Modelling and Simulation
Computer Networks and Communications
Information Systems and Management
Safety, Risk, Reliability and Quality

More information

10.23919/PEMWN47208.2019.8986967

Cite this

Cordero, J. A., & Lou, W. (2019). Modeling Dynamic Resource Allocation in the Edge. In 2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019 (pp. (electronic version)). Article 8986967 (2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/PEMWN47208.2019.8986967

Cordero, Juan Antonio ; Lou, Wei. / Modeling Dynamic Resource Allocation in the Edge. 2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. (electronic version) (2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019).

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Cordero, JA & Lou, W 2019, Modeling Dynamic Resource Allocation in the Edge. in 2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019., 8986967, 2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019, Institute of Electrical and Electronics Engineers Inc., pp. (electronic version). https://doi.org/10.23919/PEMWN47208.2019.8986967

Modeling Dynamic Resource Allocation in the Edge. / Cordero, Juan Antonio; Lou, Wei.
2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. (electronic version) 8986967 (2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AB - Edge computing technologies and integrated architectures have been deployed to accommodate Internet traffic growth. These architectures include facilities (cloudlets, micro DCs) to cache and serve contents close to consumers. Resulting systems adapt to observed request/consumption patterns by allowing cloudlet coordination for content caching/dissemination. This paper presents a novel analytical model of transient dynamics of the cloudlets set. The model is used to study system convergence, stability and delivered content locality. Results from this model are validated via simulations.

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Cordero JA, Lou W. Modeling Dynamic Resource Allocation in the Edge. In 2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. (electronic version). 8986967. (2019 8th International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, PEMWN 2019). doi: 10.23919/PEMWN47208.2019.8986967

Modeling Dynamic Resource Allocation in the Edge

Abstract

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Keywords

ASJC Scopus subject areas

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