A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests

M. Jasim; N. Siasi; S. Malapaka; D. Oliveira; O. Ugweje

doi:10.1109/IEMCON51383.2020.9284860

A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests

M. Jasim
, N. Siasi
, S. Malapaka
, D. Oliveira
, O. Ugweje

Penn State Beaver

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

Fog computing is a promising edge network paradigm for delay-sensitive applications, attributed to the reduced link delays between nodes. However, the limited resources at the fog nodes impose restrictions to serve computation-intensive requests. Therefore, these requests are often relayed to the cloud nodes and thereby incurring link delays. This approach impedes serving requests that are both delay-sensitive and computation-intensive. Hence this paper proposes a novel single-Tier fog architecture that processes this category of requests at the edge of the network. Moreover, a service function chain (SFC) provisioning scheme is implemented on the proposed architecture using Hooke Jeeves algorithm. Simulation results indicate that the proposed solution outperforms hybrid fog-cloud architectures for the same number of hosted requests (saturation level) in terms of delay and energy consumption.

Original language	English (US)
Title of host publication	11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020
Editors	Rajashree Paul
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	654-660
Number of pages	7
ISBN (Electronic)	9781728184166
DOIs	https://doi.org/10.1109/IEMCON51383.2020.9284860
State	Published - Nov 4 2020
Event	11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020 - Virtual, Vancouver, Canada Duration: Nov 4 2020 → Nov 7 2020

Publication series

Name	11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020

Conference

Conference	11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020
Country/Territory	Canada
City	Virtual, Vancouver
Period	11/4/20 → 11/7/20

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Computer Science Applications
Hardware and Architecture
Information Systems and Management
Electrical and Electronic Engineering
Health Informatics

Access to Document

10.1109/IEMCON51383.2020.9284860

Cite this

Jasim, M., Siasi, N., Malapaka, S., Oliveira, D., & Ugweje, O. (2020). A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests. In R. Paul (Ed.), 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020 (pp. 654-660). Article 9284860 (11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IEMCON51383.2020.9284860

Jasim, M. ; Siasi, N. ; Malapaka, S. et al. / A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests. 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020. editor / Rajashree Paul. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 654-660 (11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020).

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title = "A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests",

abstract = "Fog computing is a promising edge network paradigm for delay-sensitive applications, attributed to the reduced link delays between nodes. However, the limited resources at the fog nodes impose restrictions to serve computation-intensive requests. Therefore, these requests are often relayed to the cloud nodes and thereby incurring link delays. This approach impedes serving requests that are both delay-sensitive and computation-intensive. Hence this paper proposes a novel single-Tier fog architecture that processes this category of requests at the edge of the network. Moreover, a service function chain (SFC) provisioning scheme is implemented on the proposed architecture using Hooke Jeeves algorithm. Simulation results indicate that the proposed solution outperforms hybrid fog-cloud architectures for the same number of hosted requests (saturation level) in terms of delay and energy consumption.",

author = "M. Jasim and N. Siasi and S. Malapaka and D. Oliveira and O. Ugweje",

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Jasim, M, Siasi, N, Malapaka, S, Oliveira, D & Ugweje, O 2020, A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests. in R Paul (ed.), 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020., 9284860, 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020, Institute of Electrical and Electronics Engineers Inc., pp. 654-660, 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020, Virtual, Vancouver, Canada, 11/4/20. https://doi.org/10.1109/IEMCON51383.2020.9284860

A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests. / Jasim, M.; Siasi, N.; Malapaka, S. et al.
11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020. ed. / Rajashree Paul. Institute of Electrical and Electronics Engineers Inc., 2020. p. 654-660 9284860 (11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests

AU - Jasim, M.

AU - Siasi, N.

AU - Malapaka, S.

AU - Oliveira, D.

AU - Ugweje, O.

PY - 2020/11/4

Y1 - 2020/11/4

N2 - Fog computing is a promising edge network paradigm for delay-sensitive applications, attributed to the reduced link delays between nodes. However, the limited resources at the fog nodes impose restrictions to serve computation-intensive requests. Therefore, these requests are often relayed to the cloud nodes and thereby incurring link delays. This approach impedes serving requests that are both delay-sensitive and computation-intensive. Hence this paper proposes a novel single-Tier fog architecture that processes this category of requests at the edge of the network. Moreover, a service function chain (SFC) provisioning scheme is implemented on the proposed architecture using Hooke Jeeves algorithm. Simulation results indicate that the proposed solution outperforms hybrid fog-cloud architectures for the same number of hosted requests (saturation level) in terms of delay and energy consumption.

AB - Fog computing is a promising edge network paradigm for delay-sensitive applications, attributed to the reduced link delays between nodes. However, the limited resources at the fog nodes impose restrictions to serve computation-intensive requests. Therefore, these requests are often relayed to the cloud nodes and thereby incurring link delays. This approach impedes serving requests that are both delay-sensitive and computation-intensive. Hence this paper proposes a novel single-Tier fog architecture that processes this category of requests at the edge of the network. Moreover, a service function chain (SFC) provisioning scheme is implemented on the proposed architecture using Hooke Jeeves algorithm. Simulation results indicate that the proposed solution outperforms hybrid fog-cloud architectures for the same number of hosted requests (saturation level) in terms of delay and energy consumption.

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Jasim M, Siasi N, Malapaka S, Oliveira D, Ugweje O. A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests. In Paul R, editor, 11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 654-660. 9284860. (11th Annual IEEE Information Technology, Electronics and Mobile Communication Conference, IEMCON 2020). doi: 10.1109/IEMCON51383.2020.9284860

A Single-Tier Fog Architecture for Delay-Sensitive and Computation-Intensive SFC Requests

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

Access to Document

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