Modeling and analysis on network performance for cloud service delivery with multiple paths

Jun Huang, Juan Lv, Qiang Duan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Networking plays a crucial role in Cloud service delivery and network Quality of Service (QoS) has a significant impact on Cloud service performance. Cloud services for data-intensive computing applications typically require high throughput data transmission, which in some cases may not be achievable with a single end-to-end path in the network. Therefore multi-path data transmission in wide area networks for supporting Cloud service delivery is necessary. Performance evaluation on multi-path communications for Cloud service delivery is still an opening challenging issue. In this paper, we propose a novel model of networking systems for Cloud service delivery with multiple paths and develop techniques for analyzing delay and backlog performance of such systems. We employ network calculus in this paper to address some new challenges brought in by multi-path networking for Cloud service delivery. Applying network calculus makes our modeling and analysis applicable to inter-domain heterogeneous networking systems for supporting a wide variety of Cloud services. Numerical results are also given in the paper to illustrate applications of the developed modeling and analysis techniques.

Original languageEnglish (US)
Title of host publicationProceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014
PublisherAssociation for Computing Machinery
Pages667-673
Number of pages7
ISBN (Print)9781450324694
DOIs
StatePublished - Jan 1 2014
Event29th Annual ACM Symposium on Applied Computing, SAC 2014 - Gyeongju, Korea, Republic of
Duration: Mar 24 2014Mar 28 2014

Publication series

NameProceedings of the ACM Symposium on Applied Computing

Other

Other29th Annual ACM Symposium on Applied Computing, SAC 2014
CountryKorea, Republic of
CityGyeongju
Period3/24/143/28/14

Fingerprint

Network performance
Data communication systems
Wide area networks
Quality of service
Throughput
Communication

All Science Journal Classification (ASJC) codes

  • Software

Cite this

Huang, J., Lv, J., & Duan, Q. (2014). Modeling and analysis on network performance for cloud service delivery with multiple paths. In Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014 (pp. 667-673). (Proceedings of the ACM Symposium on Applied Computing). Association for Computing Machinery. https://doi.org/10.1145/2554850.2554904
Huang, Jun ; Lv, Juan ; Duan, Qiang. / Modeling and analysis on network performance for cloud service delivery with multiple paths. Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014. Association for Computing Machinery, 2014. pp. 667-673 (Proceedings of the ACM Symposium on Applied Computing).
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Huang, J, Lv, J & Duan, Q 2014, Modeling and analysis on network performance for cloud service delivery with multiple paths. in Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014. Proceedings of the ACM Symposium on Applied Computing, Association for Computing Machinery, pp. 667-673, 29th Annual ACM Symposium on Applied Computing, SAC 2014, Gyeongju, Korea, Republic of, 3/24/14. https://doi.org/10.1145/2554850.2554904

Modeling and analysis on network performance for cloud service delivery with multiple paths. / Huang, Jun; Lv, Juan; Duan, Qiang.

Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014. Association for Computing Machinery, 2014. p. 667-673 (Proceedings of the ACM Symposium on Applied Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Huang J, Lv J, Duan Q. Modeling and analysis on network performance for cloud service delivery with multiple paths. In Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC 2014. Association for Computing Machinery. 2014. p. 667-673. (Proceedings of the ACM Symposium on Applied Computing). https://doi.org/10.1145/2554850.2554904