SDCache: Software defined data caching control for cloud services

Ala Darabseh, Nikolaos Freris, Yaser Jararweh, Mahmoud Al-Ayyoub

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

Abstract

The complexity of traditional control approaches typically features slow response times to system and component changes and runs the risk of accessing outdated information. Dynamic environments require fast control approaches to deal with variability in a reliable manner. We adopt the Software Defined System (SDSys) paradigm to handle this issue. The concept behind this fast emerging theme revolves around abstracting all controls as modules within a software control layer. In this paper, we exploit this concept to propose a new system architecture for data caching. We further develop and emulate a testbed environment to evaluate the proposed models by extending the elements of Mininet. Several metrics and multiple scenarios have been considered to capture processing costs and network congestion so as to reflect the merits of this approach. Our experiments validate that the proposed solution based on SDSys renders possible a simple programmable data caching control mechanism.

Original languageEnglish (US)
Title of host publicationProceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages164-169
Number of pages6
ISBN (Electronic)9781509040520
DOIs
StatePublished - Sep 23 2016
Event4th IEEE International Conference on Future Internet of Things and Cloud, FiCloud 2016 - Vienna, Austria
Duration: Aug 22 2016Aug 24 2016

Other

Other4th IEEE International Conference on Future Internet of Things and Cloud, FiCloud 2016
CountryAustria
CityVienna
Period8/22/168/24/16

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Testbeds
Processing
Costs
Experiments

Keywords

  • Big Data
  • Cloud Services
  • Data Caching
  • Internet of Things (IoT)
  • Mininet
  • Software Defined Storage (SDStorage)
  • Software Defined Systems (SDSys)

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Darabseh, A., Freris, N., Jararweh, Y., & Al-Ayyoub, M. (2016). SDCache: Software defined data caching control for cloud services. In Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016 (pp. 164-169). [7575859] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FiCloud.2016.31

SDCache : Software defined data caching control for cloud services. / Darabseh, Ala; Freris, Nikolaos; Jararweh, Yaser; Al-Ayyoub, Mahmoud.

Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 164-169 7575859.

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

Darabseh, A, Freris, N, Jararweh, Y & Al-Ayyoub, M 2016, SDCache: Software defined data caching control for cloud services. in Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016., 7575859, Institute of Electrical and Electronics Engineers Inc., pp. 164-169, 4th IEEE International Conference on Future Internet of Things and Cloud, FiCloud 2016, Vienna, Austria, 8/22/16. https://doi.org/10.1109/FiCloud.2016.31
Darabseh A, Freris N, Jararweh Y, Al-Ayyoub M. SDCache: Software defined data caching control for cloud services. In Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 164-169. 7575859 https://doi.org/10.1109/FiCloud.2016.31
Darabseh, Ala ; Freris, Nikolaos ; Jararweh, Yaser ; Al-Ayyoub, Mahmoud. / SDCache : Software defined data caching control for cloud services. Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 164-169
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