publication . Other literature type . Preprint . Conference object . 2019

Semantics-Aware Virtual Machine Image Management in IaaS Clouds

Saurabh, Nishant; Remmers, Julian; Kimovski, Dragi; Prodan, Radu; Barbosa, Jorge G.;
Open Access
  • Published: 02 Sep 2019
  • Publisher: Zenodo
Abstract
Infrastructure-as-a-service (IaaS) Clouds concurrently accommodate diverse sets of user requests, requiring an efficient strategy for storing and retrieving virtual machine images (VMIs) at a large scale. The VMI storage management require dealing with multiple VMIs, typically in the magnitude of gigabytes, which entails VMI sprawl issues hindering the elastic resource management and provisioning. Nevertheless, existing techniques to facilitate VMI management overlook VMI semantics (i.e at the level of base image and software packages) with either restricted possibility to identify and extract reusable functionalities or with higher VMI publish and retrieval ove...
Subjects
free text keywords: Virtual machine image management, semantic similarity, storage optimization., Computer Science - Distributed, Parallel, and Cluster Computing
Related Organizations
Funded by
EC| ARTICONF
Project
ARTICONF
smART socIal media eCOsytstem in a blockchaiN Federated environment
  • Funder: European Commission (EC)
  • Project Code: 825134
  • Funding stream: H2020 | RIA
,
EC| ENTICE
Project
ENTICE
dEcentralized repositories for traNsparent and efficienT vIrtual maChine opErations
  • Funder: European Commission (EC)
  • Project Code: 644179
  • Funding stream: H2020 | RIA
Download fromView all 4 versions
Zenodo
Other literature type . 2019
Provider: Datacite
Zenodo
Other literature type . 2019
Provider: Datacite
ZENODO
Conference object . 2019
Provider: ZENODO
32 references, page 1 of 3

[1] [3] [4] [5] [6] [7] [8] [10] [11] [12] G. Ammons, V. Bala, T. Mummert, D. Reimer, and X. Zhang. Virtual machine images as structured data: The mirage image library. In Proceedings of the 3rd USENIX Conference on Hot Topics in Cloud Computing, HotCloud'11, pages 22-22, Berkeley, CA, USA, 2011.

[2] P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauer, I. Pratt, and A. Warfield. Xen and the art of virtualization. In Proceedings of the Nineteenth ACM Symposium on Operating Systems Principles, SOSP '03, pages 164-177, New York, NY, USA, 2003.

B. Beach. Pro PowerShell for Amazon Web Services: DevOps for the AWS Cloud. Apress, Berkely, CA, USA, 1st edition, 2014.

R. Buyya, C.S. Yeo, S. Venugopal, J. Broberg, and I. Brandic. Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst., 25(6):599-616, June 2009. [OpenAIRE]

D. Campello, C. Crespo, A. Verma, R. Rangaswami, and P. Jayachandran. Coriolis: Scalable VM clustering in clouds. In Proceedings of the 10th International Conference on Autonomic Computing (ICAC 13), pages 101-105, San Jose, CA, 2013. USENIX.

R. J. Creasy. The origin of the vm/370 time-sharing system. IBM Journal of Research and Development, 25(5):483-490, Sep 1981.

A. V. Dastjerdi and R. Buyya. Fog computing: Helping the internet of things realize its potential. Computer, 49(8):112-116, Aug 2016. [OpenAIRE]

In 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), pages 171-172, March 2015.

[9] P. Jaccard. The distribution of the flora in the alpine zone. New Phytologist, 11(2):37-50, February 1912. [OpenAIRE]

K.R. Jayaram, C. Peng, Z. Zhang, M. Kim, H. Chen, and H. Lei. An empirical analysis of similarity in virtual machine images. In Proceedings of the Middleware 2011 Industry Track Workshop, Middleware '11, pages 6:1-6:6, New York, NY, USA, 2011. ACM.

K. Jin and E.L. Miller. The effectiveness of deduplication on virtual machine disk images. In Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference, SYSTOR '09, pages 7:1-7:12, New York, NY, USA, 2009. ACM.

A. Kochut, A. Karve, and B. Nicolae. Towards efficient on-demand vm provisioning: Study of vm runtime i/o access patterns to shared image content. In 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM), pages 321-329, May 2015. [OpenAIRE]

A. Liguori and E.V. Hensbergen. Experiences with content addressable storage and virtual disks. In Proceedings of the First Conference on I/O Virtualization, WIOV'08, pages 5-5, Berkeley, CA, USA, 2008.

X. Lin, M. Hibler, E. Eide, and R. Ricci. Using deduplicating storage for efficient disk image deployment. In TRIDENTCOM, 2015. [OpenAIRE]

H. Liu, B. He, X. Liao, and H. Jin. Towards declarative and data-centric virtual machine image management in iaas clouds. IEEE Transactions on Cloud Computing, page 1.

32 references, page 1 of 3
Abstract
Infrastructure-as-a-service (IaaS) Clouds concurrently accommodate diverse sets of user requests, requiring an efficient strategy for storing and retrieving virtual machine images (VMIs) at a large scale. The VMI storage management require dealing with multiple VMIs, typically in the magnitude of gigabytes, which entails VMI sprawl issues hindering the elastic resource management and provisioning. Nevertheless, existing techniques to facilitate VMI management overlook VMI semantics (i.e at the level of base image and software packages) with either restricted possibility to identify and extract reusable functionalities or with higher VMI publish and retrieval ove...
Subjects
free text keywords: Virtual machine image management, semantic similarity, storage optimization., Computer Science - Distributed, Parallel, and Cluster Computing
Related Organizations
Funded by
EC| ARTICONF
Project
ARTICONF
smART socIal media eCOsytstem in a blockchaiN Federated environment
  • Funder: European Commission (EC)
  • Project Code: 825134
  • Funding stream: H2020 | RIA
,
EC| ENTICE
Project
ENTICE
dEcentralized repositories for traNsparent and efficienT vIrtual maChine opErations
  • Funder: European Commission (EC)
  • Project Code: 644179
  • Funding stream: H2020 | RIA
Download fromView all 4 versions
Zenodo
Other literature type . 2019
Provider: Datacite
Zenodo
Other literature type . 2019
Provider: Datacite
ZENODO
Conference object . 2019
Provider: ZENODO
32 references, page 1 of 3

[1] [3] [4] [5] [6] [7] [8] [10] [11] [12] G. Ammons, V. Bala, T. Mummert, D. Reimer, and X. Zhang. Virtual machine images as structured data: The mirage image library. In Proceedings of the 3rd USENIX Conference on Hot Topics in Cloud Computing, HotCloud'11, pages 22-22, Berkeley, CA, USA, 2011.

[2] P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauer, I. Pratt, and A. Warfield. Xen and the art of virtualization. In Proceedings of the Nineteenth ACM Symposium on Operating Systems Principles, SOSP '03, pages 164-177, New York, NY, USA, 2003.

B. Beach. Pro PowerShell for Amazon Web Services: DevOps for the AWS Cloud. Apress, Berkely, CA, USA, 1st edition, 2014.

R. Buyya, C.S. Yeo, S. Venugopal, J. Broberg, and I. Brandic. Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst., 25(6):599-616, June 2009. [OpenAIRE]

D. Campello, C. Crespo, A. Verma, R. Rangaswami, and P. Jayachandran. Coriolis: Scalable VM clustering in clouds. In Proceedings of the 10th International Conference on Autonomic Computing (ICAC 13), pages 101-105, San Jose, CA, 2013. USENIX.

R. J. Creasy. The origin of the vm/370 time-sharing system. IBM Journal of Research and Development, 25(5):483-490, Sep 1981.

A. V. Dastjerdi and R. Buyya. Fog computing: Helping the internet of things realize its potential. Computer, 49(8):112-116, Aug 2016. [OpenAIRE]

In 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), pages 171-172, March 2015.

[9] P. Jaccard. The distribution of the flora in the alpine zone. New Phytologist, 11(2):37-50, February 1912. [OpenAIRE]

K.R. Jayaram, C. Peng, Z. Zhang, M. Kim, H. Chen, and H. Lei. An empirical analysis of similarity in virtual machine images. In Proceedings of the Middleware 2011 Industry Track Workshop, Middleware '11, pages 6:1-6:6, New York, NY, USA, 2011. ACM.

K. Jin and E.L. Miller. The effectiveness of deduplication on virtual machine disk images. In Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference, SYSTOR '09, pages 7:1-7:12, New York, NY, USA, 2009. ACM.

A. Kochut, A. Karve, and B. Nicolae. Towards efficient on-demand vm provisioning: Study of vm runtime i/o access patterns to shared image content. In 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM), pages 321-329, May 2015. [OpenAIRE]

A. Liguori and E.V. Hensbergen. Experiences with content addressable storage and virtual disks. In Proceedings of the First Conference on I/O Virtualization, WIOV'08, pages 5-5, Berkeley, CA, USA, 2008.

X. Lin, M. Hibler, E. Eide, and R. Ricci. Using deduplicating storage for efficient disk image deployment. In TRIDENTCOM, 2015. [OpenAIRE]

H. Liu, B. He, X. Liao, and H. Jin. Towards declarative and data-centric virtual machine image management in iaas clouds. IEEE Transactions on Cloud Computing, page 1.

32 references, page 1 of 3
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publication . Other literature type . Preprint . Conference object . 2019

Semantics-Aware Virtual Machine Image Management in IaaS Clouds

Saurabh, Nishant; Remmers, Julian; Kimovski, Dragi; Prodan, Radu; Barbosa, Jorge G.;