Design of an adaptive framework for utility-based optimization of scientific applications in the cloud

Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012

Volumn , Issue , 2012, Pages 303-308

  Koehler, Martin ^a   Benkner, Siegfried ^a  

^a UNIVERSITY OF VIENNA   (Austria)

Author keywords

Adaptive; Autonomic computing; Cloud; Cloud stack; Utility

Indexed keywords

ABSTRACTION LAYER; ADAPTIVE; ADAPTIVE FRAMEWORK; APPLICATION LAYERS; AUTONOMIC COMPUTING; CLOUD ENVIRONMENTS; CLOUD TECHNOLOGIES; EXECUTION ENVIRONMENTS; HISTORIC DATA; MAP-REDUCE; ON DEMANDS; SCIENTIFIC APPLICATIONS; SELF-CONFIGURING; STORAGE INFRASTRUCTURE; UTILITY; UTILITY FUNCTIONS;

CLOUD COMPUTING; CLOUDS; DIGITAL STORAGE;

OPTIMIZATION;

EID: 84874229335     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/UCC.2012.48     Document Type: Conference Paper

References (18)

1. R. Buyya, J. Broberg, and A. Gościński, Cloud Computing: Principles and Paradigms, ser. Wiley Series on Parallel and Distributed Computing. John Wiley & Sons, 2011. [Online]. Available: http://books.google.co.in/books?id=S1NvRRd77rQC
2. K. Jeffrey and B. Neidecker-Lutz, Eds., The Future Of Cloud Computing, Opportunities for European Cloud Computing Beyond 2010. EUROPA ¿CORDIS ¿ FP7, Jan. 2010. [Online]. Available: http://cordis.europa.eu/fp7/ict/ ssai/docs/cloud-report-final.pdf
3. M. A. Rappa, "The utility business model and the future of computing services," IBM Systems Journal, vol. 43, no. 1, pp. 32-42, 2004.
4. J. Dean and S. Ghemawat, "Mapreduce: simplified data processing on large clusters," Commun. ACM, vol. 51, pp. 107-113, January 2008.
5. J. Kephart and D. Chess, "The vision of autonomic computing," Computer, vol. 36, no. 1, pp. 41 - 50, Jan. 2003.
6. M. C. Huebscher and J. A. McCann, "A survey of autonomic computing - degrees, models, and applications," ACM Com-put. Surv., vol. 40, pp. 7:1-7:28, Aug 2008.
7. M. Köhler, "A service-oriented framework for scientific cloud computing," Ph.D. dissertation, University of Vienna, June 2012. [Online]. Available: http://eprints.cs.univie.ac.at/3456/
8. OGF, "DRMAA - Distributed Resource Management Application API," http://www.drmaa.org, 2012.
9. WIKIBOOKS, "Principles of Economics/Utility: http://en.wikibooks. org/wiki/Principles-of-Economics/Utility," 7 2011.
10. M. Köhler, Y. Kaniovskyi, and S. Benkner, "An adaptive framework for the execution of data-intensive MapReduce applications in the Cloud," in The First International Workshop on Data Intensive Computing in the Clouds (DataCloud 2011), Anchorage, Alaska, May 2011.
11. D. Bailey and A. Snavely, "Performance modeling: Understanding the past and predicting the future," in Euro-Par 2005 Parallel Processing, ser. Lecture Notes in Computer Science, J. Cunha and P. Medeiros, Eds. Springer Berlin/Heidelberg, 2005, vol. 3648, pp. 620-620. [Online]. Available: http://dx.doi.org/10.1007/11549468\23
12. M. Köhler and S. Benkner, "VCE - A Versatile Cloud Environment for Scientific Applications," in The Seventh International Conference on Autonomic and Autonomous Systems (ICAS 2011), Venice/Mestre, Italy, May 2011.
13. M. Köhler, Y. Kaniovskyi, S. Benkner, V. Egelhofer, and W. Weckwerth, "A cloud framework for high troughput biological data processing," in International Symposium on Grids and Clouds, PoS(ISGC 2011 & OGF 31)069, Taipei, Taiwan, Mar 2011.
14. J. Hummel, M. Niemann, S. Wienkoop, W. Schulze, D. Steinhauser, J. Selbig, D. Walther, and W. Weckwerth, "Promex: a mass spectral reference database for proteins and protein phosphorylation sites," BMC Bioinformatics, vol. 8, no. 1, p. 216, 2007. [Online]. Available: http://www.biomedcentral.com/1471-2105/8/216
15. W. Walsh, G. Tesauro, J. Kephart, and R. Das, "Utility functions in autonomic systems," in Autonomic Computing, 2004. Proceedings. International Conference on, May 2004, pp. 70 - 77.
16. P. Padala, K. G. Shin, X. Zhu, M. Uysal, Z. Wang, S. Singhal, A. Merchant, and K. Salem, "Adaptive control of virtualized resources in utility computing environments," SIGOPS Oper. Syst. Rev., vol. 41, pp. 289-302, Mar 2007.
17. A. Yumerefendi, P. Shivam, D. Irwin, P. Gunda, L. Grit, A. Demberel, J. Chase, and S. Babu, "Towards an autonomic computing testbed," in In Proceedings of the Second Workshop on Hot Topics in Autonomic Computing, 2007.
18. J. Baliga, R. Ayre, K. Hinton, and R. Tucker, "Green cloud computing: Balancing energy in processing, storage, and transport," Proceedings of the IEEE, vol. 99, no. 1, pp. 149-167, jan. 2011.