Topology-aware deployment of scientific applications in cloud computing

Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012

Volumn , Issue , 2012, Pages 319-326

  Fan, Pei ^a   Chen, Zhenbang ^a   Wang, Ji ^a   Zheng, Zibin ^b   Lyu, Michael R ^b  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

cloud computing; communication topology; deployment; scientific applications; Topology aware

Indexed keywords

COMMUNICATION PATTERN; COMMUNICATION TOPOLOGIES; DEPLOYMENT; DEPLOYMENT METHODS; GOOD SERVICES; GRAPH CLUSTERING; MULTISCALES; OPTIMAL DEPLOYMENT; SCIENTIFIC APPLICATIONS; TOPOLOGY AWARE;

CLOUD COMPUTING; COMMUNICATION; OPTIMIZATION;

TOPOLOGY;

EID: 84866750959     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CLOUD.2012.70     Document Type: Conference Paper

References (32)

1. C. Vecchiola, S. Pandey, and R. Buyya, "High-performance cloud computing: A view of scientific applications," in Proc. 10th Int'l Symp. on Pervasive Sstems, Algorithms, and Network (ISPAN'09), 2009, pp. 4-16.
2. H. Christina, M. Gaurang, F. Tim, D. Ewa, K. Kate, B. Bruce and G. John, "On the use of cloud computing for scienific workfolws", in Proc. 4th Int'l Conf. on eScience (eScience'08), 2008, pp.640-645
3. R. Buyya, D. Abramson, and J. Giddy, "An economy driven resource management architecture for global computational power grids," in Proc. 6th Int'l Conf.Parallel and Distributed Processing Techniques and Applications (PDPTA'00), 2000,pp.1
4. I. R. Ian T. Foster, Yong Zhao and S. Lu, "Cloud computing and grid computing 360-degree compared," in Proc. 4th Workshop on Grid Computing Environments, 2008, pp. 1-10.
5. P. Fan, J. Wang, Z. Zheng, M. R. Lyu, "Toward optimal deployment of communication-intensive cloud applications". In Proc. 4th Int'l Conf. On Cloud Computing (CLOUD' 11), 2011, pp. 460-467
6. P. Fan, J. Wang, Z. Chen, Z. Zheng, M.R.Lyu, "A spectral clustering-based optimal deployment method for scientific applications in cloud", Int'l Journal of Web and Grid Services. Accept.
7. P. Bar, C. Coti, D. Groen, T. Herault, V. Kravtsov and M.T. Swain, "Running parallel applications with topology-Aware grid Middleware", in Proc. 5th Int'l Conf. on e-Science (e-Science'09), 2009, pp.292-299
8. Ananth. G, Anshul. G, George. K and Vipin. K, "Introduction to parallel computing (2nd ed)," Addison-Wesley, 2002.
9. A. Chan, W. Gropp, and E. Lusk, "An efficient format for nearly constant-time access to arbitrary time intervals in large trace files," Scientific Programming, vol. 16, no. 2-3, pp. 155-165, 2008.
10. A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: a review," ACM Comput. Surv., vol. 31, no.3, pp. 264-323, 1999.
11. D. Jiang, C. Tang and A. Zhang, "Cluster analysis for gene expression data: A Survey", IEEE Transactions on Knowledge and Data Engineering, vol. 16, no.11, pp.1370-1386. 2004
12. G. Karypis, E.-H. Han, and V. Kumar, "Multilevel refinement for hierarchical clustering," TR-99-020, Department of Computer Science, University of Minnesota, Minneapolis, Tech. Rep., 1999.
13. A. Noack and R. Rotta, "Multi-level algorithms for modularity clustering", in Proc. 8th Int'l Symp. On Experimental Algorithms (SEA'09), 2009, pp.257-268.
14. R. Hadany and D. Harel, "A multi-scale algorithm for drawing graphs nicely," Discrete Applied Mathematics, vol. 113, no. 1, pp. 3-21, 2001.
15. M. E. J. Newman, "Analysis of weighted networks," Phys. Rev. E, vol. 70, no. 5, p. 056131, Nov. 2004.
16. A. Noack, "Energy models for graph clustering", Journal of Grpah Algorithms applications, vol. 11, no. 2, pp. 453-480, 2007.
17. B. Chun, D. Culler, T. Roscoe, A. Bavier, L. Peterson, M. Wawrzoniak, and M. Bowman, "Planetlab: an overlay tested for broad-coverage services," SIGCOMM Comput. Commun. Rev,. Vol. 33, No. 3, pp. 3-12. 2003.
18. J.M- Alonso, T. Mercero, E. Ogando, "Performance of an Infiniband cluster running MPI applications". Technical Reprot EHU-KAT-IK-03-07, University of the Basque Country. 2007
19. Z. Zheng, Y. Zhang, and M.R. Lyu, "Cloudrank: a qos-driven component ranking framework for cloud computing,"in Proc. 29th Int'l Symp. Reliable Distributed Systems (SRDS'10), 2010, pp. 184-193.
20. Z. Zheng, T.C. Zhou, M.R. Lyu and I. King, "Component ranking for fault-tolerant cloud applications," IEEE Transaction on Service Computing, Accept.
21. Y. Kang, Y. Zhou, Z. Zheng and M.R. Lyu, "A user experience-based cloud service redeployment mechanism", in Proc. 4th Int'l Conf. On Cloud Computing (CLOUD'11), 2011, pp. 227-234.
22. H. Xie, Y.R Yang, A. Krishnamurthy, Y. Liu and A. Silberschatz, "P4P: provider portal for applications," in Proc. 24th ACM SIGCOMM Conf. on Data Communication (SIGCOMM'08), 2008, pp. 315-362.
23. X. Qin, H. Jiang, A. Manzanares, X. Ruan and S. Yin, "Communication- aware load balancing for parallel applications on clusters", IEEE Transactions on Computers, Vol. 59 No.1, pp. 42-52.
24. J.B. Jimenez, D. Caromel, M. Leyton and J.M Piquer. "Load information sharing policies in communication-intensive parallel applicatioins", in Priol, Thierry; Vanneschi, Marco (Eds), From Grid to Service and Pervasive Computing, Springer. pp.111-121.
25. M. Coppola, M. Danelutto, S. Lacour, C. Perez, T. Priol, N. Tonellotto, and C. Zoccolo. "Towards a common deployment model for grid systems", In S. Gorlatch and M. Danelutto, editors, CoreGRID Workshop on Integrated research in Grid Computing (CoreGRID'05), pp. 31-40
26. R. Kumar, A.R. Mamidala and D.K. Panda, "Scaling alltoall collective on multi-core systems", in Proc. 22nd Int'l Conf. Parallel & Distributed Processing Symposium (IPDSP'08), 2008, pp.1-8
27. K. C. Kandalla, H.Subramoni A. Vishnu and D.K. Panda, "Designing a pology-aware collective communication algorithms for large scale infiniBand clusters: case sudeise with scatter and gather", in Proc. 24nd Int'l Conf. Parallel & Distributed Processing Symposium (IPDSP'10), 2010, pp.1-8
28. J.L Traff, "Implementing the MPI procss togology mechanism", in Proc 15th Int'l Conf. On Super Computing (SC'02), 2002, pp.1-14
29. T. Hoefler, R. Rabenseifner, H. Ritzdorf, B.R. de Supinski, R. Thakur and J. L Traff, "The scalable precess topology interface of MPI 2.2", Concurrency and Computaion:Pracice and Experience, vol. 23, no. 4, 2011, pp.293-310.
30. S. Lacour, C. Perez and T. Priol, "Generic application description model: toward automatic deploymen of applications on computational grids", in Proc. 6th Int'l Conf. on Grid Computing (GRID'05), 2005, pp.284-287.
31. C. Coti, T. Herault and F. Cappello, "MPI Applications on Grid: A topology aware approach", in Proc. 15th European Conf. on Parallel and Distributed Computing (EuroPar'09), 2009, pp. 466-477.
32. A. Bhatele, E.J. Bohm and L.V. Kale, "Topology aware task mapping techniques: an api and case study", in Proc. 14th Int'l Symp. On Principles and Practice of Parallel Progamning (PPOPP'09), 2009, pp.301-302