Data farming on heterogeneous clouds

IEEE International Conference on Cloud Computing, CLOUD

Volumn , Issue , 2014, Pages 873-880

  Krol, Dariusz ^a   Slota, Renata ^a   Kitowski, Jacek ^a   Dutka, Lukasz ^a   Liput, Jakub ^a  

^a Akademickie Centrum Komputerowe CYFRONET AGH   (Poland)

Author keywords

data farming; distributed systems; heterogeneous Clouds; simulation platforms

Indexed keywords

DISTRIBUTED DATABASE SYSTEMS; GENETIC ALGORITHMS; NETWORK SECURITY; PETROLEUM RESERVOIR EVALUATION; SIMULATION PLATFORM; VIRTUAL MACHINE;

DATA FARMING; DISTRIBUTED SYSTEMS; EVALUATION USE; EXPERIMENTAL EVALUATION; PRIVATE CLOUDS; RESOURCE CONFIGURATIONS; TRAVEL SALESMAN PROBLEMS; VIRTUAL EXPERIMENTS;

CLOUD COMPUTING;

EID: 84919807858     PISSN: 21596182     EISSN: 21596190     Source Type: Conference Proceeding    
DOI: 10.1109/CLOUD.2014.120     Document Type: Conference Paper

References (23)

1. Gartner's 2013 Hype Cycle for Emerging Technologies Maps Out Evolving Relationship Between Humans and Machines, http://www.gartner.com/newsroom/id/2575515, accessed: 02/01/2014.
2. J. Marco, I. Campos, I. Coterillo, et al., "The Interactive European GRID: Project Objectives and Achievements", Computing and Informatics, 27(2), 2008, pp. 161-171.
3. G. E. Horne and K.-P. Schwierz, Data farming around the world overview, in Proceedings of the 40th Conference on Winter Simulation, WSC 08, pp. 1442-1447, Winter Simulation Conference, 2008.
4. Amazon Elastic Compute Cloud website, http://aws.amazon.com/ec2/, accessed: 10/01/2014.
5. S. Upton, Users Guide: OldMcData, the Data Farmer, Version 1.1., http://harvest.nps.edu/software.html, accessed: 02/01/2014.
6. R. P. Bruin, T. O. H. White, A. M. Walker, K. F. Austen, M. T. Dove, R. P. Tyer, P. A. Couch, I. T. Todorov, and M. O. Blanchard, Job submission to grid computing environments, in Proceedings of the UK e-Science All Hands Meeting 2006, (Nottingham, UK), pp. 426-432, 2006.
7. K. Salah, "A Queueing Model to Achieve Proper Elasticity for Cloud Cluster Jobs," Cloud Computing (CLOUD), 2013 IEEE Sixth International Conference on Cloud Computing, pp. 755-761, June 28 2013-July 3 2013.
8. R. Cushing, S. Koulouzis, A. Belloum and M. Bubak, "Applying workflow as a service paradigm to application farming", Concurrency and Computation: Practice and Experience, 2013, doi: 10.1002/cpe.3073.
9. E. Carlini, M. Coppola, P. Dazzi, L. Ricci, and G. Righetti, Cloud Federations in Contrail, in M. Alexander, et al. (Eds.), Euro-Par 2011: Parallel Processing Workshops, Lecture Notes in Computer Science, vol. 7155, pp. 159-168, Springer, 2012.
10. G. Pierre and C. Stratan, ConPaaS: A Platform for Hosting Elastic Cloud Applications, Internet Computing, IEEE, vol. 16, no. 5, pp. 88-92, 2012.
11. A. Oprescu and T. Kielmann, Bag-of-Tasks Scheduling under Budget Constraints, in Cloud Computing Technology and Science (CloudCom), 2010 IEEE Second International Conference on, pp. 351359, 2010.
12. D. Krol, M. Wrzeszcz, B. Kryza, L. Dutka, and J. Kitowski, Massively Scalable Platform for Data Farming Supporting Heterogeneous Infrastructure, in The Fourth International Conference on Cloud Computing, GRIDs, and Virtualization, IARIA Cloud Computing 2013, (Valencia, Spain), pp. 144-149, 2013.
13. S. Dlugolinsky, M. Kvassay, L. Hluchy, M. Wrzeszcz, D. Krol, and J. Kitowski, "Using parallelization for simulation of human behaviour", in GCCP 2011: 7th International Workshop on Grid Computng for Complex Problems, Bratislava: Institute of Informatics SAS, 2011, pp. 258-265, ISBN: 978-80-970145-5-1.
14. M. Kvassay, L. Hluchy, S. Dlugolinsky, M. Laclavik, B. Schneider, H. Bracker, A. Tavcar, M. Gams, D. Krol, M. Wrzeszcz, and J. Kitowski, An integrated approach to mission analysis and mission rehearsal, in Proceedings of the Winter Simulation Conference, WSC 12, pp. 1-2, Winter Simulation Conference, 2012.
15. Amazon SDK for Ruby website, http://aws.amazon.com/sdkforruby, accessed: 02/01/2014.
16. PLGrid PLUS Project website, http://www.plgrid.pl/en/projects/plus, accessed: 02/01/2014.
17. S. Saini, S. Heistand, H. Jin, J. Chang, R. Hood, P. Mehrotra, and R. Biswas, An Application-based Performance Evaluation of NASAs Nebula Cloud Computing Platform., in G. Min, et al. (Eds.), HPCCICESS, pp. 336-343, IEEE Computer Society, 2012.
18. World Travel Salesman Problem website, http://www.math.uwaterloo.ca/tsp/world/index.html, accessed: 02/01/2014.
19. Great circle distance definition website, http://mathworld.wolfram.com/GreatCircle.html, accessed: 02/01/2014.
20. Genetics Algorithms in Ruby, http://www.ai4r.org/geneticAlgorithms.html, accessed: 02/01/2014.
21. Apache jclouds website, http://jclouds.apache.org/, accessed: 05/01/2014.
22. Apache Deltacloud website, http://deltacloud.apache.org/, accessed 05/01/2014.
23. Google Compute Engine website, https://cloud.google.com/products/compute-engine/, accessed 05/04/2014.