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Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection Cover

Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection

Open Access
|Nov 2019

References

  1. [1] Aazam M., Huh E., St-Hilaire M., Lung C., and Lambadaris I. Cloud Customer’s Historical Record Based Resource Pricing. IEEE Trans. Parallel Distrib. Syst., 27(7):1929–1940, 2015.10.1109/TPDS.2015.2473850
  2. [2] Aazam M. and Huh E.-N. Cloud broker service-oriented resource management model. Trans. Emerg. Telecommun. Technol., 28(2):e2937, 2017.10.1002/ett.2937
  3. [3] Armbrust M., Fox A., Griffith R., Joseph A., Katz R., Konwinski A., Lee G., Patterson D., Rabkin A., Stoica I., and Zaharia M. A view of cloud computing. Commun. ACM, 53(4):50–58, 2010.10.1145/1721654.1721672
  4. [4] Blazewicz J., Bouvry P., Kovalyov M. Y., and Musial J. Erratum to: Internet shopping with price-sensitive discounts. 4OR-Q J Oper Res, 12(4):403–406, 2014.10.1007/s10288-014-0271-6
  5. [5] Blazewicz J., Bouvry P., Kovalyov M. Y., and Musial J. Internet shopping with price sensitive discounts. 4OR-Q J Oper Res, 12(1):35–48, 2014.10.1007/s10288-013-0230-7
  6. [6] Blazewicz J., Cheriere N., Dutot P.-F., Musial J., and Trystram D. Novel dual discounting functions for the Internet shopping optimization problem: new algorithms. J. Sched., 19(3):245–255, 2016.10.1007/s10951-014-0390-0
  7. [7] Blazewicz J., Kovalyov M. Y., Musial J., Urbanski A. P., and Wojciechowski A. Internet shopping optimization problem. Int. J. Appl. Math. Comput. Sci., 20(2):385–390, 2010.10.2478/v10006-010-0028-0
  8. [8] Blazewicz J. and Musial J. E-Commerce Evaluation – Multi-Item Internet Shopping. Optimization and Heuristic Algorithms. In Hu B., Morasch K., Pickl S., and Siegle M., editors, Operations Research Proceedings 2010: Selected Papers of the Annual International Conference of the German Operations Research Society, pages 149–154. Springer, Berlin, Heidelberg, 2011.10.1007/978-3-642-20009-0_24
  9. [9] Calheiros R., Ranjan R., and Buyya R. Virtual Machine Provisioning Based on Analytical Performance and QoS in Cloud Computing Environments. In Parallel Processing (ICPP), 2011 International Conference on, pages 295–304, Sept 2011.10.1109/ICPP.2011.17
  10. [10] Columbus L. Roundup Of Cloud Computing Forecasts And Market Estimates, 2016. www.forbes.com/sites/louiscolumbus/2016/03/13/roundup-of-cloud-computing-forecasts-and-market-estimates-2016, 2016. Accessed: 2016-06-16.
  11. [11] Ehrgott M. Multicriteria Optimization. Springer-Verlag, Berlin Heidelberg, 2005.
  12. [12] Garey M. R. and Johnson D. S. Computers and Intractability, A Guide to the Theory of NP-Completeness. W.H. Freeman and Company, New York, 1979.
  13. [13] Guan Z. and Melodia T. The Value of Cooperation: Minimizing User Costs in Multi-broker Mobile Cloud Computing Networks. IEEE Trans. Cloud Comput., PP(99):1–1, 2015.
  14. [14] Gutierrez-Garcia J. O. and Sim K. M. Agent-based Cloud service composition. Appl. Intell., 38(3):436–464, 2012.10.1007/s10489-012-0380-x
  15. [15] Guzek M., Bouvry P., and Talbi E.-G. A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article]. IEEE Comput. Intell. Mag., 10(2):53–67, May 2015.10.1109/MCI.2015.2405351
  16. [16] Guzek M., Gniewek A., Bouvry P., Musial J., and Blazewicz J. Cloud Brokering: Current Practices and Upcoming Challenges. IEEE Cloud Comput., 2(2):40–47, Mar 2015.10.1109/MCC.2015.32
  17. [17] International Telecommunication Union. Information technology — Cloud computing — Overview and vocabulary. Technical Report ITU-T Y.3500, International Organization for Standardization, 2014.
  18. [18] Karp R. M. Reducibility among Combinatorial Problems. In Miller R. E., Thatcher J. W., and Bohlinger J. D., editors, Complexity of Computer Computations, The IBM Research Symposia Series, pages 85–103. Springer US, 1972.10.1007/978-1-4684-2001-2_9
  19. [19] Kim S.-H., Kang D.-K., Kim W.-J., Chen M., and Youn C.-H. A Science Gateway Cloud With Cost-Adaptive VM Management for Computational Science and Applications. IEEE Syst. J., 11(1):173–185, 2016.10.1109/JSYST.2015.2501750
  20. [20] Lopez-Loces M. C., Musial J., Pecero J. E., Fraire-Huacuja H. J., Blazewicz J., and Bouvry P. Exact and heuristic approaches to solve the Internet shopping optimization problem with delivery costs. Int. J. Appl. Math. Comput. Sci., 26(2):391–406, 2016.10.1515/amcs-2016-0028
  21. [21] Lucas-Simarro J. L., Moreno-Vozmediano R., Montero R. S., and Llorente I. M. Scheduling strategies for optimal service deployment across multiple clouds. Future Gener. Comput. Syst., 29(6):1431–1441, 2013.10.1016/j.future.2012.01.007
  22. [22] Lucas-Simarro J. L., Moreno-Vozmediano R., Montero R. S., and Llorente I. M. Cost optimization of virtual infrastructures in dynamic multi-cloud scenarios. Concurr. Comput.: Pract. Exp., 27(9):2260–2277, 2015.10.1002/cpe.2972
  23. [23] Ludwig A. and Schmid S. Distributed Cloud Market: Who Benefits from Specification Flexibilities? SIGMETRICS Perform. Eval. Rev., 43(3):38–41, Nov. 2015.10.1145/2847220.2847230
  24. [24] Lund C. and Yannakakis M. On the hardness of approximating minimization problems. J ACM, 41(5):960–981, Sept. 1994.10.1145/185675.306789
  25. [25] Mell P. and Grance T. The NIST definition of cloud computing. Natl. Inst. Stand. Technol., 53(6):50, 2009.
  26. [26] Moens H., Truyen E., Walraven S., Joosen W., Dhoedt B., and De Turck F. Cost-Effective Feature Placement of Customizable Multi-Tenant Applications in the Cloud. J. Netw. Syst. Manag., 22(4):517–558, 2013.10.1007/s10922-013-9265-5
  27. [27] Moreno-Vozmediano R., Montero R. S., and Llorente I. M. IaaS Cloud Architecture: From Virtualized Datacenters to Federated Cloud Infrastructures. IEEE Comput., 45(12):65–72, 2012.10.1109/MC.2012.76
  28. [28] Musial J. and Lopez-Loces M. C. Trustworthy Online Shopping with Price Impact. Found. Comput. Decis. Sci., 42(2):121–136, 2017.10.1515/fcds-2017-0005
  29. [29] Musial J., Pecero J. E., Lopez-Loces M. C., Fraire-Huacuja H. J., Bouvry P., and Blazewicz J. Algorithms solving the Internet shopping optimization problem with price discounts. Bull. Pol. Ac. Sci.: Tech. Sci., 64(3):505–516, 2016.10.1515/bpasts-2016-0056
  30. [30] Nesmachnow S., Iturriaga S., and Dorronsoro B. Effcient Heuristics for Profit Optimization of Virtual Cloud Brokers. IEEE Comput. Intell. Mag., 10(1):33–43, Feb 2015.10.1109/MCI.2014.2369893
  31. [31] Nir M., Matrawy A., and St-Hilaire M. Economic and Energy Considerations for Resource Augmentation in Mobile Cloud Computing. IEEE Trans. Cloud Comput., PP(99):1–1, 2015.10.1109/TCC.2015.2469665
  32. [32] Prasad G. V., Prasad A. S., and Rao S. A combinatorial auction mechanism for multiple resource procurement in cloud computing. IEEE Transactions on Cloud Computing, 6(4):904–914, 2018.10.1109/TCC.2016.2541150
  33. [33] Rajavel R. and Thangarathanam M. Adaptive Probabilistic Behavioural Learning System for the e ective behavioural decision in cloud trading negotiation market. Future Gener. Comput. Syst., 58:29–41, 2016.10.1016/j.future.2015.12.007
  34. [34] Samaan N. A Novel Economic Sharing Model in a Federation of Selfish Cloud Providers. IEEE Trans. Parallel Distrib. Syst., 25(1):12–21, Jan 2014.10.1109/TPDS.2013.23
  35. [35] Sawik B. Selected Multiobjective Methods for Multiperiod Portfolio Optimization by Mixed Integer Programming. In Lawrence K. D. and Kleinman G., editors, Applications in Multicriteria Decision Making, Data Envelopment Analysis, and Finance, volume 14 of Applications of Management Science, pages 3–34, Bingley, UK, 2010. Emerald Group Publishing Limited.10.1108/S0276-8976(2010)0000014004
  36. [36] Shawish A. and Salama M. Cloud Computing: Paradigms and Technologies, pages 39–67. Springer Berlin Heidelberg, Berlin, Heidelberg, 2014.10.1007/978-3-642-35016-0_2
  37. [37] Sim K. M. Agent-Based Cloud Computing. IEEE Trans. Serv. Comput., 5(4):564–577, Fourth 2012.10.1109/TSC.2011.52
  38. [38] Somasundaram T. S. and Govindarajan K. CLOUDRB: A framework for scheduling and managing High-Performance Computing (HPC) applications in science cloud. Future Gener. Comput. Syst., 34:47–65, 2014.10.1016/j.future.2013.12.024
  39. [39] Tordsson J., Montero R. S., Moreno-Vozmediano R., and Llorente I. M. Cloud brokering mechanisms for optimized placement of virtual machines across multiple providers. Future Gener. Comput. Syst., 28(2):358–367, 2012.10.1016/j.future.2011.07.003
  40. [40] Varrette S., Bouvry P., Cartiaux H., and Georgatos F. Management of an academic HPC cluster: The UL experience. In Proc. of the 2014 Intl. Conf. on High Performance Computing & Simulation (HPCS 2014), pages 959–967, Bologna, Italy, July 2014.10.1109/HPCSim.2014.6903792
  41. [41] Visée M., Teghem J., Pirlot M., and Ulungu E. Two-phases Method and Branch and Bound Procedures to Solve the Bi–objective Knapsack Problem. J. Glob. Optim., 12(2):139–155, 1998.10.1023/A:1008258310679
  42. [42] Wang W., Niu D., Liang B., and Li B. Dynamic Cloud Instance Acquisition via IaaS Cloud Brokerage. IEEE Trans. Parallel Distrib. Syst., 26(6):1580–1593, June 2015.10.1109/TPDS.2014.2326409
  43. [43] Wojciechowski A. and Musial J. A customer assistance system: Optimizing basket cost. Found. Comput. Decis. Sci., 34(1):59–69, 2009.
  44. [44] Wojciechowski A. and Musial J. Towards Optimal Multi-item Shopping Basket Management: Heuristic Approach. In Meersman R., Dillon T., and Herrero P., editors, On the Move to Meaningful Internet Systems: OTM 2010 Workshops, volume 6428 of Lecture Notes in Computer Science, pages 349–357, Berlin, 2010. Springer-Verlag.10.1007/978-3-642-16961-8_54
  45. [45] Zhang R., Wu K., Li M., and Wang J. Online Resource Scheduling Under Concave Pricing for Cloud Computing. IEEE Trans. Parallel Distrib. Syst., 27(4):1131–1145, 2016.10.1109/TPDS.2015.2432799
  46. [46] Zhou A., Sun Q., Sun L., Li J., and Yang F. Maximizing the profits of cloud service providers via dynamic virtual resource renting approach. EURASIP J. Wirel. Commun. Netw., 2015(1):1–12, 2015.10.1186/s13638-015-0256-y
DOI: https://doi.org/10.2478/fcds-2019-0020 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
Language: English
Page range: 407 - 426
Submitted on: Feb 28, 2019
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Accepted on: Aug 21, 2019
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Published on: Nov 25, 2019
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2019 Jedrzej Musial, Emmanuel Kieffer, Mateusz Guzek, Gregoire Danoy, Shyam S. Wagle, Pascal Bouvry, Jacek Blazewicz, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.