Skip to main content

2017 | OriginalPaper | Buchkapitel

Trade-offs Based Decision System for Adoption of Cloud-Based Services

verfasst von : Radhika Garg, Marc Heimgartner, Burkhard Stiller

Erschienen in: Cloud Computing and Services Science

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Decision of adopting any new technology in an organization is a crucial decision as it can have impact at the technical, economical, and organizational level. Therefore, the decision to adopt Cloud-based services has to be based on a methodology that supports a wide array of criteria for evaluating available alternatives. Also, as these criteria or factors can be mutually interdependent and conflicting, a trade-offs-based methodology is needed to take a decisions.
This paper discusses the design, implementation, and evaluation of the prototype developed for automating the extended theoretical methodology of Trade-offs based Methodology for Adoption of Cloud-based Services (TrAdeCIS) developed in [5]. This system is based on Multi-attribute Decision Algorithms (MADA), which selects the best alternative, based on priorities of criteria of a decision maker. The applicability of this methodology to the adoption of cloud-based services in an organization is validated with a use-case and is even extended to other domains, especially for Train Operating Companies.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
Complexity: \(N*(M+(M-1)+M^{1/2})+2*M*N+2*N+2*(N*(M+(M-1)+M^{1/2})+2*N = 8*M*N+N+3*M^{1/2} = O(M*N)\).
 
2
Complexity: \(2*N^3+M*N+M*N = O(N^3)\).
 
Literatur
1.
Zurück zum Zitat Armburst, M., Fox, A., Griffith, R., Anthony, J.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., Zaharia, M.: A view of cloud computing. Commun. ACM 53(4), 50–58 (2010)CrossRef Armburst, M., Fox, A., Griffith, R., Anthony, J.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., Zaharia, M.: A view of cloud computing. Commun. ACM 53(4), 50–58 (2010)CrossRef
2.
Zurück zum Zitat Beserra, P.V., Camara, A., Ximenes, R., Albuquerque, A.B., Mendonça, N.C.: Cloudstep: a step-by-step decision process to support legacy application migration to the cloud. In: IEEE 6th International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems (MESOCA), Trento, Italy, pp. 7–16 (2012) Beserra, P.V., Camara, A., Ximenes, R., Albuquerque, A.B., Mendonça, N.C.: Cloudstep: a step-by-step decision process to support legacy application migration to the cloud. In: IEEE 6th International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems (MESOCA), Trento, Italy, pp. 7–16 (2012)
4.
Zurück zum Zitat Garg, R., Heimgartner, M., Stiller, B.: Decision support system for adoption of cloud-based services. In: 6th International Conference on Cloud Computing and Services Science, Rome, Italy, pp. 71–82, April 2016 Garg, R., Heimgartner, M., Stiller, B.: Decision support system for adoption of cloud-based services. In: 6th International Conference on Cloud Computing and Services Science, Rome, Italy, pp. 71–82, April 2016
5.
Zurück zum Zitat Garg, R., Stiller, B.: Trade-off-based adoption methodology for cloud-based infrastructures and services. In: Sperotto, A., Doyen, G., Latré, S., Charalambides, M., Stiller, B. (eds.) AIMS 2014. LNCS, vol. 8508, pp. 1–14. Springer, Heidelberg (2014). doi:10.1007/978-3-662-43862-6_1 Garg, R., Stiller, B.: Trade-off-based adoption methodology for cloud-based infrastructures and services. In: Sperotto, A., Doyen, G., Latré, S., Charalambides, M., Stiller, B. (eds.) AIMS 2014. LNCS, vol. 8508, pp. 1–14. Springer, Heidelberg (2014). doi:10.​1007/​978-3-662-43862-6_​1
6.
Zurück zum Zitat Garg, R., Stiller, B.: Factors affecting cloud adoption and their interrelations. In: Proceedings of the 5th International Conference on Cloud Computing and Services Science (CLOSER), SCITEPRESS (Science and Technology Publications, Lda), Lisbon, Portugal, pp. 87–94, May 2015 Garg, R., Stiller, B.: Factors affecting cloud adoption and their interrelations. In: Proceedings of the 5th International Conference on Cloud Computing and Services Science (CLOSER), SCITEPRESS (Science and Technology Publications, Lda), Lisbon, Portugal, pp. 87–94, May 2015
7.
Zurück zum Zitat Heimgartner, M.: Design and implementation of prototype for TrAdeCIS. Department of Informatics, University of Zurich, Zurich, Switzerland. Communication Systems Group, December 2015 Heimgartner, M.: Design and implementation of prototype for TrAdeCIS. Department of Informatics, University of Zurich, Zurich, Switzerland. Communication Systems Group, December 2015
8.
Zurück zum Zitat Ishizaka, A., Nemery, P.: Multi-criteria Decision Analysis: Methods and Software. Wiley, Chichester (2013)CrossRef Ishizaka, A., Nemery, P.: Multi-criteria Decision Analysis: Methods and Software. Wiley, Chichester (2013)CrossRef
9.
Zurück zum Zitat Menzel, M., Schönherr, M., Tai, S.: (MC\(^{2}\))\(^{2}\): criteria, requirements and a software prototype for cloud infrastructure decisions. Softw. Pract. Experience 43(11), 1283–1297 (2013)CrossRef Menzel, M., Schönherr, M., Tai, S.: (MC\(^{2}\))\(^{2}\): criteria, requirements and a software prototype for cloud infrastructure decisions. Softw. Pract. Experience 43(11), 1283–1297 (2013)CrossRef
12.
Zurück zum Zitat Saaty, T.L., Vargas, L.G.: Decision Making with the Analytic Network Process. Springer, New York (2006)MATH Saaty, T.L., Vargas, L.G.: Decision Making with the Analytic Network Process. Springer, New York (2006)MATH
13.
Zurück zum Zitat Saripalli, P., Pingali, G.: MADMAC: Multiple Attribute Decision Methodology for Adoption of Clouds. In: IEEE 4th International Conference on Cloud Computing (CLOUD), Washington D.C., USA, pp. 316–323 (2011) Saripalli, P., Pingali, G.: MADMAC: Multiple Attribute Decision Methodology for Adoption of Clouds. In: IEEE 4th International Conference on Cloud Computing (CLOUD), Washington D.C., USA, pp. 316–323 (2011)
14.
Zurück zum Zitat Walker, E.: The real cost of a CPU hour. IEEE Comput. 42(4), 35–41 (2009)CrossRef Walker, E.: The real cost of a CPU hour. IEEE Comput. 42(4), 35–41 (2009)CrossRef
15.
Zurück zum Zitat Wang, J.J., Yang, D.L.: Using a hybrid multi-criteria decision aid method for information systems outsourcing. Comput. Oper. Res. 34(12), 3691–3700 (2007)CrossRefMATH Wang, J.J., Yang, D.L.: Using a hybrid multi-criteria decision aid method for information systems outsourcing. Comput. Oper. Res. 34(12), 3691–3700 (2007)CrossRefMATH
16.
Zurück zum Zitat Zardari, S., Bahsoon, R.: Cloud adoption: a goal-oriented requirements engineering approach. In: ACM 2nd International Workshop on Software Engineering for Cloud Computing, Honolulu, Hawaii, USA, pp. 29–35 (2011) Zardari, S., Bahsoon, R.: Cloud adoption: a goal-oriented requirements engineering approach. In: ACM 2nd International Workshop on Software Engineering for Cloud Computing, Honolulu, Hawaii, USA, pp. 29–35 (2011)
Metadaten
Titel
Trade-offs Based Decision System for Adoption of Cloud-Based Services
verfasst von
Radhika Garg
Marc Heimgartner
Burkhard Stiller
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-62594-2_4