Skip to main content

2014 | OriginalPaper | Buchkapitel

+Cloud: A Virtual Organization of Multiagent System for Resource Allocation into a Cloud Computing Environment

verfasst von : Fernando De la Prieta, Sara Rodríguez, Javier Bajo, Juan M. Corchado

Erschienen in: Transactions on Computational Collective Intelligence XV

Verlag: Springer Berlin Heidelberg

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

search-config
loading …

Abstract

Nowadays Cloud Computing has gained in importance at a remarkable pace. The key characteristic of this technology is the possibility to provide new resources to the services in an elastic way according to current demand. In contrast to Cloud Computing, Multiagent Systems are focus on other features such as autonomy, decentralization, auto-organization, etc. This study demonstrates that this features of MAS are suitable to manage the physical infrastructure of a Cloud Computing environment, in other words, we present +Cloud which is a cloud platform managed by a Multiagent System.

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!

Literatur
1.
Zurück zum Zitat Abras, S., Ploix, S., Pesty, P., Jacomino, P.: A multi-agent home automation system for power management. In: Cetto, J.A., Ferrier, J.-L., dias Pereira, J.M.C., Filipe, J. (eds.) Informatics in Control Automation and Robotics. LNCS, vol. 15, pp. 59–68. Springer, Heidelberg (2008)CrossRef Abras, S., Ploix, S., Pesty, P., Jacomino, P.: A multi-agent home automation system for power management. In: Cetto, J.A., Ferrier, J.-L., dias Pereira, J.M.C., Filipe, J. (eds.) Informatics in Control Automation and Robotics. LNCS, vol. 15, pp. 59–68. Springer, Heidelberg (2008)CrossRef
2.
Zurück zum Zitat An, B., Lesser, V., Irwin, D., Zin, M.: Automated negotiation with decommitment for dynamic resource allocation in cloud computing. In: AAMAS’10 Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems, vol. 1, pp. 981–988 (2010) An, B., Lesser, V., Irwin, D., Zin, M.: Automated negotiation with decommitment for dynamic resource allocation in cloud computing. In: AAMAS’10 Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems, vol. 1, pp. 981–988 (2010)
3.
Zurück zum Zitat Argente, E., Botti, V., Julian, V.: GORMAS: an organizational-oriented methodological guideline for open MAS. In: Gleizes, M.-P., Gomez-Sanz, J.J. (eds.) AOSE 2009. LNCS, vol. 6038, pp. 32–47. Springer, Heidelberg (2011)CrossRef Argente, E., Botti, V., Julian, V.: GORMAS: an organizational-oriented methodological guideline for open MAS. In: Gleizes, M.-P., Gomez-Sanz, J.J. (eds.) AOSE 2009. LNCS, vol. 6038, pp. 32–47. Springer, Heidelberg (2011)CrossRef
4.
Zurück zum Zitat Armbrust, M., Fox, A., Griffith, R., Joseph, A.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 Armbrust, M., Fox, A., Griffith, R., Joseph, A.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
5.
Zurück zum Zitat Barham, P., Dragovic, B., Fraser, K., Hand, S., Harris, T., Ho, A., Neugebauer, R., Pratt, I., Warfield, A.: Xend and the art of virtualization. In: ACM Symposium on Operating System Principles, Boltoin Landing, NY, USA, pp. 164–177 (2003) Barham, P., Dragovic, B., Fraser, K., Hand, S., Harris, T., Ho, A., Neugebauer, R., Pratt, I., Warfield, A.: Xend and the art of virtualization. In: ACM Symposium on Operating System Principles, Boltoin Landing, NY, USA, pp. 164–177 (2003)
6.
Zurück zum Zitat Búrdalo, L., Terrasa, A., Julián, V., Zato, C., Rodríguez, S., Bajo, J., Corchado, J.M.: Improving the tracing system in PANGEA using the TRAMMAS model. In: Pavón, J., Duque-Méndez, N.D., Fuentes-Fernández, R. (eds.) IBERAMIA 2012. LNCS, vol. 7637, pp. 422–431. Springer, Heidelberg (2012)CrossRef Búrdalo, L., Terrasa, A., Julián, V., Zato, C., Rodríguez, S., Bajo, J., Corchado, J.M.: Improving the tracing system in PANGEA using the TRAMMAS model. In: Pavón, J., Duque-Méndez, N.D., Fuentes-Fernández, R. (eds.) IBERAMIA 2012. LNCS, vol. 7637, pp. 422–431. Springer, Heidelberg (2012)CrossRef
7.
Zurück zum Zitat Buyya, R.: Market-oriented cloud computing: vision, hype, and reality for delivering it services as computing utilities. In: 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009, CCGRID’09, pp. 5–13 (2009) Buyya, R.: Market-oriented cloud computing: vision, hype, and reality for delivering it services as computing utilities. In: 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009, CCGRID’09, pp. 5–13 (2009)
8.
Zurück zum Zitat Carrascosa, C., Giret, A., Julian, V., Rebollo, M., Argente, E., Botti, V.: Service oriented MAS: an open architecture. In: Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, May 2009, vol. 2, pp. 1291–1292 (2009) Carrascosa, C., Giret, A., Julian, V., Rebollo, M., Argente, E., Botti, V.: Service oriented MAS: an open architecture. In: Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, May 2009, vol. 2, pp. 1291–1292 (2009)
9.
Zurück zum Zitat Chellappa, R.: Intermediaries in cloud-computing: a new computing paradigm. In: INFORMS, Cluster: Electronic Commerce, Dallas, Texas (1997) Chellappa, R.: Intermediaries in cloud-computing: a new computing paradigm. In: INFORMS, Cluster: Electronic Commerce, Dallas, Texas (1997)
10.
Zurück zum Zitat Chen, C., Wang, K.: Cloud computing for agent-based urban transportation system. IEEE Intell. Syst. 26, 73–79 (2011) Chen, C., Wang, K.: Cloud computing for agent-based urban transportation system. IEEE Intell. Syst. 26, 73–79 (2011)
11.
Zurück zum Zitat Cheng, Y., Low, M.Y.H., Zhou, S., Cai, W., Seng Choo, C.: Evolving agent-based simulations in the clouds. In: Third International Workshop on Advanced Computational Intelligence (IWACI), pp. 244–249 (2010) Cheng, Y., Low, M.Y.H., Zhou, S., Cai, W., Seng Choo, C.: Evolving agent-based simulations in the clouds. In: Third International Workshop on Advanced Computational Intelligence (IWACI), pp. 244–249 (2010)
12.
Zurück zum Zitat Corchado, J.M., Pavón, J., Corchado, E.S., Castillo, L.F.: Development of CBR-BDI agents: a tourist guide application. In: Smith, I., Faltings, B.V. (eds.) EWCBR 1996. LNCS, vol. 1168, pp. 547–559. Springer, Heidelberg (2004)CrossRef Corchado, J.M., Pavón, J., Corchado, E.S., Castillo, L.F.: Development of CBR-BDI agents: a tourist guide application. In: Smith, I., Faltings, B.V. (eds.) EWCBR 1996. LNCS, vol. 1168, pp. 547–559. Springer, Heidelberg (2004)CrossRef
13.
Zurück zum Zitat Cordeiro, R.C., Fonseca, J.M., Donellan, A.: Euronet lab a cloud based laboratory environment. In: Global Engineering Education Conference (EDUCON), 2012, pp. 1–9. IEEE (2012) Cordeiro, R.C., Fonseca, J.M., Donellan, A.: Euronet lab a cloud based laboratory environment. In: Global Engineering Education Conference (EDUCON), 2012, pp. 1–9. IEEE (2012)
14.
Zurück zum Zitat Crockford, D.: The application/json media type for javascript object notation (json) (2006) Crockford, D.: The application/json media type for javascript object notation (json) (2006)
15.
Zurück zum Zitat Dębski, R., Byrski, A., Kisiel-Dorohinicki, M.: Towards and agent-based augmented cloud. J. Telecommun. Inf. Technol. 6, 16–22 (2012) Dębski, R., Byrski, A., Kisiel-Dorohinicki, M.: Towards and agent-based augmented cloud. J. Telecommun. Inf. Technol. 6, 16–22 (2012)
16.
Zurück zum Zitat Erdogmus, H.: Cloud computing: does Nirvana hide behind the Nebula? IEEE Softw. 26(2), 3–6 (2009)CrossRef Erdogmus, H.: Cloud computing: does Nirvana hide behind the Nebula? IEEE Softw. 26(2), 3–6 (2009)CrossRef
17.
Zurück zum Zitat Franklin, S., Graesser, A.: Is it an agent, or just a program? a taxonomy for autonomous agents. In: Jennings, N.R., Wooldridge, M.J., Müller, J.P. (eds.) ECAI-WS 1996 and ATAL 1996. LNCS, vol. 1193, pp. 21–35. Springer, Heidelberg (1997)CrossRef Franklin, S., Graesser, A.: Is it an agent, or just a program? a taxonomy for autonomous agents. In: Jennings, N.R., Wooldridge, M.J., Müller, J.P. (eds.) ECAI-WS 1996 and ATAL 1996. LNCS, vol. 1193, pp. 21–35. Springer, Heidelberg (1997)CrossRef
18.
Zurück zum Zitat Grewa, R.K., Pateriya, P.K.: A rule-based approach for effective resource provisioning in hybrid cloud environment. Int. J. Comput. Sci. Inform. 1, 101–106 (2012) Grewa, R.K., Pateriya, P.K.: A rule-based approach for effective resource provisioning in hybrid cloud environment. Int. J. Comput. Sci. Inform. 1, 101–106 (2012)
19.
Zurück zum Zitat Heras, S., De la Prieta, F., Julian, V., Rodríguez, S., Botti, V., Bajo, J., Corchado, J.M.: Agreement technologies and their use in cloud computing environments. Prog. Artif. Intell. 1(4), 277–290 (2012)CrossRef Heras, S., De la Prieta, F., Julian, V., Rodríguez, S., Botti, V., Bajo, J., Corchado, J.M.: Agreement technologies and their use in cloud computing environments. Prog. Artif. Intell. 1(4), 277–290 (2012)CrossRef
20.
Zurück zum Zitat Jin Kim, M., Gun Yoon, H., Ku Lee, H.: IMAV: an intelligent multi-agent model based on cloud computing for resource virtualization. In: Lee, R. (ed.) Computers, Networks, Systems, and Industrial Engineering. Studies in Computational Intelligence, vol. 365, pp. 99–111. Springer, Heidelberg (2011) Jin Kim, M., Gun Yoon, H., Ku Lee, H.: IMAV: an intelligent multi-agent model based on cloud computing for resource virtualization. In: Lee, R. (ed.) Computers, Networks, Systems, and Industrial Engineering. Studies in Computational Intelligence, vol. 365, pp. 99–111. Springer, Heidelberg (2011)
21.
Zurück zum Zitat Karnouskos, S., de Holanda, T.N.: Simulation of a smart grid city with software agents. In: Third UKSim European Symposium on Computer Modeling and Simulation, 2009, EMS’09, pp. 424–429 (2009) Karnouskos, S., de Holanda, T.N.: Simulation of a smart grid city with software agents. In: Third UKSim European Symposium on Computer Modeling and Simulation, 2009, EMS’09, pp. 424–429 (2009)
22.
Zurück zum Zitat Kok, J.K., Warmer, C.J., Kamphuis, I.G.. PowerMatcher: multiagent control in the electricity infrastructure. In: Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’05), pp. 75–82. ACM, New York (2005) Kok, J.K., Warmer, C.J., Kamphuis, I.G.. PowerMatcher: multiagent control in the electricity infrastructure. In: Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’05), pp. 75–82. ACM, New York (2005)
23.
Zurück zum Zitat Lagorse, J., Paire, D., Miraoui, A.: A multi-agent system for energy management of distributed power sources. Renew. Energy 35(1), 174–182 (2010)CrossRef Lagorse, J., Paire, D., Miraoui, A.: A multi-agent system for energy management of distributed power sources. Renew. Energy 35(1), 174–182 (2010)CrossRef
24.
Zurück zum Zitat Li, Y., Luo, Z.: A cooperative ad hoc routing based on cluster agent. In: IEEE Conference: 7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), Wuhan, People’s Republic of China, pp. 23–25 (2011) Li, Y., Luo, Z.: A cooperative ad hoc routing based on cluster agent. In: IEEE Conference: 7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), Wuhan, People’s Republic of China, pp. 23–25 (2011)
25.
Zurück zum Zitat Li, Z., Chen, C., Wang, K.: Cloud computing for agent-based urban transportation systems. IEEE Intell. Syst. 26(1), 73–79 (2011)CrossRef Li, Z., Chen, C., Wang, K.: Cloud computing for agent-based urban transportation systems. IEEE Intell. Syst. 26(1), 73–79 (2011)CrossRef
26.
Zurück zum Zitat Lohr, S.: Google and IBM join in cloud computing research. New York Times (2007) Lohr, S.: Google and IBM join in cloud computing research. New York Times (2007)
27.
Zurück zum Zitat McArthur, S.D.J., Davidson, E.M., Catterson, V.M., Dimeas, A.L., Hatziargyriou, N.D., Ponci, F., Funabashi, T.: Multi-agent systems for power engineering applications—part II: technologies, standards, and tools for building multi-agent systems. IEEE Trans. Power Syst. 22(4), 1753–1759 (2007)CrossRef McArthur, S.D.J., Davidson, E.M., Catterson, V.M., Dimeas, A.L., Hatziargyriou, N.D., Ponci, F., Funabashi, T.: Multi-agent systems for power engineering applications—part II: technologies, standards, and tools for building multi-agent systems. IEEE Trans. Power Syst. 22(4), 1753–1759 (2007)CrossRef
28.
Zurück zum Zitat Mell, P., Grance, T.: The NIST definition of cloud computing. In: NIST Special Publication, 800-145, pp. 1–3. NIST (2011) Mell, P., Grance, T.: The NIST definition of cloud computing. In: NIST Special Publication, 800-145, pp. 1–3. NIST (2011)
29.
Zurück zum Zitat Mong Sim, K.: Agent-based cloud commerce. In: IEEE International Conference on Industrial Engineering and Engineering Management, pp. 717–721 (2009) Mong Sim, K.: Agent-based cloud commerce. In: IEEE International Conference on Industrial Engineering and Engineering Management, pp. 717–721 (2009)
30.
Zurück zum Zitat Nurmi, D., Wolski, R., Grzegorczyk, C., Obertelli, G., Soman, S., Youseff, L., Zagorodnov, D.: The eucalyptus open-source cloud-computing system. In: 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009, CCGRID’09, May 2009, pp. 124–131 (2009) Nurmi, D., Wolski, R., Grzegorczyk, C., Obertelli, G., Soman, S., Youseff, L., Zagorodnov, D.: The eucalyptus open-source cloud-computing system. In: 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009, CCGRID’09, May 2009, pp. 124–131 (2009)
31.
Zurück zum Zitat Ross, J.W., Westerman, G.: Preparing for utility computing: the role of IT architecture and relationship management. IBM Syst. J. 43(1), 5–19 (2004)CrossRef Ross, J.W., Westerman, G.: Preparing for utility computing: the role of IT architecture and relationship management. IBM Syst. J. 43(1), 5–19 (2004)CrossRef
32.
Zurück zum Zitat Schuldt, A., Hribernik, K., Gehrke, J.D., Thoben, K.D., Herzog, O.: Cloud computing for autonomous control in logistics. In: Ehrich, H.-D. (ed.) GI Jahrestagung. LNI, vol. 175, pp. 305–310. Springer, Heidelberg (2010) Schuldt, A., Hribernik, K., Gehrke, J.D., Thoben, K.D., Herzog, O.: Cloud computing for autonomous control in logistics. In: Ehrich, H.-D. (ed.) GI Jahrestagung. LNI, vol. 175, pp. 305–310. Springer, Heidelberg (2010)
33.
Zurück zum Zitat Schuldt, A., Hribernik, K.A., Gehrke, J.D., Thoben, K.D., Herzog, O.: Cloud computing for autonomous control in logistics. In: 10th Annual Conference of the German Society for Computer Science (2010) Schuldt, A., Hribernik, K.A., Gehrke, J.D., Thoben, K.D., Herzog, O.: Cloud computing for autonomous control in logistics. In: 10th Annual Conference of the German Society for Computer Science (2010)
34.
Zurück zum Zitat Siebenhaar, M., Nguyen, B., Lampe, U., Schuller, D., Steinmetz, R.: Concurrent negotiations in cloud-based systems. In: Vanmechelen, K., Altmann, J., Rana, O. (eds.) GECON 2011. LNCS, vol. 7150, pp. 17–31. Springer, Heidelberg (2012)CrossRef Siebenhaar, M., Nguyen, B., Lampe, U., Schuller, D., Steinmetz, R.: Concurrent negotiations in cloud-based systems. In: Vanmechelen, K., Altmann, J., Rana, O. (eds.) GECON 2011. LNCS, vol. 7150, pp. 17–31. Springer, Heidelberg (2012)CrossRef
35.
Zurück zum Zitat Singh, A., Malhotra, M.: Agent based framework for scalability in cloud computing. Int. J. Comput. Sci. Eng. Technol. (IJCSET) 3, 41–45 (2012) Singh, A., Malhotra, M.: Agent based framework for scalability in cloud computing. Int. J. Comput. Sci. Eng. Technol. (IJCSET) 3, 41–45 (2012)
36.
Zurück zum Zitat Stoica, F., Morris, D., Karger, M., Kaashoek, F., Balakrishnan, H.: Chord: a scalable peer-to-peer lookup service for internet applications. In: Proceedings of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, SIGCOMM’01, pp. 149–160 (2001) Stoica, F., Morris, D., Karger, M., Kaashoek, F., Balakrishnan, H.: Chord: a scalable peer-to-peer lookup service for internet applications. In: Proceedings of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, SIGCOMM’01, pp. 149–160 (2001)
37.
Zurück zum Zitat Takato Endo, P., Estácio Gonçalves, G., Kelner, J., Sadok, D.: A survey on open-source cloud computing solutions. In: Brazilian Symposium on Computer Networks and Distributed Systems, pp. 3–16 (2010) Takato Endo, P., Estácio Gonçalves, G., Kelner, J., Sadok, D.: A survey on open-source cloud computing solutions. In: Brazilian Symposium on Computer Networks and Distributed Systems, pp. 3–16 (2010)
38.
Zurück zum Zitat Talia, D.: Clouds meet agents: towards intelligent cloud services. IEEE Internet Comput. 16(2), 78–81 (2012)CrossRef Talia, D.: Clouds meet agents: towards intelligent cloud services. IEEE Internet Comput. 16(2), 78–81 (2012)CrossRef
39.
Zurück zum Zitat Venkataramana, K., Padmavathamma, M.: Agent-based approach for authentication in cloud. IRACST – Int. J. Comput. Sci. Inf. Technol. Secur. 2(3), 598–603 (2012) Venkataramana, K., Padmavathamma, M.: Agent-based approach for authentication in cloud. IRACST – Int. J. Comput. Sci. Inf. Technol. Secur. 2(3), 598–603 (2012)
40.
Zurück zum Zitat Wang, L., Tao, J., Kunze, M., Castellanos, A.C., Kramer, D., Karl, W.: Scientific cloud computing: early definition and experience. In: HPCC’08: 10th IEEE International Conference on High Performance Computing and Communications, pp. 825–830 (2008) Wang, L., Tao, J., Kunze, M., Castellanos, A.C., Kramer, D., Karl, W.: Scientific cloud computing: early definition and experience. In: HPCC’08: 10th IEEE International Conference on High Performance Computing and Communications, pp. 825–830 (2008)
41.
Zurück zum Zitat Zato, C., Sanchez, A., Villarrubia, G., Rodriguez, S., Corchado, J.M., Bajo, J.: Platform for building large-scale agent-based systems. In: 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 69–73 (2012) Zato, C., Sanchez, A., Villarrubia, G., Rodriguez, S., Corchado, J.M., Bajo, J.: Platform for building large-scale agent-based systems. In: 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 69–73 (2012)
42.
Zurück zum Zitat Zato, C., Villarrubia, G., Sánchez, A., Barri, I., Soler, E.R., del Viso, A.F., Sánchez, C.R., Cabo, J.A., Álamos, T., Sanz, J., Seco, J., Bajo, J., Corchado, J.M.: PANGEA - platform for automatic coNstruction of orGanizations of intElligent agents. In: Omatu, S., De Paz Santana, J.F., Rodríguez-González, S., Molina, J.M., Bernardos, A.M., Rodríguez, J.M.C. (eds.) Distributed Computing and Artificial Intelligence. Advances in Intelligent and Soft Computing, vol. 151, pp. 229–239. Springer, Heidelberg (2012)CrossRef Zato, C., Villarrubia, G., Sánchez, A., Barri, I., Soler, E.R., del Viso, A.F., Sánchez, C.R., Cabo, J.A., Álamos, T., Sanz, J., Seco, J., Bajo, J., Corchado, J.M.: PANGEA - platform for automatic coNstruction of orGanizations of intElligent agents. In: Omatu, S., De Paz Santana, J.F., Rodríguez-González, S., Molina, J.M., Bernardos, A.M., Rodríguez, J.M.C. (eds.) Distributed Computing and Artificial Intelligence. Advances in Intelligent and Soft Computing, vol. 151, pp. 229–239. Springer, Heidelberg (2012)CrossRef
43.
Zurück zum Zitat Zhang, Q., Cheng, L., Boutaba, R.: Cloud computing: state-of-the-art and research challenges. J. Internet Serv. Appl. 1(1), 7–18 (2010)CrossRef Zhang, Q., Cheng, L., Boutaba, R.: Cloud computing: state-of-the-art and research challenges. J. Internet Serv. Appl. 1(1), 7–18 (2010)CrossRef
Metadaten
Titel
+Cloud: A Virtual Organization of Multiagent System for Resource Allocation into a Cloud Computing Environment
verfasst von
Fernando De la Prieta
Sara Rodríguez
Javier Bajo
Juan M. Corchado
Copyright-Jahr
2014
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-44750-5_8