Skip to main content

2018 | OriginalPaper | Buchkapitel

CloudsStorm: An Application-Driven Framework to Enhance the Programmability and Controllability of Cloud Virtual Infrastructures

verfasst von : Huan Zhou, Yang Hu, Jinshu Su, Cees de Laat, Zhiming Zhao

Erschienen in: Cloud Computing – CLOUD 2018

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Most current IaaS (Infrastructure-as-a-Service) clouds provide dedicated virtual infrastructure resources to cloud applications with only limited programmability and controllability, which enlarges the management gap between infrastructures and applications. Traditional DevOps (development and operations) approaches are not suitable in today’s cloud environments, because of the slow, manual and error-prone collaboration between developers and operations personnel. It is essential to involve the operation into the cloud application development phase, which needs to make the infrastructure able to be controlled by the application directly. Moreover, each of these cloud providers offers their own set of APIs to access the resources. It causes the vendor lock-in problem for the application when managing its infrastructure across federated clouds or multiple data centers. To mitigate this gap, we have designed CloudsStorm, an application-driven DevOps framework that allows the application directly program and control its infrastructure. In particular, it provides multi-level programmability and controllability according to the applications’ specifications. We evaluate it by comparing its functionality to other proposed solutions. Moreover, we implement an extensible TSV-Engine, which is the core component of CloudsStorm for managing infrastructures. It is the first to be able to provision a networked infrastructure among public clouds. At last, we conduct a set of experiments on actual clouds and compare with other related DevOps tools. The experimental results demonstrate our solution is efficient and outperforms others.

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 Wettinger, J., et al.: Streamlining DevOps automation for Cloud applications using TOSCA as standardized metamodel. FGCS 56, 317–332 (2016)CrossRef Wettinger, J., et al.: Streamlining DevOps automation for Cloud applications using TOSCA as standardized metamodel. FGCS 56, 317–332 (2016)CrossRef
2.
Zurück zum Zitat Keahey, K., Freeman, T.: Contextualization: providing one-click virtual clusters. In: IEEE Fourth International Conference on eScience 2008, pp. 301–308 (2008) Keahey, K., Freeman, T.: Contextualization: providing one-click virtual clusters. In: IEEE Fourth International Conference on eScience 2008, pp. 301–308 (2008)
3.
Zurück zum Zitat Caballer, M., de Alfonso, C., Moltó, G., Romero, E., Blanquer, I., García, A.: Codecloud: a platform to enable execution of programming models on the clouds. J. Syst. Softw. 93, 187–198 (2014)CrossRef Caballer, M., de Alfonso, C., Moltó, G., Romero, E., Blanquer, I., García, A.: Codecloud: a platform to enable execution of programming models on the clouds. J. Syst. Softw. 93, 187–198 (2014)CrossRef
4.
Zurück zum Zitat Dastjerdi, A.V., Garg, S.K., Rana, O.F., Buyya, R.: CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds. Softw.: Pract. Exp. 45, 197–231 (2015) Dastjerdi, A.V., Garg, S.K., Rana, O.F., Buyya, R.: CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds. Softw.: Pract. Exp. 45, 197–231 (2015)
5.
Zurück zum Zitat Diaz-Montes, J., AbdelBaky, M., Zou, M., Parashar, M.: CometCloud: enabling software-defined federations for end-to-end application workflows. IEEE Internet Comput. 19(1), 69–73 (2015)CrossRef Diaz-Montes, J., AbdelBaky, M., Zou, M., Parashar, M.: CometCloud: enabling software-defined federations for end-to-end application workflows. IEEE Internet Comput. 19(1), 69–73 (2015)CrossRef
6.
Zurück zum Zitat Jeferry, K., Kousiouris, G., Kyriazis, D., Altmann, J., Ciuffoletti, A., Maglogiannis, I., Nesi, P., Suzic, B., Zhao, Z.: Challenges emerging from future cloud application scenarios. Procedia Comput. Sci. 68, 227–237 (2015)CrossRef Jeferry, K., Kousiouris, G., Kyriazis, D., Altmann, J., Ciuffoletti, A., Maglogiannis, I., Nesi, P., Suzic, B., Zhao, Z.: Challenges emerging from future cloud application scenarios. Procedia Comput. Sci. 68, 227–237 (2015)CrossRef
7.
Zurück zum Zitat Marshall, P., Tufo, H.M., Keahey, K., La Bissoniere, D., Woitaszek, M.: Architecting a large-scale elastic environment-recontextualization and adaptive cloud services for scientific computing. In: ICSOFT (2012) Marshall, P., Tufo, H.M., Keahey, K., La Bissoniere, D., Woitaszek, M.: Architecting a large-scale elastic environment-recontextualization and adaptive cloud services for scientific computing. In: ICSOFT (2012)
8.
Zurück zum Zitat Caballer, M., Blanquer, I., Moltó, G., de Alfonso, C.: Dynamic management of virtual infrastructures. J. Grid Comput. 13(1), 53–70 (2015)CrossRef Caballer, M., Blanquer, I., Moltó, G., de Alfonso, C.: Dynamic management of virtual infrastructures. J. Grid Comput. 13(1), 53–70 (2015)CrossRef
9.
Zurück zum Zitat Zhao, Z., Grosso, P., Van der Ham, J., Koning, R., De Laat, C.: An agent based network resource planner for workflow applications. Multiagent Grid Syst. 7(6), 187–202 (2011)CrossRef Zhao, Z., Grosso, P., Van der Ham, J., Koning, R., De Laat, C.: An agent based network resource planner for workflow applications. Multiagent Grid Syst. 7(6), 187–202 (2011)CrossRef
10.
Zurück zum Zitat Wang, J., Taal, A., Martin, P., Hu, Y., Zhou, H., Pang, J., de Laat, C., Zhao, Z.: Planning virtual infrastructures for time critical applications with multiple deadline constraints. Future Gener. Comput. Syst. 75, 365–375 (2017)CrossRef Wang, J., Taal, A., Martin, P., Hu, Y., Zhou, H., Pang, J., de Laat, C., Zhao, Z.: Planning virtual infrastructures for time critical applications with multiple deadline constraints. Future Gener. Comput. Syst. 75, 365–375 (2017)CrossRef
12.
Zurück zum Zitat Ouyang, X., Garraghan, P., Primas, B., McKee, D., Townend, P., Xu, J.: Adaptive speculation for efficient internetware application execution in clouds. ACM Trans. Internet Technol. (TOIT) 18(2), 15 (2018)CrossRef Ouyang, X., Garraghan, P., Primas, B., McKee, D., Townend, P., Xu, J.: Adaptive speculation for efficient internetware application execution in clouds. ACM Trans. Internet Technol. (TOIT) 18(2), 15 (2018)CrossRef
13.
Zurück zum Zitat Zhao, Z., Van Albada, D., Sloot, P.: Agent-based flow control for HLA components. Simulation 81(7), 487–501 (2005)CrossRef Zhao, Z., Van Albada, D., Sloot, P.: Agent-based flow control for HLA components. Simulation 81(7), 487–501 (2005)CrossRef
16.
Zurück zum Zitat Zhou, H., Wang, J., Hu, Y., Su, J., Martin, P., de Laat, C., Zhao, Z.: Fast resource co-provisioning for time critical applications based on networked infrastructures. In: IEEE International Conference on Cloud Computing, pp. 802–805 (2016) Zhou, H., Wang, J., Hu, Y., Su, J., Martin, P., de Laat, C., Zhao, Z.: Fast resource co-provisioning for time critical applications based on networked infrastructures. In: IEEE International Conference on Cloud Computing, pp. 802–805 (2016)
17.
Zurück zum Zitat Zhao, Z., Taal, A., Jones, A., Taylor, I., Stankovski, V., Vega, I.G., Hidalgo, F.J., Suciu, G., Ulisses, A., Ferreira, P.: A software workbench for interactive, time critical and highly self-adaptive cloud applications (SWITCH). In: 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), pp. 1181–1184. IEEE (2015) Zhao, Z., Taal, A., Jones, A., Taylor, I., Stankovski, V., Vega, I.G., Hidalgo, F.J., Suciu, G., Ulisses, A., Ferreira, P.: A software workbench for interactive, time critical and highly self-adaptive cloud applications (SWITCH). In: 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), pp. 1181–1184. IEEE (2015)
Metadaten
Titel
CloudsStorm: An Application-Driven Framework to Enhance the Programmability and Controllability of Cloud Virtual Infrastructures
verfasst von
Huan Zhou
Yang Hu
Jinshu Su
Cees de Laat
Zhiming Zhao
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-94295-7_18

Premium Partner