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2015 | OriginalPaper | Buchkapitel

A Software-Defined Cloud Resource Management Framework

verfasst von : Aaqif Afzaal Abbasi, Hai Jin, Song Wu

Erschienen in: Advances in Services Computing

Verlag: Springer International Publishing

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Abstract

Network systems employ policies that are inherently dynamic in nature and that depend on temporal conditions defined in terms of external events such as the measurement of bandwidth, use of hosts, intrusion detection or specific time events. Software-defined networking (SDN) offers the opportunity to make networks easier to configure by providing richer configuration methods. To reduce network monitoring costs and traffic overheads, herein, we propose a software-defined cloud resource management framework that uses a Fuzzy Analytical Hierarchy Process (Fuzzy-AHP) to customize the network resource allocation. The framework can be incorporated into SDN-enabled cloud infrastructures by using an Application Program Interface (API). Using real-time data, we demonstrate that our framework can improve network resource management and is capable of handling increasing traffic requests. We also validate our framework efficiency through simulations.

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Literatur
1.
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
2.
Zurück zum Zitat Banikazemi, M., Olshefski, D., Shaikh, A., Tracey, J., Wang, G.: Meridian: an SDN platform for cloud network services. IEEE Commun. Mag. 51(2), 120–127 (2013)CrossRef Banikazemi, M., Olshefski, D., Shaikh, A., Tracey, J., Wang, G.: Meridian: an SDN platform for cloud network services. IEEE Commun. Mag. 51(2), 120–127 (2013)CrossRef
3.
Zurück zum Zitat Binz, T., Breiter, G., Leyman, F., Spatzier, T.: Portable cloud services using TOSCA. IEEE Internet Comput. 3, 80–85 (2012)CrossRef Binz, T., Breiter, G., Leyman, F., Spatzier, T.: Portable cloud services using TOSCA. IEEE Internet Comput. 3, 80–85 (2012)CrossRef
4.
Zurück zum Zitat Bonald, T., Virtamo, J.: A recursive formula for multirate systems with elastic traffic. IEEE Commun. Lett. 9(8), 753–755 (2005)CrossRef Bonald, T., Virtamo, J.: A recursive formula for multirate systems with elastic traffic. IEEE Commun. Lett. 9(8), 753–755 (2005)CrossRef
5.
Zurück zum Zitat Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging IT platforms: vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 25(6), 599–616 (2009)CrossRef Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging IT platforms: vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 25(6), 599–616 (2009)CrossRef
6.
Zurück zum Zitat Foster, N., Guha, A., Reitblatt, M., Story, A., Freedman, M.J., Katta, N.P., Monsanto, C., Reich, J., Rexford, J., Schlesinger, C., Story, A., Walker, D.: Languages for software-defined networks. IEEE Commun. Mag. 51(2), 128–134 (2013)CrossRef Foster, N., Guha, A., Reitblatt, M., Story, A., Freedman, M.J., Katta, N.P., Monsanto, C., Reich, J., Rexford, J., Schlesinger, C., Story, A., Walker, D.: Languages for software-defined networks. IEEE Commun. Mag. 51(2), 128–134 (2013)CrossRef
7.
Zurück zum Zitat Katta, N.P., Rexford, J., Walker, D.: Incremental consistent updates. In: Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, pp. 49–54. ACM (2013) Katta, N.P., Rexford, J., Walker, D.: Incremental consistent updates. In: Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, pp. 49–54. ACM (2013)
8.
Zurück zum Zitat Kaufman, J.S.: Blocking in a shared resource environment. IEEE Trans. Commun. 29(10), 1474–1481 (1981)CrossRef Kaufman, J.S.: Blocking in a shared resource environment. IEEE Trans. Commun. 29(10), 1474–1481 (1981)CrossRef
9.
Zurück zum Zitat Kim, H., Feamster, N.: Improving network management with software defined networking. IEEE Commun. Mag. 51(2), 114–119 (2013)CrossRef Kim, H., Feamster, N.: Improving network management with software defined networking. IEEE Commun. Mag. 51(2), 114–119 (2013)CrossRef
10.
Zurück zum Zitat Koponen, T., Amidon, K., Balland, P., Casado, M., Chanda, A., Fulton, B., Ganichev, I., Gross, J., Gude, N., Ingram, P., Jackson, E., Lambeth, A., Lenglet, R., Li, S.H., Padmanabhan, A., Pettit, J., Pfaff, B., Ramanathan, R., Shenker, S., Shieh, A., Stribling, J., Thakkar, P., Wendlandt, D., Yip, A., Zhang, R.: Network virtualization in multi-tenant datacenters. In: Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, pp. 203–216 (2014) Koponen, T., Amidon, K., Balland, P., Casado, M., Chanda, A., Fulton, B., Ganichev, I., Gross, J., Gude, N., Ingram, P., Jackson, E., Lambeth, A., Lenglet, R., Li, S.H., Padmanabhan, A., Pettit, J., Pfaff, B., Ramanathan, R., Shenker, S., Shieh, A., Stribling, J., Thakkar, P., Wendlandt, D., Yip, A., Zhang, R.: Network virtualization in multi-tenant datacenters. In: Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, pp. 203–216 (2014)
11.
Zurück zum Zitat Mahindru, R., Sarkar, R., Viswanathan, M.: Software defined unified monitoring and management of clouds. IBM J. Res. Develop. 58(2/3), 12:1–12:11 (2014)CrossRef Mahindru, R., Sarkar, R., Viswanathan, M.: Software defined unified monitoring and management of clouds. IBM J. Res. Develop. 58(2/3), 12:1–12:11 (2014)CrossRef
12.
Zurück zum Zitat McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J.: OpenFlow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38(2), 69–74 (2008)CrossRef McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J.: OpenFlow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38(2), 69–74 (2008)CrossRef
13.
Zurück zum Zitat Rubio-Loyola, J., Galis, A., Astorga, A., Serrat, J., Lefevre, L., Fischer, A., Paler, A., Meer, H.: Scalable service deployment on software-defined networks. IEEE Commun. Mag. 49(12), 84–93 (2011)CrossRef Rubio-Loyola, J., Galis, A., Astorga, A., Serrat, J., Lefevre, L., Fischer, A., Paler, A., Meer, H.: Scalable service deployment on software-defined networks. IEEE Commun. Mag. 49(12), 84–93 (2011)CrossRef
14.
Zurück zum Zitat Saaty, T.L.: What is the analytic hierarchy process? In: Mitra, G., Greenberg, H.J., Lootsma, F.A., Rijkaert, M.J., Zimmermann, H.J. (eds.) Mathematical Models for Decision Support. NATO ASI Series, vol. 48, pp. 109–121. Springer, Heidelberg (1988)CrossRef Saaty, T.L.: What is the analytic hierarchy process? In: Mitra, G., Greenberg, H.J., Lootsma, F.A., Rijkaert, M.J., Zimmermann, H.J. (eds.) Mathematical Models for Decision Support. NATO ASI Series, vol. 48, pp. 109–121. Springer, Heidelberg (1988)CrossRef
15.
Zurück zum Zitat Sherry, J., Hasan, S., Scott, C., Krishnamurthy, A., Ratnasamy, S., Sekar, V.: Making middleboxes someone else’s problem: network processing as a cloud service. ACM SIGCOMM Comput. Commun. Rev. 42(4), 13–24 (2012)CrossRef Sherry, J., Hasan, S., Scott, C., Krishnamurthy, A., Ratnasamy, S., Sekar, V.: Making middleboxes someone else’s problem: network processing as a cloud service. ACM SIGCOMM Comput. Commun. Rev. 42(4), 13–24 (2012)CrossRef
Metadaten
Titel
A Software-Defined Cloud Resource Management Framework
verfasst von
Aaqif Afzaal Abbasi
Hai Jin
Song Wu
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-26979-5_5