nach oben

The Journal of Supercomputing

Erschienen in:

01.08.2013

Efficient resource allocation for optimizing objectives of cloud users, IaaS provider and SaaS provider in cloud environment

verfasst von: Chunlin Li, Layuan Li

Erschienen in: The Journal of Supercomputing | Ausgabe 2/2013

Einloggen

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

search-config

KI-gestützte Suche

Aus

Abstract

The cloud architecture is usually composed of several XaaS layers—including Software as a Service (SaaS), Platform as a Service (PaaS) and Infrastructure as a Service (IaaS). The paper studies efficient resource allocation to optimize objectives of cloud users, IaaS provider and SaaS provider in cloud computing. The paper proposes the composition of different layers in the cloud, such as IaaS and SaaS, and its joint optimization for efficient resource allocation. The efficient resource allocation optimization problem is conducted by subproblems. The proposed cloud resource allocation optimization algorithm is achieved through an iterative algorithm. The experiments are conducted to compare the performance of proposed joint optimization algorithm for efficient resource allocation with other related works.

Vorheriger Artikel Fast 3D wavelet transform on multicore and many-core computing platforms

Nächster Artikel An efficient scheduling scheme using estimated execution time for heterogeneous computing systems

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

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren

Gulati A, Shanmuganathan, G, Holler A (2011) Cloud scale resource management: challenges and techniques. In: USENIX HotCloud, Portland

Wu L, Garg SK, Buyya R (2011) SLA-based resource allocation for a software as a service provider in cloud computing environments. In: Proceedings of the 11th IEEE/ACM international symposium on cluster computing and the grid (CCGrid 2011), Los Angeles, USA, 23–26 May 2011

Chaisiri S, Lee B, Niyato D (2012) Optimization of resource provisioning cost in cloud. IEEE Trans Serv Comput 5(2):164–177 CrossRef

Rimal BP, Choi E (2012) A service-oriented taxonomical spectrum, cloudy challenges and opportunities of cloud computing. Int J Commun Syst 25(6):796–819 CrossRef

Randles M, Lamb D, Taleb-Bendiab A (2010) A comparative study into distributed load balancing algorithms for cloud computing. In: IEEE 24th international conference on advanced information networking and applications workshops, pp 551–556 CrossRef

Jayasinghe D, Pu C, Eilam T, Steinder M, Whally I, Snible E (2011) Improving performance and availability of services hosted on IaaS clouds with structural constraint-aware virtual machine placement. In: Proceedings of the IEEE international conference on services computing, Washington, USA. IEEE Press, New York, pp 72–79

Mohd Yusoh Z, Tang M (2010) A cooperative coevolutionary algorithm for the composite SaaS placement problem in the cloud. In: Proceedings of the neural information processing, theory and algorithms, pp 618–625 CrossRef

Kwok T, Mohindra A (2008) Resource calculations with constraints, and placement of tenants and instances for multi-tenant SaaS applications. In: Sixth international conference on service-oriented computing, Sydney, Australia. Springer, Berlin, pp 633–648

Garg SK, Yeo CS, Anandasivam A, Buyya R (2011) Environment-conscious scheduling of HPC applications on distributed cloud-oriented data centers. J Parallel Distrib Comput 71(6):732–749 MATHCrossRef

10.

Kouki Y, Ledoux T, Sharrock R (2011) Cross-layer SLA selection for cloud services. In: First international symposium on network cloud computing and applications, pp 143–147 CrossRef

11.

Zhu Q, Agrawal G (2012) Resource provisioning with budget constraints for adaptive applications in cloud environments HPDC. In: Proceedings of the 19th ACM international symposium on high performance distributed computing, pp 304–307

12.

Addis B, Ardagna D, Panicucci B (2010) Autonomic management of cloud service centers with availability guarantees. In: IEEE 3rd international conference on cloud computing, pp 220–227

13.

Saure D, Sheopuri A, Qu H, Jamjoom H, Zeevi A (2010) Time-of-use pricing policies for offering cloud computing as service. In: IEEE SOLI 2010, pp 300–305

14.

Rodero I, Jaramillo J, Quiroz A, Parashar M, Guim F (2010) Energy-efficient application-aware online provisioning for virtualized clouds and data centers. In: International conference on green computing (GREENCOMP ’10)

15.

Abdelsalam HS, Maly K, Kaminsky D (2009) Analysis of energy efficiency in clouds. In: Computation world: future computing, service computation, cognitive, adaptive, content, patterns, pp 416–422

16.

Younge AJ, von Laszewski G, Wang L (2012) Efficient resource management for cloud computing environments. In: IEEE international green computing conference (IGCC), pp 357–364

17.

Chang F, Ren J, Viswanathan R (2010) Optimal resource allocation in clouds. In: IEEE 3rd international conference on cloud computing, pp 418–425

18.

Ferretti S, Ghini V, Panzieri F, Pellegrini M, Turrini E (2010) QoS–aware clouds. In: IEEE 3rd international conference on cloud computing, pp 321–328

19.

Lee YC, Wang C, Zomaya AY, Zhou BB (2010) Profit-driven service request scheduling in clouds. In: 10th IEEE/ACM international conference on cluster, cloud and grid computing, pp 15–24

20.

Teng F, Magoulès F (2010) Resource pricing and equilibrium allocation policy in cloud computing. In: 10th IEEE international conference on computer and information technology (CIT 2010), pp 195–202 CrossRef

21.

Yazır YO, Matthews C, Farahbod R (2010) Dynamic resource allocation in computing clouds using distributed multiple criteria decision analysis. In: IEEE 3rd international conference on cloud computing, pp 91–98

22.

Spotcloud (2012) Cloud capacity clearing house/spot market. Home, http://www.spotcloud.com

23.

Kelly F, Maulloo A, Tan D (1998) Rate control for communication networks: shadow prices, proportional fairness and stability. J Oper Res Soc 49(3):237–252 MATH

24.

Luh PB, Hoitomt DJ (1993) Scheduling of manufacturing systems using the Lagrangian relaxation technique. IEEE Trans Autom Control 38(7):1066–1079 MathSciNetCrossRef

25.

Kuhn HW, Tucker AW (1951) Nonlinear programming. In: Proceedings of 2nd Berkeley symposium. University of California Press, Berkeley, pp 481–492

Titel: Efficient resource allocation for optimizing objectives of cloud users, IaaS provider and SaaS provider in cloud environment
verfasst von: Chunlin Li
Layuan Li
Publikationsdatum: 01.08.2013
Verlag: Springer US
Erschienen in: The Journal of Supercomputing / Ausgabe 2/2013
Print ISSN: 0920-8542
Elektronische ISSN: 1573-0484
DOI: https://doi.org/10.1007/s11227-013-0869-z

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

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

Springer Professional "Wirtschaft"

Springer Professional "Technik"

Springer Professional "Wirtschaft+Technik"

Weitere Artikel der Ausgabe 2/2013

Secure proxy signature schemes from the Weil pairing

Fast 3D wavelet transform on multicore and many-core computing platforms

Corrosion-passivation processes in a cellular automata based simulation study

Design and formal verification of a hierarchical cache coherence protocol for NoC based multiprocessors

Special section on Cellular Automata

A flexible and dynamic page migration infrastructure based on hardware counters