Special Issue on the Future of Middleware (FOME'11)
- SI: FOME - The Future of Middleware
- Open Access
- Published:
Cloud management
Journal of Internet Services and Applications volume 3, pages 67–75 (2012)
Abstract
Cloud computing offers a number of benefits, such as elasticity with the perception of unlimited resources, self-service, on-demand, automation, etc. However, these benefits create new requirements for management of cloud computing. On the back-end, economic limitations dictate careful consolidation of servers with clear sustainability analysis; managed levels of abstractions are higher (from hardware, to VMs, to services); and reliability, availability, and supportability are built into higher levels of systems and services. On the client-side, cloud services have to be easy to use/manage, perform well, and be reliable. On both sides, geographical distribution and its implications on business continuity is a rule rather than exception; scalability is built-in by design; and QoS is still being defined. In this paper, we discuss new requirements and approaches to cloud management. We present a few examples of cloud management for private, public, and HPC clouds. Based on these, we derive conclusions about manageability of current platforms and then make predictions about the research challenges of future cloud management. We expect these findings to help designers of next generation hardware and software platforms to develop more manageable systems and solutions.
Abbreviations
- QoS::
-
Quality of Service;
- SLA::
-
service level agreements;
- IT::
-
Information Technology;
- DevOps::
-
Development Operations;
- NVRAM::
-
Nonvolatile Random Access Memory;
- AWS::
-
Amazon Web Services;
- VM::
-
virtual machines;
- CAPEX/OPEX::
-
Capital/Operational Expenditure;
- SSD::
-
Solid State Disks;
- WBEM::
-
Web-Based Enterprise Management
References
Armbrust M et al. Above the clouds: a Berkeley view of cloud computing. Tech report UCB/EECS-2009-28 (2009)
Gartner, http://www.gartner.com/it/page.jsp?id=1389313; http://www.gartner.com/it/page.jsp?id=1454221
Amazon AWS, http://aws.amazon.com/
GoGrid, http://www.gogrid.com/
RackSpace, http://www.rackspacecloud.com/
HP Cloud, http://www8.hp.com/us/en/solutions/solutions-detail.html?compURI=tcm:245-300983&pageTitle=cloud
Google Apps, http://www.google.com/apps/intl/en/business/index.html
IBM Cloud, http://www.ibm.com/ibm/cloud/
Microsoft Cloud, http://www.microsoft.com/en-us/cloud/
Eucalyptus, http://www.eucalyptus.com/
RightScale, http://www.rightscale.com/
Open Stack, http://www.openstack.org/
Moreno-Vozmediano R, Montero RS, Llorente IM (2009) Elastic management of cluster-based services in the cloud. In: ACDC’09.
Kozuch M et al. (2009) Tashi: location-aware cluster management. In: ACDC’09, Barcelona, Spain, June 2009
RESERVOIR, www.reservoir-fp7.eu
Avetisyan A et al. (2010) Open cirrus a global cloud computing testbed. IEEE Comput 43(4):42–50
Open Cloud Consortium, http://www.opencloudconsortium.org/
Hindman B et al. (2011) Mesos: a platform for fine-grained resource sharing in the data center, NSDI 2011, March 2011
Wang C et al. (2011) A flexible architecture integrating monitoring and analytics for managing large-scale data centers. In: ICAC
Kutare M et al. (2010) Monalytics: online monitoring and analytics for managing large scale data centers. In: ICAC
Kumar S et al. (2009) vManage: loosely coupled platform and virtualization management in data centers. In: Proceedings of 6th ICAC, Barcelona, Spain, June 2009
Kephart J et al. (2007) Coordinating multiple autonomic managers to achieve specified power-performance trade-offs. In: Proc of the 4th ICAC, IEEE CS
Cook N, Milojicic D, Talwar V (2011) Managing the cloud infrastructure. In: Migrating to the cloud: for developers, and technologists. Elsevier, Amsterdam
Wang C et al. (2011) Statistical techniques for online anomaly detection in data centers. In: IM
Viswanathan K et al. (2012) Ranking anomalies in data centers. In: NOMS (to appear)
Adams R, Brett P, Iyer S, Milojicic D, Rafaeli S, Talwar V (2006) Scalable management. In: Autonomic computing: concepts, infrastructure, and applications. CRC Press, Boca Raton
Becker K, Pruyne J, Singhal S, Lopes A, Milojicic D (2010) Automatic determination of compatibility in evolving services. Int J Web Serv Res, 8(1):21–40
Chen Y, Iyer S, Liu X, Milojicic D, Sahai A, Decomposition SLA (2008) Translating service level objectives into system level thresholds. Clust Comput 11(3):299–311
Vambenepe W, Thompson C, Talwar V, Rafaeli S, Murray B, Milojicic D, Iyer S, Farkas K, Arlitt M (2007) Dealing with scale and adaptation of global web services management. J Web Serv Res 4(4):65–84
Talwar V, Milojicic D, Wu Q, Pu C, Yan W, Jung G (2005) Approaches for service deployment. IEEE Internet Comput 9(2):70–80
Bardhan S, Hidangmayum R, McGeer R, Milojicic D, RN V, Feldhaus F, Roeblitz T, Yahayapour R (2011) Practical federations. In: Proceedings of the fifth open cirrus summit, Moscow, IEEE co-sponsored, June 2011
Cai Z, Chen Y, Kumar V, Milojicic D, Schwan K (2007) Automated availability management driven by business policies. In: Proc. of the 10th IFIP/IEEE symposium on integrated network Mgmt, IM’07, Munch, pp 264–273
Rivaldo R, Chen Y, Milojicic D, Adams R, Model-based SML (2007) Management. In: Proceedings of the 10th IFIP/IEEE symposium on integrated network management (IM 2007), Munich, pp 761–764
Shankar C et al. (2006) Specification-enhanced policies for automated management of changes in IT systems. In: Proc of 20th USENIX LISA’06
Bash C et al. Sustainability Dashboard Cloud (2011) Dynamically assessing sustainability of data centers and clouds. In: Proceedings of the fifth open cirrus summit, Moscow, IEEE co-sponsored, June 2011
Connelly C et al. (2009) Reiki: serviceability architecture and approach for reduction and management of product service incidents. In: Proc. IEEE ICWS, Jul 2009, pp 775–782
Issarny V et al. (2011) Service-oriented middleware for the future Internet: state of the art and research directions. JISA—J Int Appl Serv 2(1):23–45
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License ( https://creativecommons.org/licenses/by/2.0 ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
About this article
Cite this article
Cook, N., Milojicic, D. & Talwar, V. Cloud management. J Internet Serv Appl 3, 67–75 (2012). https://doi.org/10.1007/s13174-011-0053-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13174-011-0053-8
Keywords
- Cloud services
- Service management
- Middleware
- Heterogeneity
- Integration
- Scalability
- Service level agreements