TIRAMOLA: Elastic nosql provisioning through a cloud management platform

Proceedings of the ACM SIGMOD International Conference on Management of Data

Volumn , Issue , 2012, Pages 725-728

  Konstantinou, Ioannis ^a   Angelou, Evangelos ^a   Tsoumakos, Dimitrios ^b   Boumpouka, Christina ^a   Koziris, Nectarios ^a   Sioutas, Spyros ^b  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

^b Ionian University   (Greece)

Author keywords

automatic cluster resize; cloud monitoring; elasticity; markov decision process; nosql; open source

Indexed keywords

AUTOMATIC CLUSTER RESIZE; CLOUD MONITORING; MARKOV DECISION PROCESSES; NOSQL; OPEN-SOURCE;

ELASTICITY; MARKOV PROCESSES;

OPTIMIZATION;

EID: 84862657973     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2213836.2213943     Document Type: Conference Paper

References (26)

1. Amazon CloudWatch. http://aws.amazon.com/cloudwatch/.
2. Amazon Elastic Compute Cloud (Amazon EC2). http://aws.amazon.com/ec2/.
3. Amazon SimpleDB. http://aws.amazon.com/simpledb/.
4. AzureWatch. http://www.paraleap.com/azurewatch.
5. Google AppEngine. code.google.com/appengine.
6. HBase Homepage. http://hbase.apache.org.
7. OpenStack: The open source, open standards cloud. http://openstack.org.
8. Project Voldemort. http://project-voldemort.com.
9. Riak Homepage. https://wiki.basho.com/display/RIAK/Riak.
10. Windows Azure Platform. http://www.microsoft.com/windowsazure/.
11. A. Qureshi et al. Cutting the Electric Bill for Internet-Scale Systems. In SIGCOMM, 2009.
12. D. J. Abadi. Data Management in the Cloud: Limitations and Opportunities. IEEE Data Eng. Bull, 32(1):3-12, 2009.
13. B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan, and R. Sears. Benchmarking Cloud Serving Systems with YCSB. In ACM SOCC, pages 143-154, 2010.
14. F. Galán, A. Sampaio, L. Rodero-Merino, I. Loy, V. Gil, and L. M. Vaquero. Service Specification in Cloud Environments Based on Extensions to Open Standards. In COMSWARE, 2009.
15. E. Horowitz. Foursquare Outage Post Mortem. http://bit.ly/c4GnV0.
16. I. Konstantinou, E. Angelou, C. Boumpouka, D. Tsoumakos, and N. Koziris. On the Elasticity of NoSQL Databases over Cloud Management Platforms. In CIKM, 2011.
17. D. Kossmann, T. Kraska, and S. Loesing. An Evaluation of Alternative Architectures for Transaction Processing in the Cloud. In SIGMOD, pages 579-590, 2010.
18. A. Lakshman and P. Malik. Cassandra: A Decentralized Structured Storage System. SIGOPS Oper. Syst. Rev., 44(2):35-40, 2010.
19. H. C. Lim, S. Babu, and J. S. Chase. Automated Control for Elastic Storage. In ICAC, 2010.
20. P. Marshall, K. Keahey, and T. Freeman. Elastic Site: Using Clouds to Elastically Extend Site Resources. In CCGRID, 2010.
21. M. L. Massie, B. N. Chun, and D. E. Culler. The Ganglia Distributed Monitoring System: Design, Implementation, and Experience. Parallel Computing, 30(7):817-840, 2004.
22. D. Nurmi, R. Wolski, C. Grzegorczyk, G. Obertelli, S. Soman, L. Youseff, and D. Zagorodnov. The Eucalyptus Open-Source Cloud-Computing System. In CCGRID, pages 124-131, 2009.
23. A. Pavlo, E. Paulson, A. Rasin, D. J. Abadi, D. J. DeWitt, S. Madden, and M. Stonebraker. A Comparison of Approaches to Large-Scale Data Analysis. In SIGMOD, pages 165-178, 2009.
24. R. Sutton and A. Barto. Reinforcement Learning: An Introduction. MIT Press, 1998.
25. K. Tsakalozos, H. Kllapi, E. Sitaridi, M. Roussopoulos, D. Paparas, and A. Delis. Flexible Use of Cloud Resources through Profit Maximization and Price Discrimination. In ICDE, 2011.
26. P. Xiong, Y. Chi, S. Zhu, H. J. Moon, C. Pu, and H. Hacigümüs. Intelligent Management of Virtualized Resources for Database Systems in Cloud Environment. In ICDE, 2011.