Automated workload-aware elasticity of NoSQL clusters in the cloud

Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014

Volumn , Issue , 2014, Pages 195-200

  Kassela, Evie ^a   Boumpouka, Christina ^a   Konstantinou, Ioannis ^a   Koziris, Nectarios ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Benchmarking; Elasticity; NoSQL; Policy tuning

Indexed keywords

AUTOMATION; INFRASTRUCTURE AS A SERVICE (IAAS);

APPLICATION BEHAVIORS; AUTOMATED APPLICATIONS; CLOUD PLATFORMS; CLOUD-COMPUTING; CONFIGURATION PARAMETERS; NOSQL; POLICY TUNING; RESOURCES BASED; SCALINGS; USER-DEFINED POLICIES;

ELASTICITY;

EID: 84921714393     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2014.7004232     Document Type: Conference Paper

References (18)

1. AWS Elastic Beanstalk. http: //aws.amazon.com/elasticbeanstalk/.
2. Cassandra. http: //cassandra.apache.org/.
3. EMCVoice. http: //onforb.es/1rnYzdp.
4. HBase. http: //hbase.apache.org/.
5. Jelastic. http: //jelastic.com/.
6. MongoDB. http: //www.mongodb.org/.
7. OpenStack. https: //www.openstack.org/.
8. M. Armbrust et al. A View of Cloud Computing. Communications of the ACM, 53(4): 50-58, 2010.
9. S. Barker et al. ShuttleDB: Database-Aware Elasticity in the Cloud. In ICAC, 2014.
10. M. Chalkiadaki and K. Magoutis. Managing service performance in the cassandra distributed storage system. In CloudCom. IEEE, 2013.
11. G. Chen et al. Energy-aware server provisioning and load dispatching for connection-intensive internet services. In NSDI, volume 8, pages 337-350, 2008.
12. B. Cooper et al. Benchmarking cloud serving systems with YCSB. In SOCC, pages 143-154, 2010.
13. F. Cruz, F. Maia, M. Matos, R. Oliveira, J. Paulo, J. Pereira and R. Vilaa. MET: Workload aware elasticity for NoSQL. In ACM ECCS, 2013.
14. A. Gandhi, M. Harchol-Balter, R. Raghunathan, and M. A. Kozuch. Autoscale: Dynamic, Robust Capacity Management for Multi-tier Data Centers. ACM (TOCS), 30(4): 14, 2012.
15. H. Herodotou et al. Starfish: A Self-tuning System for Big Data Analytics. In CIDR, 2011.
16. A. Qureshi, R. Weber, H. Balakrishnan, J. Guttag, and B. Maggs. Cutting the electric bill for internet-scale systems. SIGCOMM, 39(4): 123-134, 2009.
17. T. Rabl, S. Gómez-Villamor, M. Sadoghi, V. Muntés-Mulero H.-A. Jacobsen, and S. Mankovskii. Solving Big Data Challenges for Enterprise Application Performance Management. In VLDB, 2012.
18. D. Tsoumakos, I. Konstantinou, C. Boumpouka, S. Sioutas and N. Koziris Automated, Elastic Resource Provisioning for NoSQL Clusters Using TIRAMOLA. In CCGrid, 2013