A Big Data Modeling Methodology for Apache Cassandra

Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015

Volumn , Issue , 2015, Pages 238-245

  Chebotko, Artem ^a   Kashlev, Andrey ^b   Lu, Shiyong ^b  

^a DataStax   (United States)

^b WAYNE STATE UNIVERSITY   (United States)

Author keywords

Apache Cassandra; automation; big data; Chebotko Diagrams; CQL; data modeling; database design; KDM

Indexed keywords

AUTOMATION; DATA STRUCTURES; INFORMATION ANALYSIS; INFORMATION MANAGEMENT; MAPPING; QUERY PROCESSING;

CASSANDRAS; CHEBOTKO DIAGRAMS; DATABASE DESIGN; DISTRIBUTED DATABASE; LOGICAL DATA MODELS; MODELING METHODOLOGY; MODELING PROCESS; ONLINE TRANSACTION PROCESSING;

BIG DATA;

EID: 84959465739     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigDataCongress.2015.41     Document Type: Conference Paper

References (18)

1. Apache Cassandra Project, http://cassandra.apache.org/.
2. Planet Cassandra, http://http://planetcassandra.org/.
3. Companies that use Cassandra, http://planetcassandra.org/companies/.
4. A. Lakshman and P. Malik, "Cassandra: A decentralized structured storage system, " Operating Sys. Review, vol. 44, no. 2, pp. 35-40, 2010.
5. F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach, M. Burrows, T. Chandra, A. Fikes, and R. E. Gruber, "Bigtable: A distributed storage system for structured data, " ACM Transactions on Computer Systems, vol. 26, no. 2, 2008.
6. E. F. Codd, "A relational model of data for large shared data banks, " Commun. ACM, vol. 13, no. 6, pp. 377-387, 1970.
7. E. F. Codd, "Further normalization of the data base relational model, " IBM Research Report, San Jose, California, vol. RJ909, 1971.
8. P. P. Chen, "The entity-relationship model-Toward a unified view of data, " ACM Trans. Database Syst., vol. 1, no. 1, pp. 9-36, 1976.
9. DataStax Cassandra Training Curriculum, http://www.datastax.com/what-we-offer/products-services/training/apache-cassandra-datamodeling/.
10. Cassandra Query Language, https://cassandra.apache.org/doc/cql3/CQL.html.
11. M. Lawley and R. W. Topor, "A query language for EER schemas, " in Proceedings of the 5th Australasian Database Conference, 1994, pp. 292-304.
12. J. Maguire and P. OKelly, "Does data modeling still matter, amid the market shift to XML, NoSQL, big data, and cloud?" White paper, https://www.embarcadero.com/phocadownload/new-papers/okellywhitepaper-071513.pdf, 2013.
13. D. Hsieh, "NoSQL data modeling, " Ebay tech blog. http://www.ebaytechblog.com/2014/10/10/nosql-data-modeling, 2014.
14. A. Badia and D. Lemire, "A call to arms: revisiting database design, " SIGMOD Record, vol. 40, no. 3, pp. 61-69, 2011.
15. P. Atzeni, C. S. Jensen, G. Orsi, S. Ram, L. Tanca, and R. Torlone, "The relational model is dead, SQL is dead, and I dont feel so good myself, " SIGMOD Record, vol. 42, no. 2, pp. 64-68, 2013.
16. D. Agrawal, P. Bernstein, E. Bertino, S. Davidson, U. Dayal, M. Franklin, J. Gehrke, L. Haas, A. Halevy, J. Han et al., "Challenges and opportunities with big data-A community white paper developed by leading researchers across the United States, " 2011.
17. P. J. Sadalage and M. Fowler, NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot Persistence. Addison-Wesley, 2012.
18. F. Bugiotti, L. Cabibbo, P. Atzeni, and R. Torlone, "Database design for NoSQL systems, " in Proceedings of the 33rd International Conference on Conceptual Modeling, 2014, pp. 223-231.