E-Store: Fine-grained elastic partitioning for distributed transaction processing systems

Proceedings of the VLDB Endowment

Volumn 8, Issue 3, 2014, Pages 245-256

  Taft, Rebecca ^a   Mansour, Essam ^b   Serafini, Marco ^b   Duggan, Jennie ^c   Elmore, Aaron J ^d   Aboulnaga, Ashraf ^b   Pavlo, Andrew ^e   Stonebraker, Michael ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b QATAR COMPUTING RESEARCH INSTITUTE   (Qatar)

^c NORTHWESTERN UNIVERSITY   (United States)

^d UNIVERSITY OF CHICAGO   (United States)

^e CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BUSINESS SUCCESS; DAILY FLUCTUATIONS; DISTRIBUTED TRANSACTION PROCESSING; FINE GRAINED; GROWTH IN DEMANDS; ONLINE TRANSACTION PROCESSING; RAPID GROWTH; SEASONAL FLUCTUATIONS; TIME VARYING; TRANSACTION PROCESSING SYSTEMS;

EID: 84938093996     PISSN: None     EISSN: 21508097     Source Type: Journal    
DOI: 10.14778/2735508.2735514     Document Type: Conference Paper

References (36)

1. S. K. Barker, Y. Chi, H. J. Moon, H. Hacigümüş, and P. J. Shenoy. "cut me some slack": latency-aware live migration for databases. In EDBT, 2012.
2. B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan, and R. Sears. Benchmarking cloud serving systems with YCSB. In SOCC, 2010.
3. C. Curino, E. Jones, Y. Zhang, and S. Madden. Schism: A workload-driven approach to database replication and partitioning. PVLDB, 3(1-2), 2010.
4. C. Curino, E. P. C. Jones, S. Madden, and H. Balakrishnan. Workload-aware database monitoring and consolidation. In SIGMOD, 2011.
5. S. Das, D. Agrawal, and A. El Abbadi. Elastras: An elastic, scalable, and self-managing transactional database for the cloud. ACM Transactions on Database Systems, 38(1):5:1-5:45, 2013.
6. S. Das, S. Nishimura, D. Agrawal, and A. El Abbadi. Albatross: Lightweight elasticity in shared storage databases for the cloud using live data migration. PVLDB, 4(8), 2011.
7. K. Dias, M. Ramacher, U. Shaft, V. Venkataramani, and G. Wood. Automatic performance diagnosis and tuning in oracle. In CIDR, 2005.
8. A. J. Elmore. Elasticity Primitives for Database as a Service. PhD thesis, University of California, Santa Barbara, 2013.
9. A. J. Elmore, S. Das, D. Agrawal, and A. El Abbadi. Towards an elastic and autonomic multitenant database. In NetDB, 2011.
10. A. J. Elmore, S. Das, D. Agrawal, and A. El Abbadi. Zephyr:Live migration in shared nothing databases for elastic cloud platforms. In SIGMOD, 2011.
11. N. Folkman. So, that was a bummer. http://is.gd/SRF0sb.
12. P. Ganesan, M. Bawa, and H. Garcia-Molina. Online balancing of range-partitioned data with applications to peer-to-peer systems. In VLDB, 2004.
13. J. Gaw. Heavy Traffic Crashes Britannica's Web Site - Los Angeles Times. http://lat.ms/1fXLjYx, 1999.
14. Y.-J. Hong and M. Thottethodi. Understanding and mitigating the impact of load imbalance in the memory caching tier. In SOCC, 2013.
15. H-Store: A Next Generation OLTP DBMS. http://hstore.cs.brown.edu.
16. E. P. Jones. Fault-Tolerant Distributed Transactions for Partitioned OLTP Databases. PhD thesis, MIT, 2012.
17. D. Josephsen. Building a Monitoring Infrastructure with Nagios. Prentice Hall PTR, USA, 2007.
18. R. Kallman et al. H-store: A high-performance, distributed main memory transaction processing system. PVLDB, 1(2), 2008.
19. N. Malviya, A. Weisberg, S. Madden, and M. Stonebraker. Rethinking main memory OLTP recovery. In ICDE, 2014.
20. G. S. Manku and R. Motwani. Approximate frequency counts over data streams. In VLDB, 2002.
21. A. Metwally, D. Agrawal, and A. El Abbadi. Efficient computation of frequent and top-k elements in data streams. In ICDT, 2005.
22. U. F. Minhas, R. Liu, A. Aboulnaga, K. Salem, J. Ng, and S. Robertson. Elastic scale-out for partition-based database systems. In ICDE Workshops, 2012.
23. A. Nazaruk and M. Rauchman. Big data in capital markets. In ICMD, 2013.
24. R. Nishtala et al. Scaling memcache at facebook. In NSDI, 2013.
25. NuoDB. http://www.nuodb.com.
26. A. Pavlo, C. Curino, and S. Zdonik. Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems. In SIGMOD, 2012.
27. A. Pavlo, E. P. C. Jones, and S. Zdonik. On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems. PVLDB, 5(2):85-96, 2011.
28. O. Schiller, N. Cipriani, and B. Mitschang. ProRea: Live Database Migration for Multi-Tenant RDBMS with Snapshot Isolation. In EDBT, 2013.
29. M. Serafini, E. Mansour, A. Aboulnaga, K. Salem, T. Rafiq, and U. F. Minhas. Accordion: Elastic scalability for database systems supporting distributed transactions. PVLDB, 7(12), 2014.
30. I. Stoica, R. Morris, D. Karger, M. F. Kaashoek, and H. Balakrishnan. Chord: A scalable peer-to-peer lookup service for internet applications. In SIGCOMM, 2001.
31. R. Stoica, J. J. Levandoski, and P.-A. Larson. Identifying hot and cold data in main-memory databases. In ICDE, 2013.
32. M. Stonebraker et al. The end of an architectural era: (it's time for a complete rewrite). In VLDB, 2007.
33. M. Stonebraker and A. Weisberg. The VoltDB main memory DBMS. IEEE Data Eng. Bull, 36(2), 2013.
34. P. Tözün, I. Pandis, R. Johnson, and A. Ailamaki. Scalable and dynamically balanced shared-everything oltp with physiological partitioning. The VLDB Journal, 22(2):151-175, 2013.
35. The TPC-C Benchmark, 1992. http://www.tpc.org/tpcc/.
36. VoltDB. http://www.voltdb.com.