Trekking through Siberia: Managing cold data in a memory-optimized database

Proceedings of the VLDB Endowment

Volumn 7, Issue 11, 2014, Pages 931-942

  Eldawy, Ahmed ^a,b   Levandoski, Justin ^b   Larson, Per Ake ^b  

^a UNIVERSITY OF MINNESOTA   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLD STORAGE; DATABASE SYSTEMS;

COLD STORES; DATA ACCESS RATE; DATA LOCATION; ISOLATION LEVEL; MAIN MEMORY DATABASE; MEMORY OPTIMIZED; SECONDARY STORAGE; SKEWED ACCESS PATTERNS;

DIGITAL STORAGE;

EID: 84904650169     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2732967.2732968     Document Type: Conference Paper

References (23)

1. K. Alexiou, D. Kossmann, P.A. Larson. Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia. PVLDB 6(14): 1714-1725 (2013).
2. J. Dean. Challenges in Building Large-Scale Information Retrieval Systems. In WSDM 2009 (keynote). Slides available at: http://research.google.com/people/jeff/WSDM09-keynote.pdf
3. J. DeBrabant, A. Pavlo, S. Tu, M. Stonebraker, and S. Zdonik. Anti-Caching: A New Approach to Database Management System Architecture. PVLDB 6(14): 1942-1953 (2013).
4. C. Diaconu, C. Freedman, E. Ismert, P.Å. Larson, P. Mittal, R. Stonecipher, N. Verma, and M. Zwilling, Hekaton: SQL Server's Memory-Optimized OLTP Engine. In SIGMOD, 2013.
5. F. Funke, A. Kemper, and T. Neumann. Compacting Transactional Data in Hybrid OLTP & OLAP Databases. PVLDB 5(11): 1424-1435 (2012).
6. M. Grund, J. Krüger, H. Plattner, A. Zeier, P. Cudre-Mauroux, and S. Madden. HYRISE-A Main Memory Hybrid Storage Engine. PVLDB 4(2): 105-116 (2010).
7. S. Harizopoulos, D.J. Abadi, S. Madden, and M. Stonebraker. OLTP Through the Looking Glass, and What We Found There. In SIGMOD, 2008.
8. R. Kallman et al. H-store: a high-performance, distributed main memory transaction processing system. PVLDB 1(2): 1496-1499 (2008).
9. A. Kemper and T. Neumann. HyPer: A Hybrid OLTP & OLAP Main Memory Database System Based on Virtual Memory Snapshots. In ICDE, 2011.
10. T. Lahiri, M.A. Neimat, and S. Folkman. Oracle TimesTen: An In-Memory Database for Enterprise Applications. IEEE Data Engineering Bulletin 36(2): 6-13 (2013).
11. P.Å. Larson, S. Blanas, C. Diaconu, C. Freedman, J. M. Patel, M. Zwilling. High-Performance Concurrency Control Mechanisms for Main-Memory Databases. PVLDB 5(4): 298-309 (2011).
12. J. Lee, M. Muehle, N., May, F. Faerber, V. Sikka, H. Plattner, J. Krueger, and M. Grund. High-Performance Transaction Processing in SAP HANA. IEEE Data Engineering Bulletin 36(2): 28-33 (2013).
13. J. Levandoski, P.Å. Larson, and R.Stoica. Classifying Hot and Cold Data in a Main Memory OLTP Engine. In ICDE, 2013.
14. J. Levandoski, D. B. Lomet, and S Sengupta, The Bw-Tree: A B-tree for New Hardware Platforms. In ICDE, 2013.
15. J. Lindström, V. Raatikka, J. Ruuth, P. Soini, K. Vakkila. IBM solidDB: In-Memory Database Optimized for Extreme Speed and Availability. IEEE Data Engineering Bulletin 36(2): 14-20 (2013).
16. M. M. Michael. High performance dynamic lock-free hash tables and list-based sets. In SPAA, 2002.
17. L. Sidirourgos and P.Å. Larson, Adjustable and Updatable Bloom Filters. Available from the authors.
18. R. Stoica and A. Ailamaki. Enabling Efficient OS Paging for Main-memory OLTP Databases. In DaMon, 2013.
19. M. Stonebraker et al. The End of an Architectural Era (Its Time for a Complete Rewrite). In VLDB, 2007.
20. M. Stonebraker and A. Weisberg. The VoltDB Main Memory DBMS. IEEE Data Engineering Bulletin 36(2): 21-27 (2013).
21. A. Thomson, T. Diamond, S.-C. Weng, K. Ren, P. Shao, and D. J. Abadi. Calvin: Fast Distributed Transactions for Partitioned Database Systems. In SIGMOD, 2012.
22. SQLIO Disk Benchmark Tool: http://aka.ms/Naxvpm
23. B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan, and R. Sears. Benchmarking Cloud Serving Systems with YCSB. In SoCC, 2010.