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C.R.E.A.M. C ACHE R ULES E VERYTHING A ROUND M E.

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Presentation on theme: "C.R.E.A.M. C ACHE R ULES E VERYTHING A ROUND M E."— Presentation transcript:

1

2 C.R.E.A.M. C ACHE R ULES E VERYTHING A ROUND M E

3 1973

4 1974

5 1978

6 1986

7 1994

8 2010

9

10 2013

11 Primary Storage Buffer Pool Application 10

12 Disk-Oriented Overhead 11 Measured CPU Cycles 28% 30% 12% OLTP THROUGH THE LOOKING GLASS, AND WHAT WE FOUND THERE SIGMOD, pp. 981-992, 2008.

13 Transaction Processing System H-STORE: A HIGH-PERFORMANCE, DISTRIBUTED MAIN MEMORY TRANSACTION PROCESSING SYSTEM Proc. VLDB Endow., vol. 1, iss. 2, pp. 1496-1499, 2008.

14 50% Reads / 50% Writes Yahoo! Cloud Benchmark 13 Elapsed Time txn/sec

15 <

16 A nti - C aching ANTI-CACHING: A NEW APPROACH TO DATABASE MANAGEMENT SYSTEM ARCHITECTURE In Submission.

17 Anti-Cache Primary Storage Application 16

18 50% Reads / 50% Writes YCSB (2x Memory) 15x 17 Elapsed Time txn/sec

19 Future Work 18 Large Memory Queries. Eviction Strategies Block Reorganization “No Fetch” Queries.

20 19 Anti-Caching + Conclusion

21 hstore.cs.brown.edu Stan Zdonik “The Thrill” Stonebraker Stephen Tu Justin DeBrabant Andy Pavlo


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