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C.R.E.A.M. C ACHE R ULES E VERYTHING A ROUND M E
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1973
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1974
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1978
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1986
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1994
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2010
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2013
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Primary Storage Buffer Pool Application 10
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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.
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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.
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50% Reads / 50% Writes Yahoo! Cloud Benchmark 13 Elapsed Time txn/sec
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<
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A nti - C aching ANTI-CACHING: A NEW APPROACH TO DATABASE MANAGEMENT SYSTEM ARCHITECTURE In Submission.
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Anti-Cache Primary Storage Application 16
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50% Reads / 50% Writes YCSB (2x Memory) 15x 17 Elapsed Time txn/sec
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Future Work 18 Large Memory Queries. Eviction Strategies Block Reorganization “No Fetch” Queries.
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19 Anti-Caching + Conclusion
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hstore.cs.brown.edu Stan Zdonik “The Thrill” Stonebraker Stephen Tu Justin DeBrabant Andy Pavlo
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