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» Prefetching Using Markov Predictors
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UAI
2004
13 years 7 months ago
Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences
We present a new method for nonlinear prediction of discrete random sequences under minimal structural assumptions. We give a mathematical construction for optimal predictors of s...
Cosma Rohilla Shalizi, Kristina Lisa Shalizi
ISPASS
2007
IEEE
14 years 16 days ago
Last-Touch Correlated Data Streaming
Recent research advocates address-correlating predictors to identify cache block addresses for prefetch. Unfortunately, address-correlating predictors require correlation data sto...
Michael Ferdman, Babak Falsafi
MDM
2005
Springer
165views Communications» more  MDM 2005»
13 years 11 months ago
STEP: Self-Tuning Energy-safe Predictors
Data access prediction has been proposed as a mechanism to overcome latency lag, and more recently as a means of conserving energy in mobile systems. We present a fully adaptive p...
James Larkby-Lahet, Ganesh Santhanakrishnan, Ahmed...
VLDB
1999
ACM
112views Database» more  VLDB 1999»
13 years 10 months ago
Context-Based Prefetch for Implementing Objects on Relations
When implementing persistent objects on a relational database, a major performance issue is prefetching data to minimize the number of roundtrips to the database. This is especial...
Philip A. Bernstein, Shankar Pal, David Shutt
MICRO
2002
IEEE
131views Hardware» more  MICRO 2002»
13 years 11 months ago
Pointer cache assisted prefetching
Data prefetching effectively reduces the negative effects of long load latencies on the performance of modern processors. Hardware prefetchers employ hardware structures to predic...
Jamison D. Collins, Suleyman Sair, Brad Calder, De...