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ICML
2005
IEEE
16 years 3 months ago
Healing the relevance vector machine through augmentation
The Relevance Vector Machine (RVM) is a sparse approximate Bayesian kernel method. It provides full predictive distributions for test cases. However, the predictive uncertainties ...
Carl Edward Rasmussen, Joaquin Quiñonero Ca...
HPCA
2009
IEEE
16 years 3 months ago
PageNUCA: Selected policies for page-grain locality management in large shared chip-multiprocessor caches
As the last-level on-chip caches in chip-multiprocessors increase in size, the physical locality of on-chip data becomes important for delivering high performance. The non-uniform...
Mainak Chaudhuri
HPCA
2004
IEEE
16 years 2 months ago
Out-of-Order Commit Processors
Modern out-of-order processors tolerate long latency memory operations by supporting a large number of inflight instructions. This is particularly useful in numerical applications...
Adrián Cristal, Daniel Ortega, Josep Llosa,...
HPCA
2003
IEEE
16 years 2 months ago
Memory System Behavior of Java-Based Middleware
Java-based middleware, and application servers in particular, are rapidly gaining importance as a new class of workload for commercial multiprocessor servers. SPEC has recognized ...
Martin Karlsson, Kevin E. Moore, Erik Hagersten, D...
HPCA
2003
IEEE
16 years 2 months ago
Dynamic Optimization of Micro-Operations
Inherent within complex instruction set architectures such as x86 are inefficiencies that do not exist in a simpler ISAs. Modern x86 implementations decode instructions into one o...
Brian Slechta, David Crowe, Brian Fahs, Michael Fe...