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234
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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 7 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
HPCA
2001
IEEE
16 years 7 months ago
Self-Tuned Congestion Control for Multiprocessor Networks
Network performance in tightly-coupled multiprocessors typically degrades rapidly beyond network saturation. Consequently, designers must keep a network below its saturation point...
Mithuna Thottethodi, Alvin R. Lebeck, Shubhendu S....
197
Voted
IISWC
2009
IEEE
16 years 1 months ago
Experimental evaluation of N-tier systems: Observation and analysis of multi-bottlenecks
In many areas such as e-commerce, mission-critical N-tier applications have grown increasingly complex. They are characterized by non-stationary workloads (e.g., peak load several...
Simon Malkowski, Markus Hedwig, Calton Pu
199
Voted
ISPASS
2008
IEEE
16 years 1 months ago
Metrics for Architecture-Level Lifetime Reliability Analysis
Abstract— This work concerns metrics for evaluating microarchitectural enhancements to improve processor lifetime reliability. A commonly reported reliability metric is mean time...
Pradeep Ramachandran, Sarita V. Adve, Pradip Bose,...
KBSE
2007
IEEE
16 years 1 months ago
An automated approach to monitoring and diagnosing requirements
Monitoring the satisfaction of software requirements and diagnosing what went wrong in case of failure is a hard problem that has received little attention in the Software and Req...
Yiqiao Wang, Sheila A. McIlraith, Yijun Yu, John M...