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NIPS
1993
15 years 8 months ago
Optimal Stochastic Search and Adaptive Momentum
Stochastic optimization algorithms typically use learning rate schedules that behave asymptotically as (t) = 0=t. The ensemble dynamics (Leen and Moody, 1993) for such algorithms ...
Todd K. Leen, Genevieve B. Orr
ANOR
2010
102views more  ANOR 2010»
15 years 7 months ago
Ejection chain and filter-and-fan methods in combinatorial optimization
The design of effective neighborhood structures is fundamentally important for creating better local search and metaheuristic algorithms for combinatorial optimization. Significant...
César Rego, Fred Glover
SOSP
2005
ACM
16 years 3 months ago
FS2: dynamic data replication in free disk space for improving disk performance and energy consumption
Disk performance is increasingly limited by its head positioning latencies, i.e., seek time and rotational delay. To reduce the head positioning latencies, we propose a novel tech...
Hai Huang, Wanda Hung, Kang G. Shin
ISSTA
2009
ACM
16 years 1 months ago
AVA: automated interpretation of dynamically detected anomalies
Dynamic analysis techniques have been extensively adopted to discover causes of observed failures. In particular, anomaly detection techniques can infer behavioral models from obs...
Anton Babenko, Leonardo Mariani, Fabrizio Pastore
197
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MICRO
2006
IEEE
145views Hardware» more  MICRO 2006»
16 years 25 days ago
A Floorplan-Aware Dynamic Inductive Noise Controller for Reliable Processor Design
Power delivery is a growing reliability concern in microprocessors as the industry moves toward feature-rich, powerhungrier designs. To battle the ever-aggravating power consumpti...
Fayez Mohamood, Michael B. Healy, Sung Kyu Lim, Hs...