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JMLR
2012
13 years 8 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
DAC
2012
ACM
13 years 8 months ago
WCET-centric partial instruction cache locking
Caches play an important role in embedded systems by bridging the performance gap between high speed processors and slow memory. At the same time, caches introduce imprecision in ...
Huping Ding, Yun Liang, Tulika Mitra
191
Voted
ICWS
2009
IEEE
16 years 3 months ago
Adaptive Prefetching Scheme Using Web Log Mining in Cluster-Based Web Systems
The main memory management has been a critical issue to provide high performance in web cluster systems. To overcome the speed gap between processors and disks, many prefetch sche...
Heung Ki Lee, Baik Song An, Eun Jung Kim
EUROSYS
2006
ACM
16 years 3 months ago
The SMART way to migrate replicated stateful services
Many stateful services use the replicated state machine approach for high availability. In this approach, a service runs on multiple machines to survive machine failures. This pap...
Jacob R. Lorch, Atul Adya, William J. Bolosky, Ron...
CDC
2008
IEEE
112views Control Systems» more  CDC 2008»
15 years 8 months ago
Information fusion strategies from distributed filters in packet-drop networks
Abstract-- In this paper we study different distributed estimation schemes for stochastic discrete time linear systems where the communication between the sensors and the estimatio...
Alessandro Chiuso, Luca Schenato