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» An Infrastructure for Adaptive Dynamic Optimization
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GECCO
2009
Springer
15 years 9 months ago
NEAT in increasingly non-linear control situations
Evolution of neural networks, as implemented in NEAT, has proven itself successful on a variety of low-level control problems such as pole balancing and vehicle control. Nonethele...
Matthias J. Linhardt, Martin V. Butz
152
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GECCO
2010
Springer
191views Optimization» more  GECCO 2010»
15 years 5 months ago
Fitness importance for online evolution
To complement standard fitness functions, we propose "Fitness Importance" (FI) as a novel meta-heuristic for online learning systems. We define FI and show how it can be...
Philip Valencia, Raja Jurdak, Peter Lindsay
ASPLOS
2010
ACM
15 years 11 months ago
CoreDet: a compiler and runtime system for deterministic multithreaded execution
The behavior of a multithreaded program does not depend only on its inputs. Scheduling, memory reordering, timing, and low-level hardware effects all introduce nondeterminism in t...
Tom Bergan, Owen Anderson, Joseph Devietti, Luis C...
SIGMETRICS
2012
ACM
283views Hardware» more  SIGMETRICS 2012»
13 years 7 months ago
Renewable and cooling aware workload management for sustainable data centers
The demand for data center computing increased significantly in recent years resulting in huge energy consumption. Data centers typically comprise three main subsystems: IT equip...
Zhenhua Liu, Yuan Chen, Cullen Bash, Adam Wierman,...
MIDDLEWARE
2009
Springer
15 years 11 months ago
Calling the Cloud: Enabling Mobile Phones as Interfaces to Cloud Applications
Mobile phones are set to become the universal interface to online services and cloud computing applications. However, using them for this purpose today is limited to two configura...
Ioana Giurgiu, Oriana Riva, Dejan Juric, Ivan Kriv...