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» Managing Multiple Tasks in Complex, Dynamic Environments
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AAAI
1998
13 years 6 months ago
Managing Multiple Tasks in Complex, Dynamic Environments
Sketchy planners are designed to achieve goals in realistically complex, time-pressured, and uncertain task environments. However, the ability to manage multiple, potentially inte...
Michael Freed
ICPPW
2007
IEEE
13 years 11 months ago
Power Management of Multicore Multiple Voltage Embedded Systems by Task Scheduling
We study the role of task-level scheduling in power management on multicore multiple voltage embedded systems. Multicore on-achip, in particular DSP systems, can greatly improve p...
Gang Qu
AIIA
2007
Springer
13 years 11 months ago
Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions
The application of Reinforcement Learning (RL) algorithms to learn tasks for robots is often limited by the large dimension of the state space, which may make prohibitive its appli...
Andrea Bonarini, Alessandro Lazaric, Marcello Rest...
DSD
2009
IEEE
160views Hardware» more  DSD 2009»
13 years 8 months ago
Conservative Dynamic Energy Management for Real-Time Dataflow Applications Mapped on Multiple Processors
Voltage-frequency scaling (VFS) trades a linear processor slowdown for a potentially quadratic reduction in energy consumption. Complex dependencies may exist between different tas...
Anca Mariana Molnos, Kees Goossens
NOMS
2010
IEEE
180views Communications» more  NOMS 2010»
13 years 3 months ago
Performance-driven task co-scheduling for MapReduce environments
—MapReduce is a data-driven programming model proposed by Google in 2004 which is especially well suited for distributed data analytics applications. We consider the management o...
Jorda Polo, David Carrera, Yolanda Becerra, Malgor...