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» Fast and Effective Task Scheduling in Heterogeneous Systems
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138
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OSDI
2008
ACM
16 years 4 months ago
Improving MapReduce Performance in Heterogeneous Environments
MapReduce is emerging as an important programming model for large-scale data-parallel applications such as web indexing, data mining, and scientific simulation. Hadoop is an open-...
Matei Zaharia, Andy Konwinski, Anthony D. Joseph, ...
116
Voted
AIPS
2006
15 years 5 months ago
Combining Stochastic Task Models with Reinforcement Learning for Dynamic Scheduling
We view dynamic scheduling as a sequential decision problem. Firstly, we introduce a generalized planning operator, the stochastic task model (STM), which predicts the effects of ...
Malcolm J. A. Strens
131
Voted
GRID
2004
Springer
15 years 9 months ago
MARS: A Metascheduler for Distributed Resources in Campus Grids
Computational grids are increasingly being deployed in campus environments to provide unified access to distributed and heterogeneous resources such as clusters, storage arrays, ...
Abhijit Bose, Brian Wickman, Cameron Wood
162
Voted
ICPPW
2007
IEEE
15 years 10 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
131
Voted
JCIT
2007
98views more  JCIT 2007»
15 years 3 months ago
Load Indices on Heterogeneous Systems- Past, Present and Future
To achieve superior performance levels when working with heterogeneous distributed platforms, processscheduling decisions must be based essentially on the platform’s features an...
Kalinka Regina Lucas Jaquie Castelo Branco, Edward...