TasksBag Runtime estimation in a Desktop Grid
A mathematical model and software tool
Student of Petrozavodsk State University
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Work is devoted to a set of tasks (tasksbag) runtime estimation in a Desktop Grid. We present a mathematical model of point prediction and confidence intervals calculation based on mean-square deviation minimization. An algorithm of runtime estimation including scaling and parameters adjust- ment is described. The notes on BOINC module implementation and perfor- mance optimization are given. Our experiments show good results both on archival statistics of RakeSearch and LHC@HOME projects, and real time data.
- 2018 September 21 - 14:10
- 20 min
- Stochastic Modeling and Applied Research of TechnologY
- Student's Day