Paper Info
Title
Streaming data management for the online processing of simulation data
Abstract
The fast processing (storing; computing control variates) of simulation data is essential for efficient simulation. The impact of poor data processing might annihilate all the efforts invested into designing high-performance algorithms for computing the trajectories. Streaming data management can be used as an alternative to the more classical approaches (in-memory and write-and-read-back mechanisms). In first experiments our implementation of streaming data management shows better run time performance than in-memory solutions, although the streaming additionally integrates online calculations, e.g., to determine variance and average.
Year
DOI
Venue
2012
10.5555/2429759.2430272
Winter Simulation Conference
Keywords
Field
DocType
poor data processing,computing control variate,simulation data,in-memory solution,high-performance algorithm,fast processing,online calculation,efficient simulation,online processing,classical approach,data management
Data processing,Computer science,Simulation,Control variates,Streaming data,Online processing,Distributed computing
Conference
ISBN
Citations 
PageRank 
978-1-4799-2077-8
2
0.41
References 
Authors
1
5
Name
Order
Citations
PageRank
Johannes Schützel191.95
Jan Himmelspach221418.19
Holger Meyer34314.38
Andreas Heuer4338.86
Adelinde M. Uhrmacher575581.53