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- W2100058239 abstract "With the development of stream processing technology, achieving load balance of resource accessing becomes one of key problems. However, the existing technologies are difficult to balance the system and maintain the data integrity requirements when large data stream arrive. In this paper, combined with the dynamic load balancing algorithm, we propose a load balancing algorithm of stream data based on correlation analysis (SDCA-LBA). The algorithm analyses correlation of stream data through the window feature statistics. On the basis of ensuring the load balancing of the stream data system, we consider the data correlation. The experiment results show that this method can effectively solve the problem of stream data load balancing, maintain the data integrity, and improve the system data processing capabilities." @default.
- W2100058239 created "2016-06-24" @default.
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- W2100058239 date "2014-03-01" @default.
- W2100058239 modified "2023-09-27" @default.
- W2100058239 title "Load Balancing Algorithm of Stream Data Based on Correlation Analysis" @default.
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- W2100058239 doi "https://doi.org/10.4028/www.scientific.net/amm.543-547.2594" @default.
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