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- W2381826241 abstract "In many fields,data stream continues to grow in terms of generation speed,scale and vibration,which makes the data stream mining more difficult.RCSW is used in data stream mining to finish data steam sampling.The three concept such as real-time T,key time point set,data stream processing ratio are proposed.Then an algorithm for data stream speed anomaly detection is proposed,which monitor and predict flow velocity.The system intelligently adjust ring buffer and data stream processing ratio if there is excessive flow velocity,in order to solve the conflicts commendably between data processing power and flow velocity,throughput and limited memory.Experimental results show that it is an algorithm for data stream speed anomaly detection which can ensure normal execution of data stream mining and well meet the need of the system real-time." @default.
- W2381826241 created "2016-06-24" @default.
- W2381826241 creator A5022454993 @default.
- W2381826241 date "2012-01-01" @default.
- W2381826241 modified "2023-09-28" @default.
- W2381826241 title "An Algorithm for Data Stream Speed Anomaly Detection Based on RCSW" @default.
- W2381826241 hasPublicationYear "2012" @default.
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