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Workflow Transformation for Real-Time Big Data Processing

Workflow Transformation for Real-Time Big Data Processing

Starting at: Rs.5,500.00

5500 reward points

Workflow Transformation for Real-Time Big Data Processing

With the explosion of big data, processing and analyzing large numbers of continuous data streams in real-time, such as social media stream, sensor data streams, log streams, stock exchanges streams, etc., has become a crucial requirement for many scientific and industrial applications in recent years. Increased volume of streaming data as well as the demand for more complex real-time analytics require for execution of processing pipelines among heterogeneous event processing engines as a workflow. In this paper, we propose a workflow transformation for cost minimization in real-time big data processing on the heterogeneous systems. We first give the definition of stream-based workflow; and then we define eight different patterns as rules for workflow transformation; next, we give our workflow transformation algorithm based on our designed rules. Finally, our experi ment shows that our proposed workflow transformation method can reduce the communication and computation cost effectively.


 


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  • Model: PROJ7878
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Monday 14 August, 2017.

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