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Scalable Distributed Real-Time Processing for Large-Scale Data Streams

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Abstract
 1. Introduction 
 2. Problem Definitions
 3. Key Components of SDRT-MR  Key Components of SDRT Key Components of SDRT Key Components of SDRT
  3.1. Optimizing the Intermediate Results based on Hash Technology 
  3.2. Fast In-Memory Approach Based on Dynamic Incremental Hash Technique
 4. The Framework of SDRT-MR
 5. Experimental Evaluation 
  5.1. Real -Time Performance Analysis 
  5.2. Scalability Analysis 
 6. Conclusion
 Acknowledgement  
 References

저자정보

  • Binlei Cai Information Research Institute of Shandong Academy of Sciences, Jinan, China
  • Qin Guo College of Mathematical Sciences, Nankai University, Tianjin, P.R. China
  • Shiwei Zhu Information Research Institute of Shandong Academy of Sciences, Jinan, China
  • Jiadong Ren College of Information Science and Engineering, Yanshan University, Qinhuangdao, P.R. China

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