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Evaluation and comparison of various indexing schemes in single-channel broadcast communication environment

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Abstract

Wireless Data Broadcasting is a newly developed data dissemination method for spreading public information to a tremendous number of mobile subscribers. Access Latency and Tuning Time are two main criteria to evaluate the performance of such system. With the help of indexing technology, clients can reduce tuning time significantly by searching indices first and turning to doze mode during waiting period. Different indexing schemes perform differently, so we can hardly compare the efficiency of different indexing schemes. In this paper, we redesigned several most popular indexing schemes for data broadcasting systems, i.e., distributed index, exponential index, hash table, and Huffman tree index. We created a unified communication model and constructed a novel evaluation strategy by using the probability theory to formulate the performance of each scheme theoretically and then conducted simulations to compare their performance by numerical experiments. This is the first work to provide scalable communication environment and accurate evaluation strategies. Our communication model can easily be modified to meet specific requirements. Our comparison model can be used by the service providers to evaluate other indexing schemes to choose the best one for their systems.

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Authors and Affiliations

  1. Department of Mathematics and Computer Science, University of Central Missouri, Warrensburg, MO, 64093, USA

    Jiaofei Zhong & Xiaodong Yue

  2. Department of Computer Science, University of Texas at Dallas, Richardson, TX, USA

    Weili Wu

  3. Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China

    Xiaofeng Gao

  4. Department of Computer Science and Software Engineering, University of Wisconsin-Platteville, Platteville, WI, USA

    Yan Shi

Authors
  1. Jiaofei Zhong
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  2. Weili Wu
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  3. Xiaofeng Gao
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  4. Yan Shi
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  5. Xiaodong Yue
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Correspondence to Jiaofei Zhong.

Additional information

This work was supported in part by the U.S. National Science Foundation under Grant CNS-0831579, CNS-1016320, and CCF-0829993, partially supported by Shanghai Educational Development Foundation (Chenguang Grant No. 12CG09), the Natural Science Foundation of Shanghai (Grant No. 12ZR1445000), the National Natural Science Foundation of China (Grant numbers 61202024 and 61033002).

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Zhong, J., Wu, W., Gao, X. et al. Evaluation and comparison of various indexing schemes in single-channel broadcast communication environment. Knowl Inf Syst 40, 375–409 (2014). https://doi.org/10.1007/s10115-013-0643-9

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  • DOI: https://doi.org/10.1007/s10115-013-0643-9

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