Cloud City Traffic State Assessment System Using a Novel Architecture of Big Data

Yan, Yin-Zhen; Liu, Ren-Hao; Yang, Chao-Tung; Hsu, Chih‐Yu

doi:10.1109/ccbd.2015.58

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Figure 511: Overall Quality Of Primary Studies Adopted Archi...1

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Cited by 5 publications

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“…the overall system is composed of sensors, sensor boards, a bridge, and middleware. Another cloud architecture is used to construct a cloud city traffic state assessment system (Yan et al, 2015) with cloud technologies, Hadoop and Spark. Clustering methods such as K-Means, Fuzzy C-Means, and DBSCAN are applied to detect traffic jams.…”

Section: Figure 511: Overall Quality Of Primary Studies Adopted Archi...mentioning

confidence: 99%

Cybersecurity design of data-intensive systems

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Research method has a critical role within the empirical studies. In order to converge valid and reliable outcomes, clear cut research methodologies should be applied and reported in the selected primary studies. The types of the research methods can be listed as "Case Study" (in depth investigation with a real-life context), "Experiment" (scientific procedure to test a hypothesis) and "Short Example". It can be derived from Table 5.5 that there is not a tendency towards a research method, considering the fact that the gap between the percentages of the methodologies is not wide. Nevertheless, experimentation is used more often comparing to case studies and short examples to evaluate the system architectures.

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Section: Figure 511: Overall Quality Of Primary Studies Adopted Archi...mentioning

confidence: 99%