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2021 | OriginalPaper | Chapter

PoC Testing Analysis of Big Data Products

Authors : Dong Runsha, Zhang Ya-Nan, Wu Yang, Cheng Xinzhou, Xu Lexi

Published in: Signal and Information Processing, Networking and Computers

Publisher: Springer Singapore

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Abstract

In the era of Big Data, more and more Big Data technologies and Big Data products are emerging. Organization of a Proof of Concept (PoC) testing is important for an enterprise to choose proper Big Data products. This paper introduces typical Big Data vendors and their products, and analyzes the process of preparing a PoC testing. It also illustrates how to design test cases for a PoC testing. In conclusion, it emphasizes that testers should have a deep understanding of business requirements and business processes in order to organize an effective PoC testing program.

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Literature
1.
go back to reference Xiaofeng, M., Xiang, C.: Big data management: concepts, techniques and challenges. J. Comput. Res. Develop. 50(1), 146–149 (2013) Xiaofeng, M., Xiang, C.: Big data management: concepts, techniques and challenges. J. Comput. Res. Develop. 50(1), 146–149 (2013)
3.
go back to reference Liang, D., Ting, C., Hongke, X., Chao, Q., Dianpeng, L.: Research on testing technique of big data. Appl. Res. Comput. 31(06), 1606-1611 (2014) Liang, D., Ting, C., Hongke, X., Chao, Q., Dianpeng, L.: Research on testing technique of big data. Appl. Res. Comput. 31(06), 1606-1611 (2014)
4.
go back to reference Shaomin, Z.: Software testing. Shanghai: People’s Posts and Telecommunications Press (2016) Shaomin, Z.: Software testing. Shanghai: People’s Posts and Telecommunications Press (2016)
5.
go back to reference Chunli, S., Xinmiao, C.: How to design a good test case. Value Eng. 9(03), 219–220 (2020) Chunli, S., Xinmiao, C.: How to design a good test case. Value Eng. 9(03), 219–220 (2020)
6.
go back to reference Qin, Y.: Challenges and development direction of software testing technology under the background of big data. Electron. Technol. Softw. Eng. (18), 46-47 (2019) Qin, Y.: Challenges and development direction of software testing technology under the background of big data. Electron. Technol. Softw. Eng. (18), 46-47 (2019)
7.
go back to reference Qianqian, Z., Xinghan, Z., Xiangfei, G.: Design method of software test cases. Electron. Technol. Softw. Eng. 11, 60–61 (2018) Qianqian, Z., Xinghan, Z., Xiangfei, G.: Design method of software test cases. Electron. Technol. Softw. Eng. 11, 60–61 (2018)
8.
go back to reference Cheng, X., et al.: Big data assisted customer analysis and advertising architecture for real estate. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 312–317. IEEE Press, Qingdao (2016) Cheng, X., et al.: Big data assisted customer analysis and advertising architecture for real estate. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 312–317. IEEE Press, Qingdao (2016)
9.
go back to reference Xu, L., Luan, Y., Cheng, X., et al.: Telecom big data based user offloading self-optimisation in heterogeneous relay cellular systems. Int. J. Distrib. Syst. Technol. 8(2), 27–46 (2017)CrossRef Xu, L., Luan, Y., Cheng, X., et al.: Telecom big data based user offloading self-optimisation in heterogeneous relay cellular systems. Int. J. Distrib. Syst. Technol. 8(2), 27–46 (2017)CrossRef
10.
go back to reference Xu, L., Chen, X., Zhao, L. Hu, X., Jiang, N., Luan, Y., Cheng, X., Gao, J.: Telecom big data assisted BS resource analysis for LTE/5G systems. In: 18th IEEE International Conferences on Ubiquitous Computing and Communications, pp. 81–88. IEEE press, Shenyang (2019) Xu, L., Chen, X., Zhao, L. Hu, X., Jiang, N., Luan, Y., Cheng, X., Gao, J.: Telecom big data assisted BS resource analysis for LTE/5G systems. In: 18th IEEE International Conferences on Ubiquitous Computing and Communications, pp. 81–88. IEEE press, Shenyang (2019)
11.
go back to reference Gao, J., Cheng, X., et al.: An interference management algorithm using big data analytics in LTE cellular networks. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 246–251. IEEE Press, Qingdao (2016) Gao, J., Cheng, X., et al.: An interference management algorithm using big data analytics in LTE cellular networks. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 246–251. IEEE Press, Qingdao (2016)
12.
go back to reference Zhu, C., Cheng, X., et al.: A novel base station analysis scheme based on telecom big data. In: 20th International Conference on High Performance Com-puting and Communications, pp. 1076–1081. IEEE Press, Exeter (2018) Zhu, C., Cheng, X., et al.: A novel base station analysis scheme based on telecom big data. In: 20th International Conference on High Performance Com-puting and Communications, pp. 1076–1081. IEEE Press, Exeter (2018)
13.
go back to reference Eiza, M., Cao, Y., Xu, L.: Toward Sustainable and Economic Smart Mobility: Shaping the Future of Smart Cities, 1st edn. World Scientific, London (2020)CrossRef Eiza, M., Cao, Y., Xu, L.: Toward Sustainable and Economic Smart Mobility: Shaping the Future of Smart Cities, 1st edn. World Scientific, London (2020)CrossRef
14.
go back to reference Xu, L., Zhao, X., Yu, Y., Luan, Y., Zhao, L., et al.: A comprehensive operation and revenue analysis algorithm for LTE/5G wireless system based on telecom operator data. In: 19th IEEE International Conference on Scalable Computing and Communications, pp. 1521–1524. IEEE press, Leicester (2019) Xu, L., Zhao, X., Yu, Y., Luan, Y., Zhao, L., et al.: A comprehensive operation and revenue analysis algorithm for LTE/5G wireless system based on telecom operator data. In: 19th IEEE International Conference on Scalable Computing and Communications, pp. 1521–1524. IEEE press, Leicester (2019)
15.
go back to reference Chao, K., et al.: Data mining based modeling and application of mobile video service awareness. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 389–396. Springer press, Chongqing (2017) Chao, K., et al.: Data mining based modeling and application of mobile video service awareness. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 389–396. Springer press, Chongqing (2017)
16.
go back to reference Guo, T., et al.: Proximity as a service for the use case of access enhancement via cellular network-assisted mobile device-to-device. IEEE Access (online available), 1–8 (2020) Guo, T., et al.: Proximity as a service for the use case of access enhancement via cellular network-assisted mobile device-to-device. IEEE Access (online available), 1–8 (2020)
17.
go back to reference Cheng, X., et al.: Telecom big data based electromagnetic wave research under haze and rainstorm. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 420–428. Springer press, Chongqing (2017) Cheng, X., et al.: Telecom big data based electromagnetic wave research under haze and rainstorm. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 420–428. Springer press, Chongqing (2017)
Metadata
Title
PoC Testing Analysis of Big Data Products
Authors
Dong Runsha
Zhang Ya-Nan
Wu Yang
Cheng Xinzhou
Xu Lexi
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4102-9_123

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