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Design and Implementation of Smart Gardening System Using Real-Time Visualization Algorithm Based on IoT

IoT 기반 실시간 시각화 알고리즘을 이용한 스마트가드닝 시스템 설계 및 구현

  • Son, Soo-A (Department of Mobile Software, Gachon University) ;
  • Park, Seok-Cheon (Department of Computer Engineering, Gachon University)
  • Received : 2015.09.08
  • Accepted : 2015.11.17
  • Published : 2015.12.31

Abstract

Data generated from sensors are exploding with recent development of IoT. This paradigm shift requires various industry fields that demand instant actions to analyze the arising data on a real-time basis, along with the real-time visualization analysis. As the existing visualization systems, however, perform visualization after storing data, the response time of the server cannot guarantee the ms-level processing that is close to real-time. They also have a problem of destroying data that can be major resources as they do not possess the process resources. Therefore, a smart gardening system that applies a real-time visualization algorithm using IoT sensing data under a gardening environment was designed and implement in this study. The response time of the server was measured to evaluate the performance of the suggested system. As a result, the response speed of the suggested real-time visualization algorithm was guaranteeing the ms-level processing close to real-time.

최근 사물인터넷 발달로 인하여 센서에서 발생되는 데이터가 폭증하고 있다. 이러한 패러다임의 변화로 즉각 행동이 요구되는 여러 산업현장에서 실시간으로 발생되는 데이터들의 분석이 필요하게 되었으며, 실시간 시각화 분석이 대두되고 있다. 그러나 기존 시각화 시스템은 데이터를 저장 후에 시각화를 하기 때문에 서버의 응답시간이 실시간에 준하는 ms수준의 처리를 보장하지 못하며, 처리할 자원을 보유하고 있지 않아 주요 자원이 될 데이터를 폐기하는 문제가 발생한다. 따라서 본 논문에서는 가드닝 환경에서 IoT 센싱 정보를 활용하여 실시간 시각화 알고리즘을 적용한 스마트가드닝 시스템을 설계 및 구현하였다. 제안 시스템의 성능 평가를 위하여 서버의 응답시간을 측정하였고, 테스트 결과 제안하는 실시간 시각화 알고리즘의 응답 속도는 실시간에 준하는 ms수준의 처리를 보장함을 확인하였다.

Keywords

References

  1. Chun-Woo Park, Soo-Dong Kim, "Practical Methods for Managing Faults in IoT Computing," Journal of Internet Computing and Services(JICS), 2015, Vol. 16, No. 5, pp. 75-86. http://www.jksii.or.kr/upload/1/1163_1.pdf https://doi.org/10.7472/jksii.2015.16.5.75
  2. Jeong-Hoon Ahn, Hye-Rim Lee, "PLANNING AND POLICY," pp. 19-26, Korea Research Institute For Human Settlements, 2015. http://www.dbpia.co.kr/Article/NODE06294400
  3. Yong-Beom kim, Jeong-Ho Kwak, "A Study of Smart Convergence Strategies for Enhancing a Creative Economy: Lessons from Korea," Journal of Internet Computing and Services(JICS), 2014, Vol. 15, No. 4, pp. 67-79. http://dx.doi.org/10.7472/jksii.2014.15.4.67
  4. Woo-soo Jung, Sa-Hyuk Kim, Kyoung-Sik Min, "An Analysis of the Economic Effects for the IoT Industry," Journal of Korean Society for Internet Information, Vol. 14, no. 5, 2013, pp. 119-128. http://dx.doi.org/10.7472/jksii.2013.14.5.119
  5. Seok-Ki Hong, "An Explorative Study on the Features of Activity Trackers as IoT based Wearable Devices," Journal of Internet Computing and Services(JICS), 2015, Vol. 16, No. 5p, p. 93-98. http://www.jksii.or.kr/upload/1/1161_1.pdf https://doi.org/10.7472/jksii.2015.16.5.93
  6. DBGuideNET, www.DBGuide.net
  7. KRILI, "Information Visualization," Library Glossary Commentary, Vol. 53, 2010, pp. 1-3.
  8. Yean-Jung Kim, Seung-Young Gouk, Young-Ryul Kim, Myung-Gi Lee, Jong-Sun, Kim, Yoon-Hyung Kim, Kyung-Taek Min, In-Bae Ji, Jae-Hun Sim, "The Present Status and Development Direction of Smart Agriculture," pp. 1-159, Korea Rural Economic Institute, 2013. http://www.dbpia.co.kr/Article/NODE02470529
  9. Chul-Ki Jun, "An Application Study on the International Standardization Strategy model for Smart Agriculture," Proceedings of Symposium of the Korean Institute of communications and Information Sciences, 2015, pp. 650-651. http://www.dbpia.co.kr/Article/NODE06265802