earticle

논문검색

Spatio-Temporal Sliding Window Processing over Geosensor Data Streams

초록

영어

The u-GIS spatial information technology requires the processing of Geosensor information. Geosensor information processing generates real-time and high-volume location and data streams related to locations. To process this kind of data, data stream management systems (DSMS) and spatio-temporal data stream management system (ST-DSMS) are being researched. However DSMS deals with general data streams that do not consider spatial and temporal domains. ST-DSMS supports the processing of spatial and temporal domains. However, ST-DSMS is based on continuous query processing over sliding windows the queries in ST- DSMS that are limited to expressing various spatio-temporal predicates. Moreover, studies on ST-DSMS lacked analyses on multiple attributes and various spatio-temporal. In this paper, we present a new spatio-temporal sliding window for achieving spatio-temporal data stream with multiple attributes. The method is based on periodical query processing over sliding windows and maintains in-out time and value histories of objects. So, in this paper, we can support various spatio-temporal predicates, deal with multiple attributes, and provide complex query syntax analyzing various spatio-temporal correlations

목차

Abstract
 1. Introduction
 2. Related Work
 3. The Model of Geosensor Continuous Query Processor
  3.1. GeoSensor Data Model
  3.2. Extended SQL Syntax
 4. Spatio-temporal Sliding Window Processing
  4.1. Geosensor Object Management
  4.2. Virtual Region and Shared Execution
  4.3. The Spatio-Temporal Sliding Window Processing
 5. Experimental Classification Results and Analysis
 6. Conclusion
 References

저자정보

  • Sung-Ha Baek Dept. of Computer Science and Engineering, Inha University 100 Inharo, Nam-gu Incheon, 402-751 - Korea
  • Gyoung-Bae Kim Dept. of Computer Education, Seowon University 377-3 Musimseoro, Seowon-gu, Cheongju, Chungbuk, Korea

참고문헌

자료제공 : 네이버학술정보

    함께 이용한 논문

      ※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

      0개의 논문이 장바구니에 담겼습니다.