Towards Increasingly Update Efficient Moving-Object Indexing
نویسندگان
چکیده
Current moving-object indexing concentrates on point-objects capable of continuous movement in one-, two-, and three-dimensional Euclidean spaces, and most approaches are based on well-known, conventional spatial indices. Approaches that aim at indexing the current and anticipated future positions of moving objects generally must contend with very large update loads because of the agility of the objects indexed. At the same time, conventional spatial indices were often originally proposed in settings characterized by few updates and focus on query performance. In this paper, we characterize the challenge of moving-object indexing and discuss a range of techniques, the use of which may lead to better update performance.
منابع مشابه
Efficient Update Method for Indexing Locations of Moving Objects
Tracking the changing positions of moving objects is becoming increasingly feasible and necessary. However, traditional spatial index structures are not suitable for storing these positions because of numerous update operations. In this paper, we propose an efficient update method for indexing the locations of moving objects based on the R-tree. This technique updates the structure of the index...
متن کاملEfficient Concurrent Operations in Spatial Databases
As demanded by applications such as GIS, CAD, ecology analysis, and space research, efficient spatial data access methods have attracted much research. Especially, moving object management and continuous spatial queries are becoming highlighted in the spatial database area. However, most of the existing spatial query processing approaches were designed for single-user environments, which may no...
متن کاملIndexing the Current Positions of Moving Objects Using the Lazy Update R-tree
With the rapid advances of wireless communications and positioning techniques, tracking the positions of moving objects is becoming increasingly feasible and necessary. Traditional spatial index structures are not suitable for storing these positions because of numerous update operations. To reduce the number of update operations, many existing approaches use a linear function to describe the m...
متن کاملTowards Optimal Utilization of Main Memory for Moving Object Indexing
In moving object databases, existing disk-based indexes are unable to keep up with the high update rate while providing speedy retrieval at the same time. However, efficient management of moving-object database can be achieved through aggressive use of main memory. In this paper, we propose an Integrated Memory Partitioning and Activity Conscious Twin-index (IMPACT) framework where the moving o...
متن کاملIndexing Moving Objects Using Short-Lived Throwaway Indexes
With the exponential growth of moving objects data to the Gigabyte range, it has become critical to develop effective techniques for indexing, updating, and querying these massive data sets. To meet the high update rate as well as low query response time requirements of moving object applications, this paper takes a novel approach in moving object indexing. In our approach we do not require a s...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IEEE Data Eng. Bull.
دوره 25 شماره
صفحات -
تاریخ انتشار 2002