A Trajectory Splitting Model for Efficient Spatio-Temporal Indexing
Summary: Proposes a formal trajectory-splitting model to minimize spatio-temporal I/Os for MBR-based indices (R-trees) in range queries. Presents a dynamic-programming optimal-split algorithm and a linear-time near-optimal method for dynamic updates, with experiments showing efficiency gains in R-tree deployments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Slobodan Rasetic
- 2. Jörg Sander
- 3. James Elding
- 4. Mario A. Nascimento
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,331 | Demonstration of the TrajStore System | 2009 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2 | R-Trees: A Dynamic Index Structure For Spatial Searching | 1984 | SIGMOD | 0.0032118946 |
| 6 | The R*-tree: An Efficient and Robust Access Method for Points and Rectangles | 1990 | SIGMOD | 0.0016113151 |
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00061977022 |
| 628 | Indexing the Positions of Continuously Moving Objects | 2000 | SIGMOD | 0.00018957327 |
| 1,004 | On Indexing Mobile Objects | 1999 | PODS | 0.00014694512 |
| 1,055 | The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries | 2003 | VLDB | 0.00014391376 |
| 1,476 | Towards an Analysis of Range Query Performance in Spatial Data Structures | 1993 | PODS | 0.00011752931 |
| 2,218 | XXL - A Library Approach to Supporting Efficient Implementations of Advanced Database Queries* | 2001 | VLDB | 9.2658659e-05 |
| 2,558 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.5441554e-05 |
| 2,744 | Indexing Large Trajectory Data Sets With SETI* | 2003 | CIDR | 8.1917832e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 147 | Efficient Processing of Spatial Joins Using R-trees | 1993 | SIGMOD | 0.00041201518 |
| 1,766 | Query and Update Efficient B+-Tree Based Indexing of Moving Objects | 2004 | VLDB | 0.00010611043 |
| 9,769 | Adaptive Indexing of Objects with Spatial Extent | 2023 | VLDB | 4.2815042e-05 |
| 9,168 | Main-Memory Operation Buffering for Efficient R-Tree Update | 2007 | VLDB | 4.380727e-05 |
| 8,764 | Dynamic Indexability and Lower Bounds for Dynamic One-Dimensional Range Query Indexes | 2009 | PODS | 4.4520434e-05 |
| 3,802 | Time-Parameterized Queries in Spatio-Temporal Databases | 2002 | SIGMOD | 6.7524078e-05 |
| 9,021 | On Optimal Node Splitting for R-trees | 1998 | VLDB | 4.4049428e-05 |
| 1,055 | The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries | 2003 | VLDB | 0.00014391376 |
| 1,519 | A Model for the Prediction of R-tree Performance | 1996 | PODS | 0.00011535609 |
| 2,558 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.5441554e-05 |