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 |
|---|---|---|---|---|
| 12,323 | Demonstration of the TrajStore System | 2009 | VLDB | 4.1945683e-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 | 0.0032169493 |
| 6 | The R*-tree: An Efficient and Robust Access Method for Points and Rectangles | 1990 | SIGMOD | 0.0016162015 |
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00062029383 |
| 631 | Indexing the Positions of Continuously Moving Objects | 2000 | SIGMOD | 0.00018935493 |
| 1,002 | On Indexing Mobile Objects | 1999 | PODS | 0.00014702555 |
| 1,067 | The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries | 2003 | VLDB | 0.00014327945 |
| 1,479 | Towards an Analysis of Range Query Performance in Spatial Data Structures | 1993 | PODS | 0.00011749057 |
| 2,214 | XXL - A Library Approach to Supporting Efficient Implementations of Advanced Database Queries* | 2001 | VLDB | 9.2726469e-05 |
| 2,541 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.5795657e-05 |
| 2,738 | Indexing Large Trajectory Data Sets With SETI* | 2003 | CIDR | 8.2005452e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 148 | Efficient Processing of Spatial Joins Using R-trees | 1993 | SIGMOD | 0.00041182766 |
| 1,774 | Query and Update Efficient B+-Tree Based Indexing of Moving Objects | 2004 | VLDB | 0.00010604097 |
| 9,767 | Adaptive Indexing of Objects with Spatial Extent | 2023 | VLDB | 4.2856106e-05 |
| 9,258 | Main-Memory Operation Buffering for Efficient R-Tree Update | 2007 | VLDB | 4.3690661e-05 |
| 8,767 | Dynamic Indexability and Lower Bounds for Dynamic One-Dimensional Range Query Indexes | 2009 | PODS | 4.456315e-05 |
| 3,800 | Time-Parameterized Queries in Spatio-Temporal Databases | 2002 | SIGMOD | 6.7585633e-05 |
| 9,018 | On Optimal Node Splitting for R-trees | 1998 | VLDB | 4.4091374e-05 |
| 1,067 | The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries | 2003 | VLDB | 0.00014327945 |
| 1,528 | A Model for the Prediction of R-tree Performance | 1996 | PODS | 0.00011497734 |
| 2,541 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.5795657e-05 |