Back to papers
DITA: Distributed In-Memory Trajectory Analytics
Summary: DITA is a distributed in-memory trajectory analytics system addressing data-locality partitioning and load balancing with Spark SQL APIs. Key ideas: trie pivot indexing with global/local indexes; a bi-graph cost model and graph-based distributed joins.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5464
- Venue
- SIGMOD
- Year
- 2018
- Pagerank
- 9.3096071e-05
- Overall Rank
- 2,198 | 84.73%
- DOI
-
10.1145/3183713.3183743
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 15 of 15 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 5,297 |
Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints |
2020 |
VLDB |
5.5772847e-05 |
| 6,013 |
Ratel: Interactive Analytics for Large Scale Trajectories |
2019 |
SIGMOD |
5.2365238e-05 |
| 6,080 |
Pigeonring: A Principle for Faster Thresholded Similarity Search |
2019 |
VLDB |
5.219249e-05 |
| 6,508 |
Trajectory Similarity Measurement: An Efficiency Perspective |
2024 |
VLDB |
5.0273291e-05 |
| 6,903 |
Kamel: A Scalable BERT-based System for Trajectory Imputation |
2024 |
VLDB |
4.8878659e-05 |
| 7,022 |
VRE: A Versatile, Robust, and Economical Trajectory Data System |
2022 |
VLDB |
4.8534529e-05 |
| 8,865 |
CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories |
2020 |
SIGMOD |
4.4282495e-05 |
| 10,538 |
Revisiting CNNs for Trajectory Similarity Learning |
2025 |
VLDB |
4.1905499e-05 |
| 10,596 |
SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning |
2025 |
VLDB |
4.1905499e-05 |
| 10,716 |
SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity |
2025 |
VLDB |
4.1905499e-05 |
| 10,983 |
BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,190 |
ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,203 |
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,244 |
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks |
2023 |
VLDB |
4.1905499e-05 |
| 11,722 |
DITA: A Distributed In-Memory Trajectory Analytics System |
2018 |
SIGMOD |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 18 of 18 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 65 |
Fast Subsequence Matching in Time-Series Databases |
1994 |
SIGMOD |
0.00061977022 |
| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061707583 |
| 251 |
Robust and Fast Similarity Search for Moving Object Trajectories |
2005 |
SIGMOD |
0.00030589775 |
| 358 |
On The Marriage of Lp-norms and Edit Distance |
2004 |
VLDB |
0.00026059337 |
| 696 |
Exact Indexing of Dynamic Time Warping |
2002 |
VLDB |
0.00017991162 |
| 1,127 |
Trajectory Clustering: A Partition-and-Group Framework |
2007 |
SIGMOD |
0.00013801775 |
| 1,164 |
Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures |
2008 |
VLDB |
0.00013572951 |
| 1,199 |
Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce |
2013 |
VLDB |
0.00013358019 |
| 1,301 |
Simba: Efficient In-Memory Spatial Analytics |
2016 |
SIGMOD |
0.00012702767 |
| 1,704 |
Swarm: Mining Relaxed Temporal Moving Object Clusters |
2010 |
VLDB |
0.00010814313 |
| 1,749 |
Distributed Trajectory Similarity Search |
2017 |
VLDB |
0.00010684148 |
| 2,052 |
TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering |
2008 |
VLDB |
9.6854498e-05 |
| 2,487 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
8.6609871e-05 |
| 2,846 |
Trajectory Simplification: On Minimizing the Direction-based Error |
2015 |
VLDB |
8.0293734e-05 |
| 3,090 |
Direction-Preserving Trajectory Simplification |
2013 |
VLDB |
7.5904432e-05 |
| 4,706 |
SharkDB: An In-Memory Storage System for Massive Trajectory Data |
2015 |
SIGMOD |
5.9773995e-05 |
| 4,747 |
One-Pass Error Bounded Trajectory Simplification |
2017 |
VLDB |
5.9443604e-05 |
| 8,413 |
MoveMine: Mining Moving Object Databases |
2010 |
SIGMOD |
4.5137116e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 4,646 |
LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data |
2016 |
VLDB |
6.0176549e-05 |
| 10,955 |
RITA: Group Attention is All You Need for Timeseries Analytics |
2024 |
SIGMOD |
4.1905499e-05 |
| 6,596 |
Trajectory Similarity Join in Spatial Networks |
2017 |
VLDB |
4.9945871e-05 |
| 11,203 |
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams |
2023 |
SIGMOD |
4.1905499e-05 |
| 9,425 |
DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query |
2017 |
VLDB |
4.3399748e-05 |
| 1,749 |
Distributed Trajectory Similarity Search |
2017 |
VLDB |
0.00010684148 |
| 6,013 |
Ratel: Interactive Analytics for Large Scale Trajectories |
2019 |
SIGMOD |
5.2365238e-05 |
| 9,831 |
Balance-Aware Distributed String Similarity-Based Query Processing System |
2019 |
VLDB |
4.2710095e-05 |
| 6,559 |
Dima: A Distributed In-Memory Similarity-Based Query Processing System |
2017 |
VLDB |
5.00593e-05 |
| 11,722 |
DITA: A Distributed In-Memory Trajectory Analytics System |
2018 |
SIGMOD |
4.1905499e-05 |