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Are We There Yet? A Grand Tour of ETA Queries

Summary: A comprehensive tutorial taxonomy of ETA query processing by edge-weight representation: static, time-dependent, probabilistic, feature-vector, and edge-agnostic. Compares their accuracy, latency, preprocessing, bulk processing, robustness, and data requirements, highlighting industry gaps. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
hc354172435cb0813
Venue
VLDB
Year
2026
Pagerank
4.9793485e-05
Overall Rank
11,025 | 25.88%
DOI
10.14778/3827998.3828142

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Authors

BibTeX Citation

@article{mostafa_vldb26,
        title = {{Are We There Yet? A Grand Tour of ETA Queries}},
        author = {Mostafa, Areeg and Hemdan, Mohamed and Mokbel, Mohamed F.},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4872--4877},
        doi = {10.14778/3827998.3828142},
        url = {https://doi.org/10.14778/3827998.3828142},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
953 Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation 2012 VLDB 0.00012877507
1,722 Querying Shortest Paths on Time Dependent Road Networks 2019 VLDB 9.7932895e-05
3,161 Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter 2020 SIGMOD 7.5796549e-05
3,497 Anytime Stochastic Routing with Hybrid Learning 2020 VLDB 7.2556245e-05
3,654 DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting 2020 VLDB 7.1276757e-05
3,705 Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach 2007 VLDB 7.0834003e-05
4,340 Constrained Shortest Path Query in a Large Time-Dependent Graph 2019 VLDB 6.6518685e-05
4,633 Architecture-Intact Oracle for Fastest Path and Time Queries on Dynamic Spatial Networks 2020 SIGMOD 6.4933316e-05
7,877 Spatial Data Quality in the IoT Era: Management and Exploitation 2022 SIGMOD 5.4346692e-05
7,902 Origin-Destination Travel Time Oracle for Map-based Services 2023 SIGMOD 5.4297829e-05
7,903 Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models 2013 VLDB 5.4297829e-05
8,562 Path Cost Distribution Estimation Using Trajectory Data 2017 VLDB 5.3138669e-05
8,847 Machine Learning Meets Big Spatial Data 2019 VLDB 5.2646682e-05
8,879 Spatial Query Optimization With Learning 2024 VLDB 5.2568354e-05
9,907 RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning 2025 SIGMOD 5.1103839e-05
9,914 Efficient Stochastic Routing in Path-Centric Uncertain Road Networks 2024 VLDB 5.1103839e-05
9,917 Effective and Efficient Route Planning Using Historical Trajectories on Road Networks 2023 VLDB 5.1103839e-05
9,918 Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity 2023 VLDB 5.1103839e-05
11,423 Large Language Models for Spatial Analysis Queries 2025 VLDB 4.9793485e-05
12,553 Mobility and Social Networking: A Data Management Perspective 2013 VLDB 4.9793485e-05
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