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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
4.9769913e-05
Overall Rank
11,034 | 25.84%
DOI
10.14778/3827998.3828142
PDF
Download (CC BY-NC-ND 4.0)

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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 0.00012871412
1,724 Querying Shortest Paths on Time Dependent Road Networks 2019 VLDB 9.7886535e-05
3,162 Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter 2020 SIGMOD 7.5760668e-05
3,497 Anytime Stochastic Routing with Hybrid Learning 2020 VLDB 7.2521898e-05
3,656 DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting 2020 VLDB 7.1243016e-05
3,705 Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach 2007 VLDB 7.0800471e-05
4,340 Constrained Shortest Path Query in a Large Time-Dependent Graph 2019 VLDB 6.6487196e-05
4,636 Architecture-Intact Oracle for Fastest Path and Time Queries on Dynamic Spatial Networks 2020 SIGMOD 6.4902578e-05
7,882 Spatial Data Quality in the IoT Era: Management and Exploitation 2022 SIGMOD 5.4320965e-05
7,906 Origin-Destination Travel Time Oracle for Map-based Services 2023 SIGMOD 5.4272125e-05
7,907 Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models 2013 VLDB 5.4272125e-05
8,569 Path Cost Distribution Estimation Using Trajectory Data 2017 VLDB 5.3113514e-05
8,857 Machine Learning Meets Big Spatial Data 2019 VLDB 5.2621882e-05
8,888 Spatial Query Optimization With Learning 2024 VLDB 5.2543468e-05
9,914 RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning 2025 SIGMOD 5.1079647e-05
9,921 Efficient Stochastic Routing in Path-Centric Uncertain Road Networks 2024 VLDB 5.1079647e-05
9,924 Effective and Efficient Route Planning Using Historical Trajectories on Road Networks 2023 VLDB 5.1079647e-05
9,925 Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity 2023 VLDB 5.1079647e-05
11,429 Large Language Models for Spatial Analysis Queries 2025 VLDB 4.9769913e-05
12,559 Mobility and Social Networking: A Data Management Perspective 2013 VLDB 4.9769913e-05
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