Tin Vu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Query Optimizer

Top Venues

Proc. VLDB Endow.

Publications

Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy
A learning-based framework for spatial join processing: estimation, optimization and tuning. VLDB J. 33 (4) (2024)
Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy
Towards a Learned Cost Model for Distributed Spatial Join: Data, Code & Models. CIKM (2022)
Tin Vu, Sara Migliorini, Ahmed Eldawy, Alberto Belussi
Spatial Data Generators. CoRR (2021)
Tin Vu, Ahmed Eldawy, Vagelis Hristidis, Vassilis J. Tsotras
Incremental Partitioning for Efficient Spatial Data Analytics. Proc. VLDB Endow. 15 (3) (2021)
Akil Sevim, Mehnaz Tabassum Mahin, Tin Vu, Ian Maxon, Ahmed Eldawy, Michael J. Carey, Vassilis J. Tsotras
A brief introduction to geospatial big data analytics with apache AsterixDB. SpatialAPI@SIGSPATIAL (2021)
Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy
A Learned Query Optimizer for Spatial Join. SIGSPATIAL/GIS (2021)
Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang
Beast: Scalable Exploratory Analytics on Spatio-temporal Data. CIKM (2021)
Tin Vu, Ahmed Eldawy
R*-Grove: Balanced Spatial Partitioning for Large-scale Datasets. CoRR (2020)
Tin Vu, Ahmed Eldawy
DeepSampling: Selectivity Estimation with Predicted Error and Response Time. CoRR (2020)
Tin Vu, Alberto Belussi, Sara Migliorini, Ahmed Eldawy
Using Deep Learning for Big Spatial Data Partitioning. ACM Trans. Spatial Algorithms Syst. 7 (1) (2020)
Tin Vu, Solluna Liu, Renzhong Wang, Kumarswamy Valegerepura
Noise Prediction for Geocoding Queries using Word Geospatial Embedding and Bidirectional LSTM. SIGSPATIAL/GIS (2020)
Puloma Katiyar, Tin Vu, Ahmed Eldawy, Sara Migliorini, Alberto Belussi
SpiderWeb: A Spatial Data Generator on the Web. SIGSPATIAL/GIS (2020)
Tin Vu, Ahmed Eldawy
R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets. Frontiers Big Data 3 (2020)
Tin Vu
Deep Query Optimization. SIGMOD Conference (2019)
Saheli Ghosh, Tin Vu, Mehrad Amin Eskandari, Ahmed Eldawy
UCR-STAR: the UCR spatio-temporal active repository. ACM SIGSPATIAL Special 11 (2) (2019)
Tin Vu, Ahmed Eldawy
R-Grove: growing a family of R-trees in the big-data forest. SIGSPATIAL/GIS (2018)