Jia Yu

According to our database, Jia Yu authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine Learning Model Specification for Cataloging Spatio-Temporal Models (Demo Paper).

Francis Charette Migneault, Ryan Avery, Brian Pondi, Joses Omojola, Simone Vaccari, Parham Membari, Devis Peressutti, Jia Yu, Jed Sundwall

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2024

2023

GLIN: A (G)eneric (L)earned (In)dexing Mechanism for Complex Geometries.

Congying Wang, Jia Yu, Zhuoyue Zhao

Proceedings of the 11th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2023

2022

GLIN: A Lightweight Learned Indexing Mechanism for Complex Geometries.

Congying Wang, Jia Yu

CoRR, 2022

2021

GeoSparkViz: a cluster computing system for visualizing massive-scale geospatial data.

Jia Yu, Mohamed Sarwat

VLDB J., 2021

2020

Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards.

Jia Yu, Kanchan Chowdhury, Mohamed Sarwat

Proc. VLDB Endow., 2020

Dissecting GeoSparkSim: a scalable microscopic road network traffic simulator in Apache Spark.

Jia Yu, Zishan Fu, Mohamed Sarwat

Distributed Parallel Databases, 2020

ALEX: An Updatable Adaptive Learned Index.

Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet, Tim Kraska

Proceedings of the 2020 International Conference on Management of Data, 2020

Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach.

Jia Yu, Mohamed Sarwat

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

HERMIT in Action: Succinct Secondary Indexing Mechanism via Correlation Exploration.

Yingjun Wu, Jia Yu, Yuanyuan Tian, Richard Sidle, Ronald Barber

Proc. VLDB Endow., 2019

Spatial data management in apache spark: the GeoSpark perspective and beyond.

Jia Yu, Zongsi Zhang, Mohamed Sarwat

GeoInformatica, 2019

Demonstrating GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator Based on Apache Spark.

Zishan Fu, Jia Yu, Mohamed Sarwat

Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations.

Yingjun Wu, Jia Yu, Yuanyuan Tian, Richard Sidle, Ronald Barber

Proceedings of the 2019 International Conference on Management of Data, 2019

Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache Spark.

Zishan Fu, Jia Yu, Mohamed Sarwat

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

GeoSparkViz in Action: A Data System with Built-in Support for Geospatial Visualization.

Jia Yu, Anique Tahir, Mohamed Sarwat

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Geospatial Data Management in Apache Spark: A Tutorial.

Jia Yu, Mohamed Sarwat

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Demonstrating Spindra: A Geographic Knowledge Graph Management System.

Yuhan Sun, Jia Yu, Mohamed Sarwat

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Spatial Data Wrangling with GeoSpark: A Step by Step Tutorial.

Jia Yu, Mohamed Sarwat

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Data Access and Processing APIs, 2019

2018

GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem.

Jia Yu, Zongsi Zhang, Mohamed Sarwat

Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

2017

SRC: geospatial visual analytics belongs to database systems: the BABYLON approach.

Jia Yu

ACM SIGSPATIAL Special, 2017

Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road.

Jia Yu, Mohamed Sarwat

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond.

Jia Yu, Raha Moraffah, Mohamed Sarwat

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Two Birds, One Stone: A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems.

Jia Yu, Mohamed Sarwat

Proc. VLDB Endow., 2016

Hippo: A Fast, yet Scalable, Database Indexing Approach.

Jia Yu, Mohamed Sarwat

CoRR, 2016

A demonstration of GeoSpark: A cluster computing framework for processing big spatial data.

Jia Yu, Jinxuan Wu, Mohamed Sarwat

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

GeoSpark: a cluster computing framework for processing large-scale spatial data.

Jia Yu, Jinxuan Wu, Mohamed Sarwat

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014

A History-Based Dynamic Random Software Testing.

Lei Zhang, Bei-Bei Yin, Junpeng Lv, Kai-Yuan Cai, Stephen S. Yau, Jia Yu

Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

Dynamic Random Testing with Parameter Adjustment.

Zijiang Yang, Bei-Bei Yin, Junpeng Lv, Kai-Yuan Cai, Stephen S. Yau, Jia Yu

Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014