Yi-Cheng Tu

Orcid: 0000-0002-4062-2694

Affiliations:
  • University of South Florida, Tampa, FL, USA


According to our database1, Yi-Cheng Tu authored at least 68 papers between 2002 and 2023.

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Bibliography

2023
Paired Swarm Optimized Relational Vector Learning for FDI Attack Detection in IoT-Aided Smart Grid.
IEEE Internet Things J., 2023

Accelerating BWA-MEM Read Mapping on GPUs.
Proceedings of the 37th International Conference on Supercomputing, 2023

Computing Group-By and Aggregates on Massively Parallel Systems.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
G-PICS: A Framework for GPU-Based Spatial Indexing and Query Processing.
IEEE Trans. Knowl. Data Eng., 2022

Introduction to special issue on scientific and statistical data management in the age of AI 2021.
Distributed Parallel Databases, 2022

Dynamic memory management in massively parallel systems: a case on GPUs.
Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Multi-Query Optimization Revisited: A Full-Query Algebraic Method.
Proceedings of the IEEE International Conference on Big Data, 2022

2020
Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment.
Proc. VLDB Endow., 2020

Counting frequent patterns in large labeled graphs: a hypergraph-based approach.
Data Min. Knowl. Discov., 2020

Query batching optimization in database systems.
Comput. Oper. Res., 2020

2019
Algorithms and framework for computing 2-body statistics on GPUs.
Distributed Parallel Databases, 2019

A Comparative Study of Dual-Tree Algorithms for Computing Spatial Distance Histograms.
Comput. J., 2019

A New Polynomial-time Support Measure for Counting Frequent Patterns in Graphs.
Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

A Fast Exact Viewshed Algorithm on GPU.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Generalizing Design of Support Measures for Counting Frequent Patterns in Graphs.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

PsiDB: A Framework for Batched Query Processing and Optimization.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
GPU-based parallel indexing for concurrent spatial query processing.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

2017
Energy-Aware Disk Storage Management: Online Approach with Application in DBMS.
CoRR, 2017

Fast Equi-Join Algorithms on GPUs: Design and Implementation.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Flexible and Feasible Support Measures for Mining Frequent Patterns in Large Labeled Graphs.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016
Efficient 2-Body Statistics Computation on GPUs: Parallelization & Beyond.
Proceedings of the 45th International Conference on Parallel Processing, 2016

Dynamic Power-Aware Disk Storage Management in Database Servers.
Proceedings of the Database and Expert Systems Applications, 2016

A comparative study of dual-tree algorithm implementations for computing 2-body statistics in spatial data.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Online Energy Estimation of Relational Operations in Database Systems.
IEEE Trans. Computers, 2015

DCMS: A data analytics and management system for molecular simulation.
J. Big Data, 2015

Query Monitoring and Analysis for Database Privacy - A Security Automata Model Approach.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Join algorithms on GPUs: A revisit after seven years.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Push-based system for molecular simulation data analysis.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Computing Spatial Distance Histograms for Large Scientific Data Sets On-the-Fly.
IEEE Trans. Knowl. Data Eng., 2014

A system for energy-efficient data management.
SIGMOD Rec., 2014

Parallel computing simulation of electrical excitation and conduction in the 3D human heart.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Performance modeling in CUDA streams - A means for high-throughput data processing.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Approximate Algorithms for Computing Spatial Distance Histograms with Accuracy Guarantees.
IEEE Trans. Knowl. Data Eng., 2013

Social trust prediction using heterogeneous networks.
ACM Trans. Knowl. Discov. Data, 2013

Hyper-structure mining of frequent patterns in uncertain data streams.
Knowl. Inf. Syst., 2013

Data management systems on GPUs: promises and challenges.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Compression in Molecular Simulation Datasets.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Dynamic Energy Estimation of Query Plans in Database Systems.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

Power-Aware Throughput Control for Database Management Systems.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

Automata Theory based Approach to the Join Ordering Problem in Relational Database Systems.
Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

2012
PET: Reducing Database Energy Cost via Query Optimization.
Proc. VLDB Endow., 2012

Distance histogram computation based on spatiotemporal uniformity in scientific data.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Trust prediction via aggregating heterogeneous social networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Efficient SDH computation in molecular simulations data.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Performance analysis of a dual-tree algorithm for computing spatial distance histograms.
VLDB J., 2011

Power-Aware DBMS: Potential and Challenges.
Proceedings of the Scientific and Statistical Database Management, 2011

Fuzzy Modeling Based Resource Management for Virtualized Database Systems.
Proceedings of the MASCOTS 2011, 2011

2010
Filtering Data Streams for Entity-Based Continuous Queries.
IEEE Trans. Knowl. Data Eng., 2010

uRule: A Rule-Based Classification System for Uncertain Data.
Proceedings of the ICDMW 2010, 2010

Exploring power-performance tradeoffs in database systems.
Proceedings of the 26th International Conference on Data Engineering, 2010

A Discretization Algorithm for Uncertain Data.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2009
Control-Based Database Tuning Under Dynamic Workloads.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Computing Distance Histograms Efficiently in Scientific Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009

A Rule-Based Classification Algorithm for Uncertain Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

Control-Based Database Tuning Under Dynamic Workloads.
Proceedings of the Database Technologies: Concepts, 2009

2008
An Efficient Non-dominated Sorting Method for Evolutionary Algorithms.
Evol. Comput., 2008

2007
Multiquality Data Replication in Multimedia Databases.
IEEE Trans. Knowl. Data Eng., 2007

Using Control Theory for Load Shedding in Data Stream Management.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Load Shedding in Stream Databases: A Control-Based Approach.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Control-Based Load Shedding in Data Stream Management Systems.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

2005
An analytical study of peer-to-peer media streaming systems.
ACM Trans. Multim. Comput. Commun. Appl., 2005

Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Quality-Aware Replication of Multimedia Data.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Control-Based Quality Adaptation in Data Stream Management Systems.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Change Point Estimation of Bar Code Signals.
Proceedings of The 2005 International Conference on Scientific Computing, 2005

2004
VDBMS: A testbed facility for research in video database benchmarking.
Multim. Syst., 2004

QuaSAQ: An Approach to Enabling End-to-End QoS for Multimedia Databases.
Proceedings of the Advances in Database Technology, 2004

2002
A Distributed Database Server for Continuous Media.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002


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