Qiang Zhu

Orcid: 0000-0001-7094-9236

Affiliations:
  • The University of Michigan, Dearborn, MI, USA
  • University of Waterloo, ON, Canada (PhD 1995)


According to our database1, Qiang Zhu authored at least 81 papers between 1991 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
The Current State and Challenges of Fairness in Federated Learning.
IEEE Access, 2023

From Tight Coupling to Flexibility: A Digital Twin Middleware Layer for the ShakeAlert System.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

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

2020
VA-Store: A Virtual Approximate Store Approach to Supporting Repetitive Big Data in Genome Sequence Analyses.
IEEE Trans. Knowl. Data Eng., 2020

A Study of Update Methods for BoND-Tree Index on Non-ordered Discrete Vector Data.
Proceedings of 35th International Conference on Computers and Their Applications, 2020

2019
The BINDS-Tree: A Space-Partitioning Based Indexing Scheme for Box Queries in Non-Ordered Discrete Data Spaces.
IEICE Trans. Inf. Syst., 2019

2018
Hamming Metric Multi-Granularity Locality-Sensitive Bloom Filter.
IEEE/ACM Trans. Netw., 2018

2017
Exploring Deletion Strategies for the BoND-Tree in Multidimensional Non-ordered Discrete Data Spaces.
Proceedings of the 21st International Database Engineering & Applications Symposium, 2017

2016
Optimization of generic progressive queries based on dependency analysis and materialized views.
Inf. Syst. Frontiers, 2016

Integer-Granularity Locality-Sensitive Bloom Filter.
IEEE Commun. Lett., 2016

Fast Construction of an Index Tree for Large Non-ordered Discrete Datasets Using Multi-way Top-Down Split and MapReduce.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

2015
Multi-Granularity Locality-Sensitive Bloom Filter.
IEEE Trans. Computers, 2015

Back translated peptide K-mer search and local alignment in large DNA sequence databases using BoND-SD-tree indexing.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

A new method for DNA sequencing error verification and correction via an on-disk index tree.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014
Bloom Filter Based Associative Deletion.
IEEE Trans. Parallel Distributed Syst., 2014

k-Nearest neighbor searching in hybrid spaces.
Inf. Syst., 2014

Optimization of Monotonic Linear Progressive Queries Based on Dynamic Materialized Views.
Comput. J., 2014

2013
The BoND-Tree: An Efficient Indexing Method for Box Queries in Nonordered Discrete Data Spaces.
IEEE Trans. Knowl. Data Eng., 2013

Developing a Dynamic Materialized View Index for Efficiently Discovering Usable Views for Progressive Queries.
J. Inf. Process. Syst., 2013

2012
A sampling approach for skyline query cardinality estimation.
Knowl. Inf. Syst., 2012

SWST: A Disk Based Index for Sliding Window Spatio-Temporal Data.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

DMVI: a dynamic materialized view index for efficiently discovering usable views for progressive queries.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2012

2011
Data Modeling and Optimization for Wireless Drive-Through Applications.
IEEE Trans. Intell. Transp. Syst., 2011

Join Selectivity Re-estimation for Repetitive Queries in Databases.
Proceedings of the Database and Expert Systems Applications, 2011

A materialized-view based technique to optimize progressive queries via dependency analysis.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2011

2010
Efficient k-nearest neighbor searching in nonordered discrete data spaces.
ACM Trans. Inf. Syst., 2010

PolicyReplay: Misconfiguration-Response Queries for Data Breach Reporting.
Proc. VLDB Endow., 2010

Reducing non-determinism of k-NN searching in non-ordered discrete data spaces.
Inf. Process. Lett., 2010

Efficient processing of monotonic linear progressive queries via dynamic materialized views.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

2009
Efficient XML tree pattern query evaluation using a novel one-phase holistic twig join scheme.
Int. J. Web Inf. Syst., 2009

Deletion Techniques for the ND-tree in Non-ordered Discrete Data Spaces.
Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009

A Study of Indexing Strategies for Hybrid Data Spaces.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

A sampling approach for XML query selectivity estimation.
Proceedings of the EDBT 2009, 2009

The C-ND tree: a multidimensional index for hybrid continuous and non-ordered discrete data spaces.
Proceedings of the EDBT 2009, 2009

2008
A relational model for XML structural joins and their size estimations.
Knowl. Inf. Syst., 2008

Query optimization via contention space partitioning and cost error controlling for dynamic multidatabase systems.
Distributed Parallel Databases, 2008

The Collective Index: A Technique for Efficient Processing of Progressive Queries.
Comput. J., 2008

Space-Partitioning-Based Bulk-Loading for the NSP-Tree in Non-ordered Discrete Data Spaces.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

Approximate Range-Sum Queries over Data Cubes Using Cosine Transform.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

Bulk-Loading the ND-Tree in Non-ordered Discrete Data Spaces.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
Selectivity estimation of range queries based on data density approximation via cosine series.
Data Knowl. Eng., 2007

On k-Nearest Neighbor Searching in Non-Ordered Discrete Data Spaces.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Efficient Processing of XML Twig Pattern: A Novel One-Phase Holistic Solution.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

Window query processing for joining data streams with relations.
Proceedings of the 2007 conference of the Centre for Advanced Studies on Collaborative Research, 2007

2006
A space-partitioning-based indexing method for multidimensional non-ordered discrete data spaces.
ACM Trans. Inf. Syst., 2006

Dynamic indexing for multidimensional non-ordered discrete data spaces using a data-partitioning approach.
ACM Trans. Database Syst., 2006

Applying Cosine Series to XML Structural Join Size Estimation.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Estimating Aggregate Join Queries over Data Streams Using Discrete Cosine Transform.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Window join approximation over data streams with importance semantics.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Optimizing complex queries based on similarities of subqueries.
Knowl. Inf. Syst., 2005

A hybrid index structure for querying large string databases.
Int. J. Electron. Bus., 2005

The Hybrid Digital Tree: A New Indexing Technique for Large String Databases.
Proceedings of the ICEIS 2005, 2005

A Metropolis Sampling Method for Drawing Representative Samples from Large Databases.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
Evolutionary techniques for updating query cost models in a dynamic multidatabase environment.
VLDB J., 2004

Piggyback Statistics Collection for Query Optimization: Towards a Self-Maintaining Database Management System.
Comput. J., 2004

A Monte Carlo Sampling Method for Drawing Representative Samples from Large Databases.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

2003
Cost Estimation for Queries Experiencing Multiple Contention States in Dynamic Multidatabase Environments.
Knowl. Inf. Syst., 2003

The ND-Tree: A Dynamic Indexing Technique for Multidimensional Non-ordered Discrete Data Spaces.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Global Query Optimization Based on Multistate Cost Models for a Dynamic Multidatabase System.
Proceedings of the ICEIS 2003, 2003

Exploiting Similarity of Subqueries for Complex Query Optimization.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

Selectivity Estimation Using Orthogonal Series.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Optimizing large star-schema queries with snowflakes via heuristic-based query rewriting.
Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative Research, 2003

2002
Developing Evolutionary Cost Models for Query Optimization in a Dynamic Multidatabase Environment.
Proceedings of the On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002 Irvine, California, USA, October 30, 2002

Exploiting common subqueries for complex query optimization.
Proceedings of the 2002 conference of the Centre for Advanced Studies on Collaborative Research, September 30, 2002

2000
Classifying Local Queries for Global Query Optimization in Multidatabase Systems.
Int. J. Cooperative Inf. Syst., 2000

Developing Cost Models with Qualitative Variables for Dynamic Multidatabase Environments.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Cost Estimation for Large Queries via Fractional Analysis and Probabilistic Approach in Dynamic Multidatabase Environments.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

1999
Multiple-granularity interleaving for piggyback query processing.
Proceedings of the 1999 conference of the Centre for Advanced Studies on Collaborative Research, 1999

1998
Query Processing with Quality Control in the World Wide Web.
World Wide Web, 1998

OBJ-NET: An Object Oriented System Design Tool.
J. Syst. Integr., 1998

Solving Local Cost Estimation Problem for Global Query Optimization in Multidatabase Systems.
Distributed Parallel Databases, 1998

A piggyback method to collect statistics for query optimization in database management systems.
Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative Research, November 30, 1998

1997
A Fuzzy Query Optimization Approach for Multidatabase Systems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1997

1996
Developing Regression Cost Models for Multidatabase Systems.
Proceedings of the Fourth International Conference on Parallel and Distributed Information Systems, 1996

1995
The CORDS Multidatabase Project.
IBM Syst. J., 1995

1994
A Query Sampling Method of Estimating Local Cost Parameters in a Multidatabase System.
Proceedings of the Tenth International Conference on Data Engineering, 1994

Establishing a Fuzzy Cost Model for Query Optimization in a Multidatabase System.
Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), 1994

1993
Query optimization using fuzzy set theory for multidatabase systems.
Proceedings of the 1993 Conference of the Centre for Advanced Studies on Collaborative Research, 1993

An integrated method for estimating selectivities in a multidatabase system.
Proceedings of the 1993 Conference of the Centre for Advanced Studies on Collaborative Research, 1993

1992
Query optimization in multidatabase systems.
Proceedings of the 1992 Conference of the Centre for Advanced Studies on Collaborative Research, 1992

1991
Supporting database access in the Hermes programming language.
Proceedings of the 1991 Conference of the Centre for Advanced Studies on Collaborative Research, 1991


  Loading...