Judy Qiu

According to our database1, Judy Qiu authored at least 56 papers between 2010 and 2018.

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Bibliography

2018
Finding and Counting Tree-Like Subgraphs Using MapReduce.
IEEE Trans. Multi-Scale Computing Systems, 2018

High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication.
CoRR, 2018

Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

2017
Performance Characterization of Multi-threaded Graph Processing Applications on Intel Many-Integrated-Core Architecture.
CoRR, 2017

Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA.
CoRR, 2017

High-Performance Massive Subgraph Counting Using Pipelined Adaptive-Group Communication.
Proceedings of the Big Data and HPC: Ecosystem and Convergence, TopHPC 2017, 2017

HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016
OSoMe: The IUNI observatory on social media.
PeerJ PrePrints, 2016

OSoMe: the IUNI observatory on social media.
PeerJ Computer Science, 2016

Model-centric computation abstractions in machine learning applications.
Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2016

High Performance LDA through Collective Model Communication Optimization.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Parallel clustering of high-dimensional social media data streams.
CoRR, 2015

Big Data, Simulations and HPC Convergence.
Proceedings of the Big Data Benchmarking, 2015

Harp: Collective Communication on Hadoop.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Parallel Clustering of High-Dimensional Social Media Data Streams.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures.
CoRR, 2014

Visualizing the Protein Sequence Universe.
Concurrency and Computation: Practice and Experience, 2014

Special Issue for Emerging Computational Methods for the Life Sciences Workshop.
Concurrency and Computation: Practice and Experience, 2014

Emerging Computational Methods for the Life Sciences Workshop 2012.
Concurrency and Computation: Practice and Experience, 2014

Hierarchical MapReduce: towards simplified cross-domain data processing.
Concurrency and Computation: Practice and Experience, 2014

Integrating Pig with Harp to support iterative applications with fast cache and customized communication.
Proceedings of the 5th International Workshop on Data-Intensive Computing in the Clouds, 2014

Towards a Comprehensive Set of Big Data Benchmarks.
Proceedings of the Big Data and High Performance Computing, 2014


Towards a Collective Layer in the Big Data Stack.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Supporting Queries and Analyses of Large-Scale Social Media Data with Customizable and Scalable Indexing Techniques over NoSQL Databases.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Supporting a Social Media Observatory with Customizable Index Structures: Architecture and Performance.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013
Scalable parallel computing on clouds using Twister4Azure iterative MapReduce.
Future Generation Comp. Syst., 2013

High performance clustering of social images in a map-collective programming model.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012
Adaptive Interpolation of Multidimensional Scaling.
Proceedings of the International Conference on Computational Science, 2012

Special issue for data intensive eScience.
Distributed and Parallel Databases, 2012

Guest Editor's Introduction: Special Section on Challenges and Solutions in Multicore and Many-Core Computing.
Concurrency and Computation: Practice and Experience, 2012

Performance of windows multicore systems on threading and MPI.
Concurrency and Computation: Practice and Experience, 2012

Interpolative multidimensional scaling techniques for the identification of clusters in very large sequence sets.
BMC Bioinformatics, 2012

Mammoth Data in the Cloud: Clustering Social Images.
Proceedings of the Transition of HPC Towards Exascale Computing, 2012

Mining hidden mixture context with ADIOS-P to improve predictive pre-fetcher accuracy.
Proceedings of the 8th IEEE International Conference on E-Science, 2012


Performance Model for Parallel Matrix Multiplication with Dryad: Dataflow Graph Runtime.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

DACIDR: deterministic annealed clustering with interpolative dimension reduction using a large collection of 16S rRNA sequences.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Cloud Technologies for Bioinformatics Applications.
IEEE Trans. Parallel Distrib. Syst., 2011

Cloud computing paradigms for pleasingly parallel biomedical applications.
Concurrency and Computation: Practice and Experience, 2011

Browsing large-scale cheminformatics data with dimension reduction.
Concurrency and Computation: Practice and Experience, 2011

Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Analysis of Virtualization Technologies for High Performance Computing Environments.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
Generative topographic mapping by deterministic annealing.
Proceedings of the International Conference on Computational Science, 2010

Hybrid cloud and cluster computing paradigms for life science applications.
BMC Bioinformatics, 2010

Cloud computing paradigms for pleasingly parallel biomedical applications.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Twister: a runtime for iterative MapReduce.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Browsing large scale cheminformatics data with dimension reduction.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Dimension reduction and visualization of large high-dimensional data via interpolation.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Multidimensional Scaling by Deterministic Annealing with Iterative Majorization Algorithm.
Proceedings of the Sixth International Conference on e-Science, 2010

Applying Twister to Scientific Applications.
Proceedings of the Cloud Computing, Second International Conference, 2010

MapReduce in the Clouds for Science.
Proceedings of the Cloud Computing, Second International Conference, 2010

Performance of Windows Multicore Systems on Threading and MPI.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010


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