2023
ExamGAN and Twin-ExamGAN for Exam Script Generation.
IEEE Trans. Knowl. Data Eng., November, 2023
2021
Performance of Portfolios Based on the Expected Utility-Entropy Fund Rating Approach.
Entropy, 2021
Rank Position Forecasting in Car Racing.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
2020
Rank Position Forecasting in Car Racing.
CoRR, 2020
SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting.
CoRR, 2020
2019
A GraphBLAS Approach for Subgraph Counting.
CoRR, 2019
Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications.
Proceedings of the 2019 IEEE/ACM Workshop on Memory Centric High Performance Computing, 2019
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
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Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019
HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019
SubGraph2Vec: Highly-Vectorized Tree-like Subgraph Counting.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
A Fast Video Image Detection using TensorFlow Mobile Networks for Racing Cars.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Anomaly Detection over Streaming Data: Indy500 Case Study.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019
2018
Finding and Counting Tree-Like Subgraphs Using MapReduce.
IEEE Trans. Multi Scale Comput. Syst., 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.
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Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters.
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Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
OSoMe: The IUNI observatory on social media.
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PeerJ Prepr., 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
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
Visualizing the Protein Sequence Universe.
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Concurr. Comput. Pract. Exp., 2014
Special Issue for Emerging Computational Methods for the Life Sciences Workshop.
Concurr. Comput. Pract. Exp., 2014
Emerging Computational Methods for the Life Sciences Workshop 2012.
Concurr. Comput. Pract. Exp., 2014
Hierarchical MapReduce: towards simplified cross-domain data processing.
Concurr. Comput. Pract. Exp., 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
CINET 2.0: A CyberInfrastructure for Network Science.
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Proceedings of the 10th IEEE International Conference on e-Science, 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 Gener. Comput. 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 Parallel Databases, 2012
Guest Editor's Introduction: Special Section on Challenges and Solutions in Multicore and Many-Core Computing.
Concurr. Comput. Pract. Exp., 2012
Performance of windows multicore systems on threading and MPI.
Concurr. Comput. Pract. Exp., 2012
Interpolative multidimensional scaling techniques for the identification of clusters in very large sequence sets.
BMC Bioinform., 2012
FutureGrid education: using case studies to develop a curriculum for communicating parallel and distributed computing concepts.
Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment, 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
CINET: A cyberinfrastructure for network science.
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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 Distributed Syst., 2011
Cloud computing paradigms for pleasingly parallel biomedical applications.
Concurr. Comput. Pract. Exp., 2011
Browsing large-scale cheminformatics data with dimension reduction.
Concurr. Comput. Pract. Exp., 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.
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BMC Bioinform., 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