Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Towards Efficient Reverse-time Migration Imaging Computation by Pipeline and Fine-grained Execution Parallelization.

[BibT_eX]

[DOI]

Rong Gu

Proceedings of the 25th IEEE International Conference on Computational Science and Engineering, 2022

2021

Towards Efficient Distributed Subgraph Enumeration Via Backtracking-Based Framework.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Towards Efficient Large-Scale Interprocedural Program Static Analysis on Distributed Data-Parallel Computation.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Alchemy: Distributed financial quantitative analysis system with high-level programming model.

[BibT_eX]

[DOI]

Softw. Pract. Exp., 2021

Improving in-memory file system reading performance by fine-grained user-space cache mechanisms.

[BibT_eX]

[DOI]

J. Syst. Archit., 2021

VSIM: Distributed local structural vertex similarity calculation on big graphs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

SparkDQ: Efficient generic big data quality management on distributed data-parallel computation.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

Empirical analysis of performance bottlenecks in graph neural network training and inference with GPUs.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Hash Adaptive Bloom Filter.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Distributed Subgraph Enumeration via Backtracking-based Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms.

[BibT_eX]

[DOI]

Parallel Comput., 2019

ForestLayer: Efficient training of deep forests on distributed task-parallel platforms.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Adaptive cache policy scheduling for big data applications on distributed tiered storage system.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2019

BigSpa: An Efficient Interprocedural Static Analysis Engine in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

SAFE: Service Availability via Failure Elimination Through VNF Scaling.

[BibT_eX]

[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query.

[BibT_eX]

[DOI]

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

BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework.

[BibT_eX]

[DOI]

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

2018

Penguin: Efficient Query-Based Framework for Replaying Large Scale Historical Data.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2017

Improving Execution Concurrency of Large-Scale Matrix Multiplication on Distributed Data-Parallel Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

2016

Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A Time-Cost Based Automatic Scheduling Framework for Matrix Computation on Various Distributed Computing Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015

Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Computer Software and Applications Conference, 2015

Efficient large scale distributed matrix computation with spark.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2014

YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Training Large Scale Deep Neural Networks on the Intel Xeon Phi Many-Core Coprocessor.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Rainbow: A distributed and hierarchical RDF triple store with dynamic scalability.

[BibT_eX]

[DOI]

Rong Gu

Wei Hu

Yihua Huang

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Large Scale Nearest Neighbors Search Based on Neighborhood Graph.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Cloud and Big Data, 2013

A parallel computing platform for training large scale neural networks.

[BibT_eX]

[DOI]

Rong Gu

Furao Shen

Yihua Huang

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Performance Optimization for Short MapReduce Job Execution in Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Rong Gu

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