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Software Releases


Software Releases


Judy Qiu, Bingjing Zhang, Bo Peng, Langshi Chen, Ethan Li, Yiming Zou, Mayank Jaglan, Anchal Khandelwal, Gowtham A R, Abby Kaufman, Harp tutorial and code repository, February 2017


Judy Qiu and Bingijing Zhang, Harp, 2014


Judy Qiu and Xiaoming Gao, IndexedHBase, January 6, 2014


Judy Qiu and Thilina Gunarathne, Twister4Azure, September 15, 2012


Judy Qiu and Jaliya Ekanayake, Twister" software improves Google's MapReduce for large-scale scientific data analysis, March 15, 2010




Judy Qiu, Harp-DAAL for High Performance Big Data Computing, Intel Magazine, March 17, 2018.




Judy Qiu, Ian T. Foster, Carole A. Goble, “Editorial for Special Issue for Emerging Computational Methods for the Life Sciences Workshop 2012”, Journal of Concurrency and Computation: Practice and Experience 26(6): 1231-1233 (2014).


Judy Qiu, Ian Foster and Ronald Taylor “Editorial for Special Issue for Emerging Computational Methods for the Life Sciences Workshop 2011”, Journal of Concurrency & Computation: Practice & Experience 26(4): 851-853, published in February 4, 2013. DOI: 10.1002/cpe.2998.


Judy Qiu, Dennis Gannon, “Editorial for Special issue for data intensive eScience”, Journal of Distributed and Parallel Databases, August 25, 2012 (online).


Judy Qiu, Ian Foster and Geoffrey Fox, “Editorial for Special Issue for Emerging Computational Methods for the Life Sciences Workshop 2010” Journal of Concurrency & Computation: Practice & Experience, August 23, 2011.


Shujia Zhou, Judy Qiu and Kenneth Hawick, "Editorial for Special Section on Challenges and Solutions in Multicore and Many-Core Computing", Journal of Concurrency & Computation: Practice & Experience, published November 9, 2011. DOI: 10.1002/cpe.1861.


Position Papers


Judy Qiu,” Generalizing MapReduce as a Unified Cloud and HPC Runtime”, position paper in the proceedings of ACM Petascale Data Analytics Workshop (PDACO'11) at Supercomputing11, December 6, 2011.


Xiaoming Gao, Vaibhav Nachankar and Judy Qiu, “Experimenting Lucene Index on HBase in an HPC Environment”, position paper in the proceedings of ACM High Performance Computing meets Databases workshop (HPCDB'11) at SuperComputing 11, December 6, 2011.


Technical Reports


Bingjing Zhang, Bo Peng, Judy Qiu, Parallelizing Big Data Machine Learning Applications with Dynamic Model Rotation, Technical report, August 7, 2016


Langshi Chen, Judy Qiu, Accelerating Machine Learning with Model-Centric Approach on Emerging Architectures, Technical report, June 29, 2016


Tak-Lon Wu, Bingjing Zhang, Clayton Davis, Emilio Ferrara, Sandra Flammini, Filippo Menczer, Judy Qiu, Scalable Query and Analysis for Social Networks: An Integrated High-Level Dataflow System with Pig and Harp, technical report, 2015.


Bingjing Zhang, Judy Qiu, Stefan Lee, David Crandall, Large-Scale Image Classification using High Performance Clustering, technical report, 2014.


Thilina Gunarathne, Judy Qiu, Dennis Gannon, Towards a Collective Layer in the Big Data Stack, submitted to the 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing conference (CCGrid) 2014.


Judy Qiu and Bingjing Zhang, “Mammoth Data in the Cloud: Clustering Social Images”, technical report, January 2013.


Bingjing Zhang and Judy Qiu, “Clustering Social Images with MapReduce and High Performance Collective Communication”, technical report, January 2013.


Xiaoming Gao and Judy Qiu, “Scalable Inverted Indexing on NoSQL Table Storage”, technical report, January, 2013 R9. Seung-Hee Bae, Judy Qiu, Geoffrey Fox “Visualization of Large High-Dimensional Data via Interpolation Approach of Multidimensional Scaling” Technical Report, July 14, 2012.


Jonathan Klinginsmith, Judy Qiu “Using Cloud Computing for Scalable, Reproducible Experimentation”, technical report, August 22, 2012.


Thilina Gunarathne, Xiaoming Gao and Judy Qiu, “Twister4Azure: Data Analytics in the Cloud”, technical report, December 31, 2011.


Hui Li, Ruan Yang, Yuduo Zhou, Judy Qiu, “Draft Report: DRYADLINQ CTP EVALUATION”, technical report, December 13, 2011.


Jaliya Ekanayake, Thilina Gunarathne, Judy Qiu, Geoffrey Fox, Scott Beason, Jong Youl Choi, Yang Ruan, Seung-Hee Bae, Hui Li, “Draft Report: Applicability of DryadLINQ to Scientific Applications”, technical report, October 16, 2009.


Xiaohong Qiu and Geoffrey Fox “Parallel Data Mining for Medical Informatics”, technical report, January 13, 2009. R15.Xiaohong Qiu, Geoffrey Fox and Alex Ho, “Analysis of Concurrency and Coordination Runtime CCR and DSS for Parallel and Distributed Computing”, technical report, January 21, 2007.

Technical Reports
Position Papers
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