Lei Jiang, Langshi Chen, Judy Qiu. Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture (IEEE International Symposium on Performance Analysis of Systems and Software, 2018)
Bo Peng et. al. HarpLDA+: Optimizing Latent Dirichlet Allocation for Parallel Efficiency (IEEE Big Data, 2017)
L. Chen, B. Peng, B. Zhang, T. Liu, Y. Zou, L. Jiang, R. Henschel, C. Stewart, Z. Zhang, E. Mccallum, T. Zahniser, O. Jon, J. Qiu. Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters (IEEE Cloud Computing, 2017)
B. Zhang, B. Peng, J. Qiu. Model-Centric Computation Abstractions in Machine Learning Applications (BeyondMR, 2016)
B. Zhang, B. Peng, J. Qiu. High Performance LDA through Collective Model Communication Optimization (ICCS, 2016)
B. Zhang. A Collective Communication Layer for the Software Stack of Big Data Analytics (Doctor Symposium in IC2E, 2016)
B. Zhang, Y. Ruan, J. Qiu. Harp: Collective Communication on Hadoop (Short paper in IC2E, 2015)
B. Zhang, J. Qiu. High Performance Clustering of Social Images in a Map-Collective Programming Model (Poster in SoCC, 2013)
B. Zhang, B. Peng, J. Qiu. Parallelizing Big Data Machine Learning Applications with Model Rotation (Book Chapter in series Advances in Parallel Computing, IOS Press, 2017)
J. Qiu, B. Zhang. Mammoth Data in the Cloud: Clustering Social Images (Book chapter in Cloud Computing and Big Data, IOS Press, 2013)