Indiana University Bloomington Indiana University Bloomington IU Bloomington

Bingjing Zhang, Bo Peng and Judy Qiu, Model-Centric Computation Abstractions in Machine Learning Applications, submitted to the 3rd Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR2016), held in conjunction with SIGMOD 2016, July 1, 2016. Computation Abstractions.pdf

Bingjing Zhang, Bo Peng, Judy Qiu, High Performance LDA through Collective Model Communication Optimization, Proceedings of International Conference on Computational Science (ICCS2016) conference, June 6-8, 2016, San Diego, California. Harp-lda.pdf

Binging Zhang, A Collective Communication Layer for the Software Stack of Big Data Analytics, Doctoral Symposium. Proceedings of IEEE International Conference on Cloud Enginerring (IC2E2016) Conference, April 4-8, 2016, Berlin, Germany. Collective Communication_paper.pdf

Bingjing Zhang, Bo Peng, Judy Qiu, Parallel LDA Through Synchronized Communication Optimizations LDA_optimization_paper.pdf

• Intel page for IPCC at IU
• MILC Collaboration
• SPIDAL: HPC-ABDS
• RaPyDLI: Deep Learning