U.S. Department of Energy

Pacific Northwest National Laboratory

Vishnu and Agarwal present at IEEE Cluster 2015

Abhinav Vishnu and Khushbu Agarwal, along with their collaborators, recently presented their research involving examining extreme-scale machine learning and data mining algorithms scaling data to large supercomputers. “Large Scale Frequent Pattern Mining using MPI One-Sided Model” was presented during the Machine Learning and Data Mining session. “Fast and Accurate Support Vector Machines on Large Scale Systems” highlighted research on a design for a scalable support vector machine algorithm that adaptively eliminates non-contributing data samples on distributed memory systems. http://www.mcs.anl.gov/ieeecluster2015/

| Pacific Northwest National Laboratory