Speaker

Ding Ding,  at Intel

Ding Ding

Intel

DingDing works at intel big data architecture team. She focus on scaling out existing machine learning algorithms with large data model and conducting enhancement for spark MLlib.

Sessions

Embrace Sparsity At Web Scale: Apache Spark MLlib Algorithms Optimization For Sparse Data

From purchase history to movie ratings, data sparsity has always been one of the primary characteristics of big data. Powerful as Apache Spark is on parallel processing for the partitioned data, many of the algorithms… Read more