AMPLab Publications

• KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
• Kira: Processing Astronomy Imagery Using Big Data Technology
• Matrix Computations and Optimization in Apache Spark
• MLlib: Machine Learning in Apache Spark
• Embarrassingly Parallel Time Series Analysis for Large Scale Weak Memory Systems
• Scientific Computing Meets Big Data Technology: An Astronomy Use Case
• Automating Model Search for Large Scale Machine Learning
• MLI: An API for Distributed Machine Learning