BigDL
BigDL makes it easy for data scientists and data engineers to build end-to-end, distributed AI applications. The BigDL 2.0 release combines the original BigDL and Analytics Zoo projects, providing the following features:
- DLlib: A distributed deep learning library for Apache Spark* (that is, the original BigDL framework with a Keras*-style API and Spark machine-learning pipeline support)
- Orca: Seamlessly scales out TensorFlow* and PyTorch* pipelines for distributed big data
- Friesian: A large-scale end-to-end recommender framework
- Chronos: Scalable time-series analysis using AutoML
- PPML: Privacy preserving big data analysis and machine learning
Customer Stories
MasterCard*
Deep Learning with BigDL & Analytics Zoo Optimizes Mastercard* Recommender AI Service
Capgemini*
AI Prediction-Based 5G MAC Scheduler in Radio Access Networks Uses Time-Series Analysis (Chronos) in BigDL & Analytics Zoo