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Blogs
2023
2022
- Optimized Large-Scale Item Search with Intel BigDL at Yahoo! JAPAN Shopping
 - Tencent Trusted Computing Solution on SGX with Intel BigDL PPML
 - BigDL Privacy Preserving Machine Learning with Occlum OSS on Azure Confidential Computing
 - "AI at Scale" in Mastercard with BigDL
 - BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster
 - Project Bose: A smart way to enable sustainable 5G networks in Capgemini
 - Intelligent Power Prediction Solution in Goldwind
 - 5G Core Network Power Saving using BigDL Chronos Framework in China Unicom (in Chinese)
 
2021
- From Ray to Chronos: Build end-to-end AI use cases using BigDL on top of Ray
 - Scalable AutoXGBoost Using Analytics Zoo AutoML
 - Intelligent 5G L2 MAC Scheduler: Powered by Capgemini NetAnticipate 5G on Intel Architecture
 - Better Together: Privacy-Preserving Machine Learning Powered by Intel SGX and Intel DL Boost
 
2020
- SK Telecom, Intel Build AI Pipeline to Improve Network Quality
 - Build End-to-End AI Pipelines Using Ray and Apache Spark
 - Tencent Cloud Leverages Analytics Zoo to Improve Performance of TI-ONE ML Platform
 - Context-Aware Fast Food Recommendation at Burger King with RayOnSpark
 - Seamlessly Scaling AI for Distributed Big Data
 - Distributed Inference Made Easy with Analytics Zoo Cluster Serving
 
2019
- BigDL: A Distributed Deep-Learning Framework for Big Data
 - Scalable AutoML for Time-Series Prediction Using Ray and BigDL & Analytics Zoo
 - RayOnSpark: Run Emerging AI Applications on Big Data Clusters with Ray and BigDL & Analytics Zoo
 - Real-time Product Recommendations for Office Depot Using Apache Spark and Analytics Zoo on AWS
 - Machine Learning Pipelines for High Energy Physics Using Apache Spark with BigDL and Analytics Zoo
 - Deep Learning with Analytic Zoo Optimizes Mastercard Recommender AI Service
 - Using Intel Analytics Zoo to Inject AI into Customer Service Platform (Part II)
 - Talroo Uses Analytics Zoo and AWS to Leverage Deep Learning for Job Recommendations
 
2018
- Analytics Zoo: Unified Analytics + AI Platform for Distributed Tensorflow, and BigDL on Apache Spark
 - Industrial Inspection Platform in Midea and KUKA: Using Distributed TensorFlow on Analytics Zoo
 - Use Analytics Zoo to Inject AI Into Customer Service Platforms on Microsoft Azure
 - LSTM-Based Time Series Anomaly Detection Using Analytics Zoo for Apache Spark and BigDL at Baosight
 
2017