What Data Engineers Should Know About Real-Time Analytics

Posted Jan 04, 2022 | Views 410

# Data engineering

# Systems and Architecture

SPEAKER

Dhruba Borthakur

Co-Founder & CTO @ Rockset

Dhruba Borthakur is CTO and co-founder of Rockset, responsible for the company's technical direction. He was an engineer on the database team at Facebook, where he was the founding engineer of the RocksDB data store. Earlier at Yahoo, he was one of the founding engineers of the Hadoop Distributed File System. He was also a contributor to the open source Apache HBase project. Dhruba previously held various roles at Veritas Software, founded an e-commerce startup, Oreceipt.com, and contributed to Andrew File System (AFS) at IBM-Transarc Labs.

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SUMMARY

Online Personalization is powered by a real-time feature engineering platform that ingests, processes, and joins millions of events per minute. We present the architecture that manages the real-time feature engineering platform at Personalization. The platform provides a stateful session and customer context across browsers and devices. In addition, it feeds into a real-time inference platform that enables personalization models, including personalized recommender systems and predictive baskets.

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