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Processing a Trillion Rows Per Day with Delta Lake at Adobe

Offered By: Databricks via YouTube

Tags

Delta Lake Courses Big Data Courses Databricks Courses Data Processing Courses Multi-Tenancy Courses

Course Description

Overview

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Explore data patterns and practices adopted by Adobe for scaling across 8000+ self-managed Delta tables in this 21-minute conference talk. Dive into Adobe Experience Platform's approach to ingesting terabytes of data daily and managing petabytes of customer data for their Unified Profile offering. Learn about scaling writers, JVM agnostic locking, balancing multi-tenancy and single tenancy, transaction management, and using append-only DeltaTables for global history tracking. Discover anti-patterns, data manipulation using UDFs, and maintenance operation scaling challenges. Gain insights into powering various marketing scenarios across multiple platforms and channels, including email and advertisements.

Syllabus

Processing a Trillion Rows Per Day with Delta Lake at Adobe


Taught by

Databricks

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