filmov
tv
Data Con LA 2023 - BODi's Data Modernization Journey
Показать описание
Aarthi Sridharan - Vice President, Data & Analytics at BODi (The Beachbody Company)
Hari Krishnan Umapathy - Senior Manager, Data Engineering at BODi (The Beachbody Company)
In this session, we will talk about BODi's data modernization journey and how we implemented cloud data warehouses in Snowflake. This effort was to standardize and integrate siloed data systems including data warehouse, data pond and data lake. This migration involved hundreds of tables, data pipelines, Reports, Dashboards/dependent jobs and multiple applications.
This is an interesting journey that took 18+ months from ideation to completion. We share our experience starting with socializing this idea in the company and getting leadership buy-in, platform selection, project planning, and the whole SDLC process to the final cutover.
We will show the “before” and “after” architecture and talk about the wins and the lows; what went well and what we could have done better.
Hari Krishnan Umapathy - Senior Manager, Data Engineering at BODi (The Beachbody Company)
In this session, we will talk about BODi's data modernization journey and how we implemented cloud data warehouses in Snowflake. This effort was to standardize and integrate siloed data systems including data warehouse, data pond and data lake. This migration involved hundreds of tables, data pipelines, Reports, Dashboards/dependent jobs and multiple applications.
This is an interesting journey that took 18+ months from ideation to completion. We share our experience starting with socializing this idea in the company and getting leadership buy-in, platform selection, project planning, and the whole SDLC process to the final cutover.
We will show the “before” and “after” architecture and talk about the wins and the lows; what went well and what we could have done better.
1:10:54
0:08:21
0:04:48
0:12:01
0:02:24
0:12:00
0:00:28
0:00:22
0:06:38
0:02:59
0:09:09
0:00:31
0:00:19
0:09:48
0:00:27
0:08:47
0:08:08
0:00:59
0:00:32
0:04:55
0:01:55
0:11:46
0:06:37
0:04:04