Research Insights Made Simple 6 - Interview with Nikolay Golov about data platforms (Data column)
And, continuing with the topic of storage systems, I decided to share a new one today. release Insight podcast. This time, Nikolai Golov came to visit me to discuss how to build a platform date. 2025 year:) Kolya plays the role of head of data engineering at ManyChat, and before that he was the head of data platform in Avito. Kolya knows all about how to build data intensive OLAP and OLTP systems. The issue is available as a podcast on Ya Music and Podster.fm
During the podcast, we discussed topics. How Kohli’s career developed in different companies and how he began teaching databases in parallel with his main job How to build data platforms (centrally, hybridly and decentralizedly) What do the principles of data federalization look like? (ala data mesh) theoretically What this approach turns into in practice How to Build Platform Date in Startups, Medium, and Large Companies 2025 year What's Wrong With Classical Databases (Postgres and others.) What is wrong with MPP databases? (Vertica, Greenplum, ClickHouse, ...) How data mesh turns into data mash and how data chain products work in practice How to allocate a base data domain to reduce the length of product chains Why Cloud Analytics is So Fast: Column Storage + Storage and Compute Separation What is medalion architecture? Where data technologies will evolve and why old approaches and limitations cannot be relied on
Supplementary material
- Articles from the period of work in AvitoVertica + Anchor Modeling = Start the growth of your mushroom"
- Article from the period of work at Manychat: 1 and 2
- Recording.Data Modeling Meetup Munich: From Data Vault to Anchor Modeling with Nikolai Golov"
- Recording.DataVault / Anchor Modeling / Nikolai Golov" Golov N., Ronnback L., Big Data Normalization for Massively Parallel Processing Databases 09-May-2017, https://doi.org/10.1016/j.csi.2017.01.009 Golov N., Filatov A., Bruskin S., Efficient Exact Algorithm for Count Distinct Problem, Computer Algebra in Scientific Computing, July 2019
#Data #Datamesh #Processes #Management #Architecture