Myntra's use case of Aerospike for optimizing online feature stores for home page personalization. At the MLOps conference held between 23 and 27 July, Myntra’s data scientist - Sajan Kedia - explained how Myntra uses Aerospike to optimize online feature s… more
How do you select datastores and be aware of their limitations when applied to the problem at hand? Are there misconceptions you wish someone had cleared for you as you started on your journey of scaling with datastores?
Choosing data stores for your use cases conference will help you understand:
- Running datastores at scale - and tuning, debugging and operations.
- Solving specific use cases with a certain datastore.
- Data modelling and developer experience with datastore.
Senior infrastructure and software engineers from Farfetch, Aerospike, Zeotap, eightfold.ai, LinkedIn and Tesco engineering will share war stories and their learnings with practitioners in the audience.
View schedule at https://hasgeek.com/rootconf/choosing-datastores/schedule
Identity resolution at Billions scale @Zeotap
Zeotap maintains an identity asset of around 50 Billion IDs which enables the ID resolution and Audience Matching use cases for AdTech & MarTech industry. In this presentation, we will look at the journey of zeotap’s Identity store over the years, how it got evolved from a naive KV implementation to a Hybrid KV + Graph store, the data access patterns used for solving the business needs and the underlying data models created using Aerospike & Scylla data stores.
Additionally we will also provide some insights into ops management, performance and cost metrics which helped us in making rational decisions throughout the evolution process.