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
Behind the scenes of Aerospike’s Cross Datacenter Replication (XDR)
Aerospike’s Cross data center replication (XDR) is the module responsible for shipping data across multiple datacenters, typically across geographical locations. Distributed systems come with many unique challenges and XDR is equipped to handle them.
In this talk we will take a look at the internals of XDR. We will get into some details of how we achieve high performance by exploiting cache friendliness and core affinity. We will also cover challenges we face to keep data consistent. Many things can fail in a distributed system. In this talk we will discuss some of the common failures like source node failure, destination node failure and network issues.
Please find the link to the presentation here.