By Oleksii Tkachuk , Kartik Sathyanarayanan , Rajiv Shringi Introduction Netflix has a diverse range of graph use cases, each serving specific business needs with unique functionality and performance requirements. These use cases fall into two broad categories: OLAP : These use cases typically involve open-ended and algorithmic exploration of large graph datasets. They often utilize industry-standard models and languages…
#caching
6 posts
29 May
28 Apr
Adding caching to your application architecture can significantly improve key performance metrics, cut latency, and reduce load across downstream systems. In this walkthrough, we highlight the latest caching best practices and incorporate these design patterns into a reusable .NET application that you can reference when adding new capabilities to your application stack. The post High-Performance Distributed Caching with .NET and…
6 Nov 2025
We manage the build pipeline that delivers Quip and Slack Canvas’s backend. A year ago, we were chasing exciting ideas to help engineers ship better code, faster. But we had one huge problem: builds took 60 minutes. With a build that slow, the whole pipeline gets less agile, and feedback doesn’t come to engineers until…
24 Jan 2025
Much of our heatmaps are built on batch data outputs stored in Rain At Strava, we love maps — some of our most loved features are nestled on map surfaces. My team, the Geo team, is focused on building and improving these products. On the Geo and Metro teams, we tend to work with large datasets: aggregations of open source…
14 Dec 2017
Caching is hard in various ways. Whenever you’re caching things, you have to at least think of: Memory consumption Invalidation In this article, I want to show a flaw that often sneaks into custom cache implementations, making them inefficient for some execution paths. I’ve encountered this flaw in Eclipse, recently. What did Eclipse do wrong? … Continue reading A Common…
28 Feb 2014
At Data Geekery, we love Java. And as we’re really into jOOQ’s fluent API and query DSL, we’re absolutely thrilled about what Java 8 will bring to our ecosystem. We have blogged a couple of times about some nice Java 8 goodies, and now we feel it’s time to start a new blog series, the… … Continue reading Java 8…