Figma Moves from ECS to Kubernetes to Benefit from the CNCF Ecosystem and Reduce Costs
Figma migrated its compute platform from AWS ECS to Kubernetes (EKS) in less than 12 months with minimal customer impact. The company decided to adopt Kubernetes to run its containerized workloads primarily to take advantage of the large ecosystem supp...
Yelp Overhauls Its Streaming Architecture with Apache Beam and Apache Flink
Yelp reworked its data streaming architecture by employing Apache Beam and Apache Flink. The company replaced a fragmented set of data pipelines for streaming transactional data into its analytical systems, like Amazon Redshift and in-house data lake, ...
QCon London: Lessons Learned From Building LinkedIn’s AI/ML Data Platform
At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. He specifically delved into Venice DB, the NoSQL data store used for feature persistence. The presenter shared the lessons learned ...
AWS Makes Cloud Formation Stack Creation up to 40% Faster
AWS optimized the stack creation process to make it faster and achieved significant improvements. The company split the resource creation process into two phases (creation and stabilization), which allows for creating other resources in the stack earli...
The Guardian Creates a Newsroom Collaboration Tool Using Serverless, React and GraphQL
The Guardian created Pinboard, a discussion and asset-sharing tool integrated into a variety of content management platforms used by the company. The solution uses a range of technologies, including Typescript for coding the business logic, different s...
Grab Improves Kafka on Kubernetes Fault Tolerance with Strimzi, AWS AddOns and EBS
Grab updated its Kafka on Kubernetes setup to improve fault tolerance and completely eliminate human intervention in case of unexpected Kafka broker terminations. To address the shortcomings of the initial design, the team integrated with AWS Node Term...
Pinterest Open-Sources a Production-Ready PubSub Java Client for Kafka, Flink, and MemQ
Pinterest open-sourced its generic PubSub client library, PSC, which has been heavily used in production for a year and a half. The library helped the engineering teams by increasing developer velocity, and the scalability and stability of services usi...
How RevenueCat Manages Caching for Handling over 1.2 Billion Daily API Requests
RevenueCat extensively uses caching to improve the availability and performance of its product API while ensuring consistency. The company shared its techniques to deliver the platform, which can handle over 1.2 billion daily API requests. The team at ...
Slack Migrates to Cell-Based Architecture on AWS to Mitigate Gray Failures
Slack migrated most of the critical user-facing services from a monolithic to a cell-based architecture over the last 1.5 years. The move was triggered by the impact of networking outages affecting a single availability zone, causing user-impacting ser...
Griffin 2.0: Instacart Revamps Its Machine Learning Platform
Instacart created the next-generation platform based on experiences using the original Griffin machine-learning platform. The company wanted to improve user experience and help manage all ML workloads. The revamped platform leverages the latest develop...