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Lessons in Building a System that Processes More than 70 Billion Events Daily - Morri Feldman

Clojure/north

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  • Presented by Morri Feldman

Advanced. Deep dive for people who know the field.

1.8K views7 years ago1 recommendation

Distributed systemsDatabases and dataScaling and large-scale architectureConcurrency and parallelismLisp and Clojure

Morri Feldman shares architectural lessons and technology choices from migrating AppsFlyer's high-throughput event processing platform from Python to Clojure.

AppsFlyer’s mobile attribution and analysis platform is used by the biggest and most popular applications on Earth, generating a constant “storm” of 70B+ events (HTTP Requests) on their microservices, cloud based platform daily. In this talk, Morri will share their technological choices which include Clojure as their leading backend language - and the decisions to migrate from Python for improved multi-threading and concurrency. The backend was to built to be a robust system based on a diversity of open source tooling such as: Kafka, RabbitMQ, Aerospike, Redis and a host of proprietary in-house developed tools and services that enable the testing and adoption of new data technologies, continuous deployment, and large-scale monitoring of the system - including open sourcing production libraries for interoperability with core technologies. This talk will also dive into AppFlyer's real-time back-end architecture & functional programming philosophy, what it is like to be a developer at AppsFlyer, and overall attitude towards performance, redundancy and resiliency for processing 35 Million events/minute at an average latency of hundreds of milliseconds per event.

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What people say. Recommended as a practical case study of scaling a massive real-time data pipeline with Clojure.

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Clojure/north: Lessons in Building a System that Processes More than 70 Billion Events Daily by Morri Feldman