Speaker
Abstract
Streaming dataflow provides a unique solution to scaling OLTP applications by allowing for an efficient cache implementation that does not diverge from the relational model of the underlying data store. In this talk, we will walk through the fundamentals of streaming dataflow and discuss the architecture of ReadySet, a streaming dataflow system designed specifically for operational workloads. We’ll develop an understanding of how this architecture addresses many of the standard pain points that engineering teams face when preparing applications for web-scale workloads and how it can be used to simplify the modern web application data stack through case studies and benchmarks.
Topics
QCon London 2024 is a three day conference for senior software engineers, architects and team leads. An international program committee of working engineers selects every session. Patterns and practices, not products and pitches.
From the same track
Tuesday 9 April
10:35 Windsor (5th Fl.) Session database Powering User Experiences with Streaming Dataflow Alana Marzoev Founder & CEO @ReadySet Streaming dataflow provides a unique solution to scaling OLTP applications by allowing for an efficient cache implementation that does not diverge from the relational model of the underlying data store. 11:45 Windsor (5th Fl.) Session ML Feature Store The Harsh Reality of Building a Realtime ML Feature Platform Ivan Burmistrov Principal Software Engineer @ShareChat In a world where AI and ML are rapidly evolving, the need for efficient Realtime Feature Platforms has never been greater. But the journey to create one is far from straightforward. 13:35 Windsor (5th Fl.) Session architecture High Performance Time-Series Database Design With QuestDB Vlad Ilyushchenko Co-Founder & CTO @QuestDB, OG Author of PSY-Probe, Geek In this talk we will explore the world of time series and unique set of problems time series present to the developers. We will discuss the engineering principles behind QuestDB's design, focusing on high performance. 14:45 Whittle (3rd Fl.) Session architecture Improving Developer Experience Using Automated Data CI/CD Pipelines Noémi Ványi, Simona Pencea Validating your code against actual production data can be challenging. We have all been at least once on the receiving end of a "test1" email subject because somebody somewhere did a test with the production database. 15:55 Windsor (5th Fl.) Session Building Databases Rockset - Building a Modern Analytics Database on Top of RocksDB Igor Canadi Founding Engineer and Architect @Rockset, Previously at RocksDB and Facebook RocksDB, a key-value store built on the foundation of Log-Structured Merge-Tree data structures and originally open-sourced by Facebook, has played a significant role in shaping data systems over the past decades. 17:05 Rutherford (4th Fl.) Unconference Unconference: Innovations in Data Engineering An unconference is a participant-driven meeting. Attendees come together, bringing their challenges and relying on the experience and know-how of their peers for solutions.