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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. A professional facilitator is also there to help keep the discussion moving forward, but where it goes is up to the participants.
It’s a facilitated peer group that avoids the hierarchical aspects of a conventional conference, such as a top-down organization. Only the broad themes are predetermined. Everything else is just space for attendees to sound off ideas together, relate to shared challenges and rewards, and identify new ideas and goals.
Our unconference sessions have been based on the Open Space Technology and Lean Coffee format since 2006.
From the same track
Session
ML Feature Store
The Harsh Reality of Building a Realtime ML Feature Platform
Tuesday Apr 9 / 11:45AM BST
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.
Ivan Burmistrov
Principal Software Engineer @ShareChat
The Harsh Reality of Building a Realtime ML Feature Platform
Session
Building Databases
Rockset - Building a Modern Analytics Database on Top of RocksDB
Tuesday Apr 9 / 03:55PM BST
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.
Igor Canadi
Founding Engineer and Architect @Rockset, Previously at RocksDB and Facebook
Rockset - Building a Modern Analytics Database on Top of RocksDB
Session
database
Powering User Experiences with Streaming Dataflow
Tuesday Apr 9 / 10:35AM BST
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.
Alana Marzoev
Founder & CEO @ReadySet
Powering User Experiences with Streaming Dataflow
Session
architecture
High Performance Time-Series Database Design With QuestDB
Tuesday Apr 9 / 01:35PM BST
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.
Vlad Ilyushchenko
Co-Founder & CTO @QuestDB, OG Author of PSY-Probe, Geek
High Performance Time-Series Database Design With QuestDB
Session
architecture
Improving Developer Experience Using Automated Data CI/CD Pipelines
Tuesday Apr 9 / 02:45PM BST
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.
Noémi Ványi
Senior Software Engineer @Xata
Simona Pencea
Staff Software Engineer @Xata
Improving Developer Experience Using Automated Data CI/CD Pipelines