Sat.Jan 20, 2018 - Fri.Jan 26, 2018

article thumbnail

Building a Better Tech Radar

Zalando Engineering

How Zalando helps its engineering teams navigate the tech landscape Zalando has more than 200 engineering teams, which regularly face tricky technology choices. To help them make good decisions, we created the Zalando Tech Radar as a "navigation" tool. Inspired by ThoughtWorks , it assigns each technology to one of four rings — Adopt, Trial, Assess and Hold — which represents the current consensus within Zalando.

article thumbnail

Snorkel: Extracting Value From Dark Data with Alex Ratner - Episode 15

Data Engineering Podcast

Summary The majority of the conversation around machine learning and big data pertains to well-structured and cleaned data sets. Unfortunately, that is just a small percentage of the information that is available, so the rest of the sources of knowledge in a company are housed in so-called “Dark Data” sets. In this episode Alex Ratner explains how the work that he and his fellow researchers are doing on Snorkel can be used to extract value by leveraging labeling functions written by

article thumbnail

Simplicity by Distributing Complexity

Zalando Engineering

Building an aggregated view of data in the event-driven microservice architecture In the world of microservices, where a domain model gets decomposed into related, but independently handled entities, we often face the challenge of building an aggregate view of the data that brings together different parts of that model. While this can already be interesting with “traditional” designs, the move to event-driven architectures can magnify these difficulties, especially with simplistic event streams.

Media 40