Monitoring and Metering at Scale
In this blogpost I will describe how we, at Taboola, changed our metrics infrastructure twice ...
Big Data
31 Articles
Deep Learning – from Prototype to Production
About 8 months ago my team and I were facing the challenge of building our ...
Going Old-School: Designing Algorithms for Fast Weighted Sampling in Production
If you happen to write code for a living, there’s a pretty good chance you’ve ...
Bucket the shuffle out of here!
Intro At Taboola we use Spark extensively throughout the pipeline. Regularly faced with Spark-related scalability ...
Get real life debugging using Kibana and Elastic
We all have these amazing machines in our development and testing labs, and we know ...
How I Resolved Delays in Kafka Messages by Prioritizing Kafka Topics
As a team member in the Scale Performance Data group of Taboola’s R&D, I had ...
More than one Graph – Code Reuse in TensorFlow
Large production pipelines in TensorFlow are quite difficult to pull off. Training small models is ...