# The Data Advantage Report is here ## How Changing a Few Lines of Query Reduced the Execution Time by 80% How Taboola cut query time by 90% on a 45B-row Vertica job using smart pre-aggregation, ... By [Minka Bloch](/content/author/minka-bloch/index.html) 6 Minutes read May 12 2025 ## Collaborative Trial: On Optimizing Recommendation Testing Taboola is responsible for billions of daily recommendations, and we are doing everything we can ... By [Maoz Cohen](/content/author/maozcohen/index.html) 6 Minutes read Jan 14 2025 ## How Taboola Handles Deep Learning Training-Serving Features Discrepancies Introduction In machine learning, one critical challenge is ensuring that the features used during model ... By [Itai Barel](/content/author/itai-barel/index.html) 7 Minutes read Jan 14 2025 ## Optimizing CTR Prediction through Clustering-Based Feature Engineering With more than 500,000 recommendations per second, Taboola is the world’s leading native advertising platform ... By [Ofri Tirosh](/content/author/ofri-tirosh/index.html) 8 Minutes read May 21 2024 ## Real-time Language Sync: Web App to Browser Extension In previous articles, I went into an efficient implementation of internationalization using react-i18next for browser ... By [Eduardo Aparicio Cardenes](/content/author/eduardo-aparicio-cardenes/index.html) 6 Minutes read Feb 20 2024 ## Breaking the Scale Barrier – Smarter Test Selection A build process is a critical procedure triggered by new code changes (Git push). Its ... By [Shirel Hadad](/content/author/shirel-hadad/index.html) 4 Minutes read Aug 07 2023 ## GPU Integration Propels Data Center Efficiency and Cost Savings for Taboola A year ago, we at Taboola kicked off a POC to migrate our Spark workload ... By [Eyal Hirsch](/content/author/eyal-hirsch/index.html) 10 Minutes read Jun 19 2023 ## How I Learned To Stop Worrying And Love The Kubernetes Release Cycle Our Story and Humble Beginnings Taboola, a company that has more than 500 million daily ... By [Shahaf Benita](/content/author/shahaf-benita/index.html) 7 Minutes read Apr 10 2023 ## Insights From My First Year as Integration & Support Team Lead at Taboola I never saw myself as the managerial type. Probably due to the manager typecast I ... By [Or Prat](/content/author/or-prat/index.html) 4 Minutes read Mar 09 2023 ## Taboola’s shared GPU experience What happens when you set a goal to increase Taboola’s critical data processing path capacity, ... By [Gilad Zamoscinski](/content/author/gilad-zamoscinski/index.html) 7 Minutes read Feb 06 2023 ## Chasing Ghosts Bugs can be annoying most of the time, but if you’re lucky enough (or unlucky, ... By [Tom Sisso](/content/author/tom-sisso/index.html) 14 Minutes read Sep 26 2022 ## Detecting ANRs In Your Application If there was a way to make any of my applications ANR proof, I would ... By [Tomer Ben Rachel](/content/author/tomerbenrachel/index.html) 11 Minutes read Jun 13 2022