# The Data Advantage Report is here ## Engineering ### A Key Component in Taboola CI/CD Pipelines for Achieving High Production Stability See how Taboola integrates real traffic into CI pipelines using GoReplay to enhance testing, improve ... By [Chungwei Hsiung](/content/author/chungweihsiung/index.html) 5 Minutes read Mar 04 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 ### 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 ### 7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve Anyone working as a product analyst or product manager has a crucial role in ensuring ... By [Lior Halfon](/content/author/liorh/index.html) 5 Minutes read May 25 2022 ### How to Kill Underperforming Features and Why You Should Do It Now Can you create value by not building features? In this blog post, I will share ... By [Ran Erez](/content/author/ranerez/index.html) 7 Minutes read Mar 22 2022 ### Dynamic Security Operations in Kubernetes In a dynamic world, your Kubernetes security infrastructure should also be dynamic. Many Kubernetes applications ... By [Shalev Penker](/content/author/shalev/index.html) 5 Minutes read Feb 03 2022 ### How Taboola Powers the Conversion Data Pipe When you set out to build the world’s largest content recommendation platform that performs to ... By [Ethgar Daniely](/content/author/ethgar-daniely/index.html) 5 Minutes read Jan 24 2022 ### Samplex: Scale Up Your Spark Jobs Using Samplex to Scale Up your Spark Jobs When I encountered Taboola’s data a few ... By [Editorial Team](/content/author/taboola/index.html) 5 Minutes read Oct 07 2021 ### High Scale Service Deployment: Taboola’s Recommended Flow This post is not about K8S – nor is it about AWS. It is not ... By [Tidhar Klein Orbach](/content/author/tidhark/index.html) 6 Minutes read Jul 01 2020 ### Using Spark Dynamic Allocation The story starts with metrics. Every mature software company needs to have a metric system ... By [Igor Berman](/content/author/igorberman/index.html) 7 Minutes read Jun 24 2020