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To make Medium work, we log user data. By using Medium, you agree to our Privacy Policy, including cookie policy. Homepage Open in app Sign inGet started NETFLIX TECHBLOG LEARN ABOUT NETFLIX’S WORLD CLASS ENGINEERING EFFORTS, COMPANY CULTURE, PRODUCT DEVELOPMENTS AND MORE. FollowFollowing Seeing through hardware counters: a journey to threefold performance increase SEEING THROUGH HARDWARE COUNTERS: A JOURNEY TO THREEFOLD PERFORMANCE INCREASE By Vadim Filanovsky and Harshad Sane Netflix Technology Blog Nov 9 Latest Consistent caching mechanism in Titus Gateway CONSISTENT CACHING MECHANISM IN TITUS GATEWAY by Tomasz Bak and Fabio Kung Netflix Technology Blog Nov 3 Orchestrating Data/ML Workflows at Scale With Netflix Maestro ORCHESTRATING DATA/ML WORKFLOWS AT SCALE WITH NETFLIX MAESTRO by Jun He, Akash Dwivedi, Natallia Dzenisenka, Snehal Chennuru, Praneeth Yenugutala, Pawan Dixit Netflix Technology Blog Oct 18 Latest How Product Teams Can Build Empathy Through Experimentation HOW PRODUCT TEAMS CAN BUILD EMPATHY THROUGH EXPERIMENTATION A conversation between Travis Brooks, Netflix Product Manager for Experimentation Platform, and George Khachatryan, OfferFit CEO Netflix Technology Blog Oct 12 Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support… TIMESTONE: NETFLIX’S HIGH-THROUGHPUT, LOW-LATENCY PRIORITY QUEUEING SYSTEM WITH BUILT-IN SUPPORT… by Kostas Christidis Netflix Technology Blog Sep 28 Reinforcement Learning for Budget Constrained Recommendations REINFORCEMENT LEARNING FOR BUDGET CONSTRAINED RECOMMENDATIONS by Ehtsham Elahi with James McInerney, Nathan Kallus, Dario Garcia Garcia and Justin Basilico Netflix Technology Blog Aug 15 Latest Virtual Production — A Validation Framework For Unreal Engine VIRTUAL PRODUCTION — A VALIDATION FRAMEWORK FOR UNREAL ENGINE Netflix Technology Blog Aug 10 Data Mesh — A Data Movement and Processing Platform @ Netflix DATA MESH — A DATA MOVEMENT AND PROCESSING PLATFORM @ NETFLIX By Bo Lei, Guilherme Pires, James Shao, Kasturi Chatterjee, Sujay Jain, Vlad Sydorenko Netflix Technology Blog Aug 1 Formulating ‘Out of Memory Kill’ Prediction on the Netflix App as a Machine Learning Problem FORMULATING ‘OUT OF MEMORY KILL’ PREDICTION ON THE NETFLIX APP AS A MACHINE LEARNING PROBLEM by Aryan Mehra, with Farnaz Karimdady Sharifabad, Prasanna Vijayanathan, Chaïna Wade, Vishal Sharma and Mike Schassberger Netflix Technology Blog Jul 21 How Netflix Content Engineering makes a federated graph searchable (Part 2) HOW NETFLIX CONTENT ENGINEERING MAKES A FEDERATED GRAPH SEARCHABLE (PART 2) By Alex Hutter, Falguni Jhaveri, and Senthil Sayeebaba Netflix Technology Blog Jun 15 Scaling Appsec at Netflix (Part 2) SCALING APPSEC AT NETFLIX (PART 2) By Astha Singhal, Lakshmi Sudheer, Julia Knecht Netflix Technology Blog Jun 6 A Survey of Causal Inference Applications at Netflix A SURVEY OF CAUSAL INFERENCE APPLICATIONS AT NETFLIX At Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will love. Key to… Netflix Technology Blog May 21 Evolution of ML Fact Store EVOLUTION OF ML FACT STORE by Vivek Kaushal Netflix Technology Blog Apr 26 How Netflix Content Engineering makes a federated graph searchable HOW NETFLIX CONTENT ENGINEERING MAKES A FEDERATED GRAPH SEARCHABLE By Alex Hutter, Falguni Jhaveri and Senthil Sayeebaba Netflix Technology Blog Apr 12 Rapid Event Notification System at Netflix RAPID EVENT NOTIFICATION SYSTEM AT NETFLIX This blog post gives an overview of the Rapid Event Notification System at Netflix and shares some of the learnings gained while building it Netflix Technology Blog Feb 18 Demystifying Interviewing for Backend Engineers @ Netflix DEMYSTIFYING INTERVIEWING FOR BACKEND ENGINEERS @ NETFLIX By Karen Casella, Director of Engineering, Access & Identity Management Netflix Technology Blog Feb 1 Netflix: A Culture of Learning NETFLIX: A CULTURE OF LEARNING Martin Tingley with Wenjing Zheng, Simon Ejdemyr, Stephanie Lane, Colin McFarland, Mihir Tendulkar, and Travis Brooks Netflix Technology Blog Jan 25 Fixing Performance Regressions Before they Happen FIXING PERFORMANCE REGRESSIONS BEFORE THEY HAPPEN How the Netflix TVUI team implemented a robust strategy to quickly and easily detect performance anomalies before they a Netflix Technology Blog Jan 24 Auto-Diagnosis and Remediation in Netflix Data Platform AUTO-DIAGNOSIS AND REMEDIATION IN NETFLIX DATA PLATFORM By Vikram Srivastava and Marcelo Mayworm Netflix Technology Blog Jan 13 Experimentation is a major focus of Data Science across Netflix EXPERIMENTATION IS A MAJOR FOCUS OF DATA SCIENCE ACROSS NETFLIX Martin Tingley with Wenjing Zheng, Simon Ejdemyr, Stephanie Lane, Colin McFarland, Andy Rhines, Sophia Liu, Mihir Tendulkar, Kevin… Netflix Technology Blog Jan 11 Snaring the Bad Folks SNARING THE BAD FOLKS Project by Netflix’s Cloud Infrastructure Security team (Alex Bainbridge, Mike Grima, Nick Siow) Netflix Technology Blog Dec 8, 2021 Building confidence in a decision BUILDING CONFIDENCE IN A DECISION Martin Tingley with Wenjing Zheng, Simon Ejdemyr, Stephanie Lane, Michael Lindon, and Colin McFarland Netflix Technology Blog Nov 15, 2021 Bringing AV1 Streaming to Netflix Members’ TVs BRINGING AV1 STREAMING TO NETFLIX MEMBERS’ TVS by Liwei Guo, Ashwin Kumar Gopi Valliammal, Raymond Tam, Chris Pham, Agata Opalach, Weibo Ni Netflix Technology Blog Nov 9, 2021 Netflix Video Quality at Scale with Cosmos Microservices NETFLIX VIDEO QUALITY AT SCALE WITH COSMOS MICROSERVICES by Christos G. Bampis, Chao Chen, Anush K. Moorthy and Zhi Li Netflix Technology Blog Nov 2, 2021 Data Engineers of Netflix — Interview with Pallavi Phadnis DATA ENGINEERS OF NETFLIX — INTERVIEW WITH PALLAVI PHADNIS As part of our “Data Engineers of Netflix” series, Pallavi Phadnis shares her journey to Data Engineering at Netflix. Netflix Technology Blog Oct 28, 2021 Open-Sourcing a Monitoring GUI for Metaflow OPEN-SOURCING A MONITORING GUI FOR METAFLOW Netflix’s ML Platform has made a new addition to Open Source Netflix Technology Blog Oct 27, 2021 Interpreting A/B test results: false negatives and power INTERPRETING A/B TEST RESULTS: FALSE NEGATIVES AND POWER Martin Tingley with Wenjing Zheng, Simon Ejdemyr, Stephanie Lane, and Colin McFarland Netflix Technology Blog Oct 26, 2021 Data pipeline asset management with Dataflow DATA PIPELINE ASSET MANAGEMENT WITH DATAFLOW by Sam Setegne, Jai Balani, Olek Gorajek Netflix Technology Blog Oct 15, 2021 Revisiting BetterTLS: Certificate Path Building REVISITING BETTERTLS: CERTIFICATE PATH BUILDING By Ian Haken Netflix Technology Blog Oct 14, 2021 CAMBI, a banding artifact detector CAMBI, A BANDING ARTIFACT DETECTOR Joel Sole, Mariana Afonso, Lukas Krasula, Zhi Li, Pulkit Tandon Netflix Technology Blog Oct 12, 2021 About Netflix TechBlogLatest StoriesArchiveAbout MediumTermsPrivacy