--- title: Incremental Processing using Netflix Maestro and Apache... description: Incremental processing allows for processing new or changed data in workflows, reducing cost and execution time. Netflix Maestro and Apache Iceberg provide a... canonical: https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Incremental Processing using Netflix Maestro and Apache Iceberg | daily.dev og:description: Incremental processing allows for processing new or changed data in workflows, reducing cost and execution time. Netflix Maestro and Apache Iceberg provide a... og:url: https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q og:image: https://api.daily.dev/og/posts/00TDUfO5Q.png og:image:alt: Incremental Processing using Netflix Maestro and Apache Iceberg og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Incremental Processing using Netflix Maestro and Apache Iceberg **[Netflix TechBlog](https://daily.dev/sources/netflix)** · 17 min read · 1 upvotes · 0 comments ## Summary Incremental processing allows for processing new or changed data in workflows, reducing cost and execution time. Netflix Maestro and Apache Iceberg provide a clean and efficient incremental processing solution, addressing challenges such as data freshness, data accuracy, and backfilling datasets. Incremental processing patterns include directly appending change data, using change data as a filter list, and using change ranges in business logic. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#apache-iceberg](https://daily.dev/tags/apache-iceberg), [#backend](https://daily.dev/tags/backend) [View this post on daily.dev](https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Incremental Processing using Netflix Maestro and Apache Iceberg","url":"https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q"},"datePublished":"2023-11-21T06:09:18.109Z","dateModified":"2023-12-23T02:13:50.215Z","description":"Incremental processing allows for processing new or changed data in workflows, reducing cost and execution time. Netflix Maestro and Apache Iceberg provide a...","image":"https://miro.medium.com/v2/da:true/resize:fit:1172/1*iIxEBzgYTiqc6J2lkA2lSQ.gif","thumbnailUrl":"https://miro.medium.com/v2/da:true/resize:fit:1172/1*iIxEBzgYTiqc6J2lkA2lSQ.gif","isAccessibleForFree":true,"articleSection":"Netflix TechBlog","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Netflix TechBlog","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/netflix","url":"https://daily.dev/sources/netflix"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/incremental-processing-using-netflix-maestro-and-apache-iceberg-00tdufo5q","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"apache-iceberg,backend","timeRequired":"PT17M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Netflix TechBlog","item":"https://daily.dev/sources/netflix"},{"@type":"ListItem","position":3,"name":"Incremental Processing using Netflix Maestro and Apache Iceberg"}]} ```