How to rewrite a huge codebase

August 9, 2021 DZone Daily Picks Today, process time series data with Redis and Apache Kafka, see how to rewrite a huge codebase, and more! [Ensure Ideal Performance and Access for All Your Customers, Everywhere]( Learn how to simplify scale, availability, and low latency access to data for all your customers, no matter where they are. [Watch the recording >]( Daily Picks [We Crunched 1 Billion Java Logged Errors – Here’s What Causes 97% Of Them]( [Nick Andrews Java Zone]( [Processing Time Series Data With Redis and Apache Kafka]( [Abhishek Gupta Database Zone]( [Using Python for Cybersecurity in 2021]( [Parth Barot IoT Zone]( [How To Rewrite a Huge Codebase]( [Curtis Poe Microservices Zone]( [Security Risk Scores: Fast, Slow, And Adaptive]( [Marcus Vogt Security Zone]( [AI Is More Than Robots: Top Applications of Artificial Intelligence in Insurance]( [Faheem Shakeel AI Zone]( New Downloads from DZone [Trend Report] [CI/CD]( In 2020, DevOps became more crucial than ever as companies moved to distributed work and accelerated their push toward cloud-native and hybrid infrastructures. In DZone's newest CI/CD Trend Report, we will examine what this acceleration looked like for development teams across the globe, and dive deeper into the latest DevOps practices that are advancing continuous integration, continuous delivery, and release automation. [Free Download >]( [Refcard] [NoSQL Migration Essentials]( Need help with your NoSQL migration? Look no further than our "NoSQL Migration Essentials" Refcard. We walk through the primary steps for moving out of a relational database, plus important design principles to understand and consider in your migration process. Readers will review key concepts that range from denormalizing and modeling data to defining access patterns, designing primary keys and indexes, and creating an entity relationship diagram — all demonstrated with a simple site application example. As a bonus, readers can use the included JSON structure at the end to interact with a NoSQL playground. [Free Download >]( [On-Demand Webinar] [High Performance WebSockets on Android]( Building high performance, real-time applications on mobile devices comes with a unique set of challenges. In this webinar, we'll explore a high performance Websocket application built with Netty, and we'll use Mason to deploy it at scale on a bank of Android tablets. [Free Download >]( Upcoming Webinars from DZone [Looking beyond SQL and NoSQL, what will data access look like?]( Tuesday, August 17 at 1pm EST | 10am PST SQL is still how most applications interact with databases, and of course, NoSQL not only disrupted the industry, it fundamentally changed modern application development. However, NoSQL isn’t the be-all end-all of databases. In this webinar, we’re going to introduce FairCom DB and discuss new, emerging and oft-forgotten approaches to data access, from REST/RPC over HTTP for direct front-end access to record IO and navigational APIs for maximum performance in the back end. [Register Now >]( [facebook]( [twitter]( [linkedin]( [Help](mailto:support@dzone.com) | [Manage Preferences]( DZone, 600 Park Offices Dr, Suite 300, Research Triangle Park, NC 27709 © DZone 2021