Today, explore debugging with Render, discover the differences between K8s and Docker, learn how to detect concept drift in ML, and more! [DZone]( December 19, 2022 DZone Daily Digest Today, explore debugging with Render, discover the differences between Kubernetes and Docker, learn how to detect concept drift in machine learning, and more! [New Trend Report]( [NEW! Enterprise Application Security]( DZone's newest Trend Report aims to equip developers with the tools, best practices, and advice they need to help implement security at every stage of the SDLC! [Download now >]( Daily Picks [Kubernetes vs Docker: Differences Explained]( [Alex Tray > Cloud Architecture Zone]( [Two Ways to Debug With Render]( [Alvin Lee > Databases Zone]( [DevOps: How to Adapt It to An Agile Methodology]( [Usama Amin > Agile Zone]( [How to Detect Concept Drift in Machine Learning]( [Zac Amos > CAI/ML Zone]( [Where the Data Silos Are]( [Shane Murray > Data Zone]( New Downloads from DZone [Performance and Site Reliability Trend Report] [TREND REPORT] [Performance and Site Reliability]( Observability for Distributed Systems: DZoneâs 2022 Performance and Site Reliability Trend Report takes a holistic view of where devs stand in their observability practices. Through research and expert-contributed articles, it offers a primer on distributed systems observability including how to build an open-source observability toolchain, dives into distributed tracing, and takes a look at prospective performance degradation patterns. It also provides insight into how to create an SRE practice, as well as tactics to conduct an effective incident retrospective. [Free Download >]( [Kubernetes in the Enterprise Trend Report] [TREND REPORT] [Kubernetes in the Enterprise]( Container Management Reimagined: In 2022, Kubernetes has become a central component for containerized applications. And it is nowhere near its peak. In fact, based on our research, 94% of survey respondents believe that Kubernetes will be a bigger part of their system design over the next two to three years. DZone's 2022 Kubernetes Trend Report provides insights into how teams are leveraging Kubernetes in their organizations. It focuses on the evolution of K8s beyond container orchestration, advancements in K8s observability, K8s in ML, and more. [Free Download >]( [Cloud-Native Application Security Refcard] [REFCARD] [Cloud-Native Application Security]( Patterns and Anti-Patterns: Enterprises are rapidly adopting cloud-native architectures and design patterns to help deliver business values faster, improve user experience, maintain a faster pace of innovation, and ensure high availability and scalability of their products. Cloud-native applications leverage modern practices like microservices architecture, containerization, DevOps, infrastructure-as-code, and automated CI/CD processes. This Refcard will walk through the critical challenges of cloud-native app security, demonstrate how to build security into the CI/CD pipeline, and introduce the core patterns and anti-patterns. [Free Download >]( [NoSQL Migration Essentials Refcard] [REFCARD] [NoSQL Migration Essentials]( Need help with your NoSQL migration? This Refcard walks 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 â all demonstrated with a simple site application example. [Free Download >]( [Mobile Database Essentials Refcard] [REFCARD] [Mobile Database Essentials]( Leveraging Databases for Mobile and Edge Applications: Relational, NoSQL, cloud-based, embedded, multi-model â the database options are endless. When selecting the right database, it is important to explore essential components like local data storage, synchronization, security, and more. In this Refcard, assess critical data needs, storage requirements, and more when leveraging databases for cloud and edge applications. [Free Download >]( [facebook]( [twitter]( [linkedin]( [youtube]( [Help](mailto:support@dzone.com) | [Manage Email Preferences]( `ep7xn9vpt`}}) | [View Online]( DZone, 600 Park Offices Dr, Suite 300, Research Triangle Park, NC 27709 © DZone 2022