Today, uncover some common pitfalls of cloud data, convert API log data into actionable information, and much more! [DZone]( August 25, 2022 DZone Daily Digest Today, uncover some common pitfalls of cloud data, convert API log data into actionable information, and more! [Refcard Update]( [Getting Started With OpenTelemetry]( This Refcard update introduces core OTel architecture components, key concepts, and how to set up for tracing and exporting telemetry data. [Download now >]( Daily Picks [Cloud Data: Understanding 3 Common Pitfalls]( [Eric D. Schabell > Big Data Zone]( [Use AWS App Runner, DynamoDB, and Cdk To Deploy and Run a Cloud-native Go App]( [Abhishek Gupta > Cloud Zone]( [Convert API Log Data Into Actionable Information]( [Adam DuVander > Integration Zone]( [How To Use Supertokensâ Pre-Built UI With Vuejs]( [Advait Ruia > Web Dev Zone]( [How Are Smart Technologies Changing the Translation Industry?]( [Anahit Ghazaryan > AI Zone]( New Downloads from DZone [TREND REPORT] [Microservices and Containerization]( With most organizations running microservices and leveraging containers, we no longer have to discuss the need to adopt these practices, but rather how to scale them to benefit organizations and development teams. So where do adoption and scaling practices of microservices and containers go from here? In DZone's 2022 Trend Report, "Microservices and Containerization," our research and expert contributors dive into various cloud architecture practices, microservice orchestration techniques, security, design principles, and more. [Free Download >]( [REFCARD] [Getting Started With Distributed SQL]( In recent years, NoSQL distributed databases have become common, as they are built from the ground up to be distributed. Yet they force difficult design choices, such as choosing availability over consistency, data integrity, and ease of query, to meet their applicationsâ need for scale. This Refcard serves as a reference to the key characteristics of distributed SQL databases, how functionality compares across database offerings, and the criteria for designing a proof of concept. [Free Download >]( [REFCARD] [Neural Network Essentials]( Neural networks are the core of all AI algorithms, and today, deep neural networks are used in tasks ranging from image recognition and object detection to natural language processing and generation. After dissecting the basic building blocks that form a neural network and the principles of how they work, this Refcard delves into neural architecture types and their respective uses, neural network chips, and model optimization techniques at a high level. [Free Download >]( [REFCARD] [Getting Started With Kubernetes]( To build a reliable, scalable containerized application, you need a place to run containers, scale them, update them, and provide them with networking and storage. Kubernetes is the most popular container orchestration system. It simplifies deploying, monitoring, and scaling application components, making it easy to develop flexible, reliable applications.â¯This updated Refcard covers all things Kubernetes, exploring core concepts, important architecture considerations, and how to build your first containerized application. [Free Download >]( [ON-DEMAND WEBINAR] [Is MQTT becoming the de facto standard of Industry 4.0?]( Although industrial control systems switched from analog to digital many decades ago, the problem of having multiple proprietary protocols preventing these systems from properly integrating persists to this day. OPC UA was conceived with the purpose to address this problem, but its success was only partial, and itâs still not as pervasive and adopted as it should be. This webinar explores how MQTT has been helping system integrators to overcome the challenges of hybrid integrations for Industry 4.0 projects that include OPC UA and other protocols. [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