Serverless Reference Architecture

Today, learn about serverless reference architecture, data pipeline orchestration, iterative and incremental development, and more! [DZone]( August 30, 2022 DZone Daily Digest Today, learn about serverless reference architecture, data pipeline orchestration, iterative and incremental development, and more! [Refcard Update]( [[Refcard Update] Advanced Kubernetes]( This Refcard delivers advanced-level, quick, accessible information for operators managing K8s infrastructure on an ongoing basis. [Download now >]( Daily Picks [Serverless Reference Architecture]( [Kapil Raina, Abhay Patra, & Joyce Thoppil Cloud Zone]( [Data Pipeline Orchestration]( [Ivan Nikitsenka Big Data Zone]( [What Is Iterative and Incremental Development]( [Anna Smith Agile Zone]( [Open-Source SPL Boosts MongoDB Computing Ability]( [Jerry Zhang Open Source Zone]( [Role of AI and ML in DevOps Transformation]( [Fawad Malik DevOps 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 OpenTelemetry]( Observability and Monitoring for Modern Applications: OpenTelemetry is an open-source collection of tools, APIs, SDKs, and specifications with the purpose of standardizing how to model and collect telemetry data. OTel has been proven to enable effective observability and it aims to become a standard of observability implementation. In this Refcard, we introduce core OTel architecture components, key concepts and features, and how to set up for tracing and exporting telemetry data. [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 applications’ 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] [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. This updated Refcard covers all things K8s, exploring core concepts, important architecture considerations, and how to build your first containerized application. [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 >]( [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