InfoQ Homepage Frameworks Content on InfoQ
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Disaggregation in Large Language Models: the Next Evolution in AI Infrastructure
Large Language Model (LLM) inference faces a fundamental challenge: the same hardware that excels at processing input prompts struggles with generating responses, and vice versa. Disaggregated serving architectures solve this by separating these distinct computational phases, delivering throughput improvements and better resource utilization while reducing costs.
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/articles/aws-sandbox-as-a-service/en/smallimage/aws-sandbox-as-a-service-thumbnail-1754387123420.jpg)
Sandbox as a Service: Building an Automated AWS Sandbox Framework
This article outlines an automated AWS Sandbox Framework to provide secure, cost-controlled environments for innovation. It leverages AWS services like Control Tower and open-source tools to automate provisioning, enforce security policies, manage resource lifecycles, and optimize costs through automated cleanup and governance.
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How Staff+ Engineers Can Develop Strategic Thinking
This article outlines a personal framework for cultivating strategic thinking at any career stage, with a focus on Staff+ engineers. Whether you're an established Staff+ engineer or someone with aspirations to grow into this role, this article offers the tools, perspectives, and insights you need to navigate your journey to greater influence and impact.
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InfoQ Java Trends Report - December 2024
This report summarizes how the InfoQ Java editorial team and several Java Champions currently see the adoption of technology and emerging trends within the Java and JVM space in 2024. We focus on Java the language, as well as related languages like Kotlin and Scala, the Java Virtual Machine (JVM), and Java-based frameworks and utilities.
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/articles/no-need-css-framework/en/smallimage/GettyImages-2123111672-small-1714573524455.jpg)
You Don’t Need a CSS Framework
Developers use CSS frameworks to reduce boilerplate, increase quality, and drive consistency. However, these gains are hard to maintain as an application’s codebase matures. Developers must configure and override the framework to accommodate changes. Instead of using a CSS framework, developers should write their own custom CSS. CSS has evolved enough that this became the best option.
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/articles/technical-decision-buy-in/en/smallimage/getting-technical-decision-buy-in-using-the-analytic-hierarchy-process-small-1710151223445.jpg)
Getting Technical Decision Buy-In Using the Analytic Hierarchy Process
Making large, important technical decisions is a critical aspect of a senior individual contributor's role. This article examines how Comcast has employed the Analytic Hierarchy Process (AHP), a decision-making framework developed in the 1970s, and adapted it for making technical and non-technical decisions both large and small.
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Architecting with Java Persistence: Patterns and Strategies
Explore a spectrum of Java persistence patterns, from data-oriented to domain-centric. Delve into Driver, Mapper, DAO, Active Record, and Repository for robust architectural foundations.
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Going Global: a Deep Dive to Build an Internationalization Framework
Internationalization (i18n) is a critical process in web development, and requires a robust, well-designed framework to ensure scalability. While some JavaScript libraries exist, this article provides a language-agonistic framework that can be implemented at a global level.
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InfoQ Java Trends Report - November 2023
This report provides a summary of how the InfoQ Java editorial team and several Java Champions currently see the adoption of technology and emerging trends within the Java and JVM space in 2023. We focus on Java the language, as well as related languages like Kotlin and Scala, the Java Virtual Machine (JVM), and Java-based frameworks and utilities.
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/articles/federated-GraphQL-platform-Netflix/en/smallimage/Evolving-the-Federated-GraphQL-Platform-at-Netflix-small-1691653833320.jpg)
Evolving the Federated GraphQL Platform at Netflix
This article describes the journey of the migration towards a Federated GraphQL architecture. Specifically, it shows the GraphQL platform Netflix has built consisting of the Domain Graph Services framework for implementing GraphQL services in Java using Spring Boot and graphql-java, and tools for schema development. It also describes how the ecosystem has evolved at various stages of adoption.
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/articles/nuture-culture-continuous-experimentation/en/smallimage/nurturing-a-culture-of-continuous-experimentation-small-1689318402133.jpg)
IDEA: a Framework for Nurturing a Culture of Continuous Experimentation
For a team to be agile, they need a culture that allows them to learn, unlearn, and relearn. This article explains how teams can foster such a culture, navigate through the complexities of modern development environments and harness agility to deliver software quickly that fits the needs of users and business sponsors. It describes a framework to explore, plan, implement and evaluate ideas.
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Architectural Frameworks, Patterns, and Tactics Are No Substitute for Making Your Own Decisions
Software frameworks greatly amplify a team’s productivity, but also make implicit decisions. The benefits and limitations must be understood because of the impact on the resulting system architecture.