InfoQ Homepage Articles
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How Optimizing MLOps Can Revolutionize Enterprise AI
In this article, author Monte Zweben discusses data science architecture, containerization, and how new solutions like Feature Store can help with the full lifecycle of machine learning processes.
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Culture & Methods Trends Report March 2021
The most significant impact on culture and methods in 2021 is the disruption caused by COVID-19. We look at what's needed for good remote and the impact of bad remote, how management practices are evolving, and the importance of people skills for technologists. Paying attention to ethical issues, diversity and inclusion, tech for good, employee experience and psychological safety are important.
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Serverless Functions for Microservices? Probably Yes, But Stay Flexible to Change
When designing cloud-native systems, it is important to accommodate freedom to change deployment strategy, from FaaS to containers or VMs, for potentially significant savings on cloud bills.
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Network Edge 5G Computing Technologies Predicted to Make Dramatic Changes to Business Operations
Implementing network edge 5G technologies can offer many advantages, but also presents challenges for your team. In this article, we’ll take a look at promise and risk of network edge 5G models.
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Blockchain Node Providers and How They Work
In this article, we will review the concept of a blockchain node, the problems a developer might face while deploying a node, and the working principle of Blockchain-as-a-Service providers, which simplify the integration of the blockchain into products, maintaining wallets, or keeping the blockchain in sync.
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Sociotechnical Implications of Using Machines as Teammates
AI has become more than just a tool; it is now meriting consideration as an additional teammate. While this increases a project’s efficiency and technical rigor, AI teammates bring a fresh set of challenges around social integration, team dynamics, trust, and control. This article provides an overview of sociotechnical frameworks and strategies to address concerns with using machines as teammates.
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Testing Quarkus Web Applications: Writing Clean Component Tests
In this article, we will learn how to write clean integration tests for Quarkus applications. We will see how we can write simple and clean tests for the following scenarios: a mail client, security with RBAC, testing using containers, and rest clients.
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Becoming an Exceptional Manager
The book Manager in Shorts by Gal Zellermayer describes principles of management in hi-tech, focusing on people, processes, and culture. It provides tips and ideas that readers can use to develop their leadership skills and learn how to manage technical people and become an exceptional manager.
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Experts Discuss Top Kubernetes Trends and Production Challenges
Kubernetes growth has led to cultural, technological and operational challenges. InfoQ caught up with Kubernetes experts and implementers who talk about 2-3 top trends and challenges that are facing the platform.
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Agile Development Applied to Machine Learning Projects
Machine learning is a powerful new tool, but how does it fit in your agile development? Developing ML with agile has a few challenges that new teams coming up in the space need to be prepared for - from new roles like data scientists to concerns in reproducibility and dependency management.
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Saga Orchestration for Microservices Using the Outbox Pattern
The outbox pattern, implemented via change data capture, is a proven approach for addressing the concern of data exchange between microservices. The saga pattern, as demonstrated in this article, is useful for data updates that span multiple microservices.
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Leading during Times of High Uncertainty and Change
To help teams succeed during uncertain times, leaders need to navigate different horizons; managing themselves and building strong relationships with their teams. Organisations need leadership at all levels. In order to be successful, leaders should develop skills for self-management, delegation, dealing with ambiguity, managing in all directions, systems thinking, and leading through context.