InfoQ Homepage Architecture & Design Content on InfoQ
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Mehrnoosh Sameki on Responsible AI
In this podcast, Mehrnoosh discusses the importance of responsible AI, the principles behind it, and the challenges in ensuring fairness and transparency in AI systems. She also highlights various open-source tools and approaches for developers to incorporate responsible AI practices into their machine learning models and ensure better decision-making and ethical outcomes.
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From Cloud-Hosted to Cloud-Native with Rosemary Wang
In this episode of the podcast, Rosemary Wang talks about the patterns and practices that help you move from cloud-hosted to cloud-native architecture and maximize the benefit and use of the cloud. The discussion covers essential application and infrastructure considerations, as well as cost and security concerns you need to think about when approaching a cloud-native architecture.
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Hien Luu on ML Principles at DoorDash
Live from the venue of the QCon London Conference, we are talking with Hien Luu, head of ML Platform at DoorDash. In this podcast, Luu discusses the main principles and strategies that DoorDash uses to scale and evolve MLOps, as well as some tips for those who want to get started with MLOps.
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Leslie Miley on AI Bias and Sustainability
In this podcast, Leslie Miley shares his insights on AI bias, sustainability, and the potential impact of AI on society. He emphasizes the importance of understanding and mitigating the harm these technologies can cause, while also discussing the responsibilities of developers, tech companies, and individuals in ensuring a more responsible and ethical approach to AI development.
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Real Time ML Pipelines Using Quix with Tomáš Neubauer
Tomáš Neubauer will talk about Quix Streams, an open-source Python library that simplifies real-time machine learning pipelines. Tomáš will discuss various architecture designs, their pros and cons, and demonstrate a real use case of detecting a cyclist crash using Quix Streams and a TensorFlow model.
Resources
Building high-performance APIs and microservices with Kalix
In this article we will guide you through getting started with the needed tools to create, build and deploy your first Java based Kalix service. Learn more.
Kalix Data Sheet
Kalix is a cloud-native Internal Developer Platform (IDP) that reduces the complexity, time to market, and costs of your distributed systems. Download now.
Lightbend looks to take the sting out of cloud-native development with Kalix
Kalix is a PaaS for building and deploying cloud-native microservices and APIs at speed and, Lightbend claims, at the lowest possible cost. It provides an out-of-the box cloud-native stack and aims to take the sting out of the inherent complexity of cloud-native deployment. Learn more.
Lightbend named Frost & Sullivan North American Serverless Computing Company of the Year for Kalix
Frost & Sullivan applies a rigorous analytical process to evaluate multiple nominees for each award category before determining the final award recipient. Download now.
Microservices Versus Serverless
Two such cloud-driven frameworks are serverless and microservices architectures. These adaptable models provide businesses with the agility, flexibility, and scalability to meet changing market demands. Learn more.