OSS: OpenCoralMap and OpenCyanoMap, Acumos AI, Kubernetes and More
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Picam360-SurfaceWalker: The Open Source Aquatic Drone
Features called OpenCoralMap and OpenCyanoMap are currently being developed, which automatically upload underwater images filmed during autonomous navigation and data collected with the drone's measuring devices to a server, and display the collected data on a map.
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SD Times Open-Source Project of the Week: Acumos AI
Last week, the LF Deep Learning Foundation announced the first release of its Acumos AI Project. Acumos AI is an open-source framework for building, sharing, and deploying AI applications. It provides a standardized stack and components so that data scientists can “focus on the core competencies and accelerate innovation.”
Dubbed Athena, this release offers one-click deployment via Docker or Kubernetes, the ability to deploy models into public or private cloud infrastructures, a design studio, security tokens to allow simple onboarding of models into an Acumos AI repository, and an advanced user portal.
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Kubernetes in production vs. Kubernetes in development: 4 myths
We recently cleared up some of the common misunderstandings people have about Kubernetes as they start experimenting with it. One of the biggest misunderstandings, though, deserves its own story: Running Kubernetes in production is pretty much the same as running Kubernetes in a dev or test environment.
Hint: It’s not.
“When it comes to Kubernetes, and containers and microservices in general, there’s a big gap between what it takes to run in the ‘lab’ and what it takes to run in full production,” says Ranga Rajagopalan, cofounder and CTO of Avi Networks. “It’s the difference between simply running, and running securely and reliably.”
There’s an important starting point in Rajagopalan’s comment: This isn’t just a Kubernetes issue, per se, but rather more widely applicable to containers and microservices. It is relatively “easy” to deploy a container; operating and scaling containers (and containerized microservices) in production is what introduces complexity.
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Community is key to open source success and possibly profit
Open source companies like Redis Labs and MongoDB may be looking to cordon off code to ensure commercial success, but the correct path to open source project success is openness. Thus spake Kubernetes co-founder Brendan Burns, and thus it is. As he noted in a recent interview, "...especially in the infrastructure space, the [open source projects] that make room for other people to be successful are the ones that ultimately win."
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