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Kubeflow is an open-source platform for machine learning and MLOps on Kubernetes introduced by Google.The different stages in a typical machine learning lifecycle are represented with different software components in Kubeflow, including model development (Kubeflow Notebooks [4]), model training (Kubeflow Pipelines, [5] Kubeflow Training Operator [6]), model serving (KServe [a] [7]), and ...
Kubernetes provides two modes of service discovery, using environment variables or using Kubernetes DNS. [59] Service discovery assigns a stable IP address and DNS name to the service, and load balances traffic in a round-robin manner to network connections of that IP address among the pods matching the selector (even as failures cause the pods ...
Teleport is an open-source tool that provides zero trust access to servers and cloud applications using SSH, Kubernetes and HTTPS. [2] [3] It can eliminate the need for VPNs by providing a single gateway to access computing infrastructure via SSH, Kubernetes clusters, and cloud applications via a built-in proxy.
OpenShift is a family of containerization software products developed by Red Hat.Its flagship product is the OpenShift Container Platform — a hybrid cloud platform as a service built around Linux containers orchestrated and managed by Kubernetes on a foundation of Red Hat Enterprise Linux.
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Harvester is a cloud native hyper-converged infrastructure (HCI) open source software. Harvester was announced in 2020 by SUSE. [2] [3] [4]On 1 December 2020, SUSE acquired Rancher Labs [5] who makes a product called Rancher that manages kubernetes clusters.
2018 - 8.0 released, with everything-as-a-service (XaaS), enhanced containerization and Kubernetes support; 2019 - 9.0 released, with support for infrastructure-as-code , expanded self-service workload delivery, security, and multi-cloud management; The company received Series A funding from Insight Venture Partners in July 2018.
Mirantis was the largest code-contributor to OpenStack Newton by lines of code, with 32% of all lines of code recorded. [48] By 2016, Mirantis started becoming a significant contributor of code to other open infrastructure-related projects as well, including Kubernetes, Ceph, OpenContrail, Prometheus, and OPNFV. [49] [50] [51] [52]