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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 ...
Aspen Systems Inc - Aspen Cluster Management Environment (ACME) Borg, used at Google; Bright Cluster Manager, from Bright Computing; ClusterVisor, [2] from Advanced Clustering Technologies [3] CycleCloud, from Cycle Computing acquired By Microsoft; Komodor, Enterprise Kubernetes Management Platform; Dell/EMC - Remote Cluster Manager (RCM)
It was announced alongside Kubernetes 1.0, an open source container cluster manager, which was contributed to the Linux Foundation by Google as a seed technology. Founding members include Google, CoreOS, Mesosphere, Red Hat, Twitter, Huawei, Intel, RX-M, Cisco, IBM, Docker, Univa, and VMware.
Cluster DNS is a DNS server, in addition to the other DNS server(s) in the environment, which serves DNS records for Kubernetes services. Containers started by Kubernetes automatically include this DNS server in their DNS searches. Web UI This is a general purpose, web-based UI for Kubernetes clusters.
Company CEO Sheng Liang says that as organizations increasingly operationalize Kubernetes there is now a lot more focus on lifecycle management and scalability. Version 2.4 of Rancher provides access to a set of tools that makes it easier for IT teams to manage a fleet of Kubernetes clusters even when network connectivity is limited, says Liang.
Free Grid MP: Univa (formerly United Devices) Job Scheduler no active development Distributed master/worker HTC/HPC Proprietary: Windows, Linux, Mac OS X, Solaris Cost Apache Mesos: Apache actively developed Apache license v2.0 Linux Free Yes Moab Cluster Suite: Adaptive Computing Job Scheduler actively developed HPC Proprietary
Spinnaker is a free and open-source continuous delivery software platform originally developed by Netflix and extended by Google. [2] It is designed to work with Kubernetes, Google Cloud Platform, AWS, Microsoft Azure and Oracle Cloud. Spinnaker was developed by Netflix as a successor to the internally developed Asgard. [3]
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.