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The design and development of Kubernetes was inspired by Google's Borg cluster manager and based on Promise Theory. [ 13 ] [ 14 ] Many of its top contributors had previously worked on Borg; [ 15 ] [ 16 ] they codenamed Kubernetes " Project 7 " after the Star Trek ex- Borg character Seven of Nine [ 17 ] and gave its logo a seven-spoked ship's ...
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 ...
High-availability cluster. Apache Mesos, from the Apache Software Foundation; Kubernetes, founded by Google Inc, from the Cloud Native Computing Foundation; Heartbeat, from Linux-HA
Ganeti is a virtual machine cluster management tool originally developed by Google.The solution stack uses either Xen, KVM, or LXC as the virtualization platform, LVM for disk management, and optionally DRBD for disk replication across physical hosts or shared storage for external replication. [2]
Google Cloud Platform is a part [7] of Google Cloud, which includes the Google Cloud Platform public cloud infrastructure, as well as Google Workspace (G Suite), enterprise versions of Android and ChromeOS, and application programming interfaces (APIs) for machine learning and enterprise mapping services.
Borg is a cluster manager used by Google since 2008 or earlier. [ 1 ] [ 2 ] It led to widespread use of similar approaches, such as Docker and Kubernetes . [ 3 ]
SingleStore can be downloaded for free and run on Linux for systems up to 4 leaf nodes of 32 gigs RAM each; an Enterprise license is required for larger deployments and for official SingleStore support.SingleStore is also available as a managed service named SingleStore Helios, available in various regions in Google Cloud and Amazon Web Services.
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