Abstract: Kubeflow network protocol compatibility is implemented by modifying a manifest of a first component in a Kubeflow manifest bundle to replace an alphanumeric address within each service discovery specification with a domain name, modifying a manifest of a second component in the Kubeflow manifest bundle to replace a first network protocol identity within each application network binding specification with a second network protocol identity, and applying the manifest of the first component and the manifest of the second component within a network operating in accordance with a second network protocol.

Abstract: A method for distributed flow steering in a cloud-based architecture includes assigning, by a first server, connection IDs to each of multiple data flows owned by the first server. The connection IDs each include a server ID that uniquely identifies the first server and that is included in a data packet header of each of the multiple data flows owned by the first server. The method further includes identifying, by the first server, a data flow characterized by a data packet header including a connection ID uniquely identifying a second server as the owner of the data flow, and redirecting the data flow to the second server.

Abstract: Kubeflow network protocol compatibility is implemented by modifying a manifest of a first component in a Kubeflow manifest bundle to replace an alphanumeric address within each service discovery specification with a domain name, modifying a manifest of a second component in the Kubeflow manifest bundle to replace a first network protocol identity within each application network binding specification with a second network protocol identity, and applying the manifest of the first component and the manifest of the second component within a network operating in accordance with a second network protocol.