Veritas Automata’s Hivenet with Kubeflow, ushering in a new era of ML Ops at scale.
We combine the power of Kubeflow, Rancher fleet, FluxCD, and GitOps strategies within Hivenet to open doors for unparalleled control over configurations, data distribution, and the management of remote devices.
What does that mean? Hivenet helps you managing complex, distributed systems with high efficiency, reliability, and control.
Kubeflow: Think of this as a smart assistant for working with machine learning (the technology that allows computers to learn and make decisions on their own) on a large scale. Kubeflow helps organize and run these learning tasks more smoothly on your network.
The heart of any ML operation lies in the efficiency of its pipeline engine. Hivenet, now extended with Kubeflow, boasts a pipeline engine that not only streamlines the distribution of configurations but also manages the flow of data seamlessly. This ensures that your ML workflows are efficient and scalable, paving the way for a new era in machine learning operations.
The synergy of Rancher Fleet and FluxCD within Hivenet takes control to a whole new level. Combined with FluxCD, it ensures that updates and configurations are synchronized across the Hivenet ecosystem. This combination unlocks a new paradigm in remote device control.
GitOps strategies: This is a modern way of managing changes and updates to your network. By treating your plans and configurations like code that can be reviewed and approved, you ensure that only the best, error-free changes are made, keeping everything secure and running smoothly.
GitOps becomes the cornerstone of Hivenet's extended capabilities. With the ability to declare and control the desired state of the system using Git repositories as the source of truth, GitOps offers a level of transparency and reproducibility that is unmatched. Hivenet, now a GitOps-driven platform, provides a strategy to control and shape your future in the swiftly advancing tech landscape.
Control everything more precisely
Scale up easily
Move faster and more efficiently
Ensure consistency and reliability
Boost security
Kubeflow, the open-source machine learning (ML) toolkit for Kubernetes, becomes a part of Hivenet, transforming it into a powerhouse for ML Ops at scale. This integration brings forth the ability to deploy, manage, and scale ML workflows with ease. Whether you are a developer or a system operator, Kubeflow within Hivenet solves the complexities of machine learning effortlessly.
GitOps, an operational model for Kubernetes and other cloud-native environments, becomes the cornerstone of Hivenet’s extended capabilities. With the ability to declare and control the desired state of the system using Git repositories as the source of truth, GitOps offers a level of transparency and reproducibility that is unmatched. Hivenet, now a GitOps-driven platform, provides a strategy to control and shape your future in the swiftly advancing tech landscape.
The foundation of Hivenet remains unwavering in its commitment to openness, utilizing K3s Kubernetes to create pre-integrated cloud and edge clusters on the same control plane. Deployed to both cloud and edge, Hivenet’s foundation is cloud provider-agnostic, offering connected services that span Hyperledger Fabric Blockchain for chain-of-custody and transaction management, state management for workflow efficiency, IoT device integration through ROS, and the ability to manage and control connected services remotely.
