Here’s the difference between Kubeflow and Ascend. The comparison is based on pricing, deployment, business model, and other important factors.
Kubeflow provides an open-source machine learning toolkit for Kubernetes. Enables users to train, deploy and manage a machine learning stack on Kubernetes. Is compatible with PyTorch, Apache MXNet, MPI, XGBoost, Chainer & more and can be integrated with Istio and Ambassador.
Ascend provides big data management and analytics platform. It allows businesses to manage collect and classify data, source data from various sources, clean and perform the analysis. It enables users to design workflows, update real-time data, manage data infrastructure, and integrate data from existing systems. It provides solutions for businesses to detect trends, build predictive models, and extract business actionable insights. The clients of the company include Google, Facebook, LinkedIn, Twitter, and Square.