ONOS vs cnvrg.io
Overview
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Detailed Comparison
It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud. | It provides the control plane for a software-defined network (SDN), managing network components, such as switches and links, and running software programs or modules to provide communication services to end hosts and neighboring networks. |
Machine Learning Pipelines; AI Library; Open Compute; Dataset Management; Machine Learning Tracking; Machine Learning Model Deployment; Scalable Streaming Endpoints | High availability through clustering and distributed state management;
Scalability through clustering and sharding of network device control;
Performance that is good for a first release, and which has an architecture that will continue to support improvements;
Northbound abstractions for a global network view, network graph, and application intents;
Pluggable southbound for support of OpenFlow, P4Runtime, and new or legacy protocols;
Graphical user interface to view multi-layer topologies and inspect elements of the topology;
REST API for access to Northbound abstractions as well as CLI commands;
CLI for debugging;
Support for both proactive and reactive flow setup;
SDN-IP application to support interworking with traditional IP networks controlled by distributed routing protocols such as BGP;
IP-Optical use case demonstration |
Statistics | |
Stacks 11 | Stacks 2 |
Followers 22 | Followers 3 |
Votes 0 | Votes 0 |
Integrations | |
| No integrations available | |
What are some alternatives to cnvrg.io, ONOS?
Ubuntu
Ubuntu is an ancient African word meaning ‘humanity to others’. It also means ‘I am what I am because of who we all are’. The Ubuntu operating system brings the spirit of Ubuntu to the world of computers.
Debian
Debian systems currently use the Linux kernel or the FreeBSD kernel. Linux is a piece of software started by Linus Torvalds and supported by thousands of programmers worldwide. FreeBSD is an operating system including a kernel and other software.
Arch Linux
A lightweight and flexible Linux distribution that tries to Keep It Simple.
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
Fedora
Fedora is a Linux-based operating system that provides users with access to the latest free and open source software, in a stable, secure and easy to manage form. Fedora is the largest of many free software creations of the Fedora Project. Because of its predominance, the word "Fedora" is often used interchangeably to mean both the Fedora Project and the Fedora operating system.
Linux Mint
The purpose of Linux Mint is to produce a modern, elegant and comfortable operating system which is both powerful and easy to use.
CentOS
The CentOS Project is a community-driven free software effort focused on delivering a robust open source ecosystem. For users, we offer a consistent manageable platform that suits a wide variety of deployments. For open source communities, we offer a solid, predictable base to build upon, along with extensive resources to build, test, release, and maintain their code.
Linux
A clone of the operating system Unix, written from scratch by Linus Torvalds with assistance from a loosely-knit team of hackers across the Net. It aims towards POSIX and Single UNIX Specification compliance.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
CoreOS
It is designed for security, consistency, and reliability. Instead of installing packages via yum or apt, it uses Linux containers to manage your services at a higher level of abstraction. A single service's code and all dependencies are packaged within a container that can be run on one or many machines.
