Azure Linux vs. IBM Distributed AI APIs Comparison


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About Linux on Azure helps teams build, deploy, and run applications on the Linux distribution of their choice using a proven cloud platform for Linux workloads. It supports open-source innovation with managed databases, scalable infrastructure, built-in code-to-cloud security, and the ability to automatically scale infrastructure to meet changing demands without compromising performance. Azure enables organizations to run Linux across virtual machines, containers, Kubernetes, hybrid environments, and open source database services, while supporting major Linux ecosystems such as Red Hat, Ubuntu, SUSE, and Azure Linux. Teams can provision Linux virtual machines in seconds, deploy and scale containers with Azure Kubernetes Service, use Azure Linux as a container host operating system for AKS, and dynamically scale virtual machine groups with Azure Virtual Machine Scale Sets.	About Distributed AI is a computing paradigm that bypasses the need to move vast amounts of data and provides the ability to analyze data at the source. Distributed AI APIs built by IBM Research is a set of RESTful web services with data and AI algorithms to support AI applications across hybrid cloud, distributed, and edge computing environments. Each Distributed AI API addresses the challenges in enabling AI in distributed and edge environments with APIs. The Distributed AI APIs do not focus on the basic requirements of creating and deploying AI pipelines, for example, model training and model serving. You would use your favorite open-source packages such as TensorFlow or PyTorch. Then, you can containerize your application, including the AI pipeline, and deploy these containers at the distributed locations. In many cases, it’s useful to use a container orchestrator such as Kubernetes or OpenShift operators to automate the deployment process.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Cloud infrastructure, DevOps, and application teams that need to run, scale, secure, and modernize Linux workloads across Azure cloud and hybrid environments	Audience Developers interested in a solution offering data and AI algorithms to support their AI applications
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
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Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information Microsoft Founded: 1975 United States azure.microsoft.com/en-us/solutions/linux-on-azure	Company Information IBM United States developer.ibm.com/apis/catalog/edgeai--distributed-ai-apis/Introduction/
Alternatives SUSE Linux Micro SUSE	Alternatives AI/ML API
IBM z/VM IBM	Huawei Cloud ModelArts Huawei Cloud
Azure Automation Microsoft	AWS Neuron Amazon Web Services
Azure Virtual Machines Microsoft	DeepSpeed Microsoft
Azure Backup Microsoft View All	Horovod View All
Categories Operating Systems Supported	Categories AI/ML Model Training Supported Artificial Intelligence (AI) APIs Supported

Integrations Amadeus Central Reservations System (CRS) Supported Azure Arc Supported Azure Computer Vision Supported Azure Database for MySQL Supported Azure Database for PostgreSQL Supported Azure Kubernetes Service (AKS) Supported Azure Migrate Supported Azure Spot Virtual Machines Supported Azure Virtual Machines Supported BlackRock 360 Evaluator Supported Microsoft Azure Supported OneTrust Data Use Governance Supported OpenAI Supported PTC FlexPLM Supported PyTorch Not Supported Red Hat Integration Supported Red Hat OpenShift Not Supported SUSE Cloud Application Platform Supported TensorFlow Not Supported Ubuntu Supported Show More Integrations View All 17 Integrations	Integrations Amadeus Central Reservations System (CRS) Not Supported Azure Arc Not Supported Azure Computer Vision Not Supported Azure Database for MySQL Not Supported Azure Database for PostgreSQL Not Supported Azure Kubernetes Service (AKS) Not Supported Azure Migrate Not Supported Azure Spot Virtual Machines Not Supported Azure Virtual Machines Not Supported BlackRock 360 Evaluator Not Supported Microsoft Azure Not Supported OneTrust Data Use Governance Not Supported OpenAI Not Supported PTC FlexPLM Not Supported PyTorch Supported Red Hat Integration Not Supported Red Hat OpenShift Supported SUSE Cloud Application Platform Not Supported TensorFlow Supported Ubuntu Not Supported Show More Integrations View All 4 Integrations
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