Intel® Optimized Cloud Modules
This set of cloud-native open source reference architectures helps developers build and deploy Intel®-optimized AI solutions on leading cloud providers, including Amazon Web Services (AWS)*, Microsoft Azure*, and Google Cloud Platform* service.
Each module or reference architecture includes a complete instruction set and all source code published on GitHub*.
Videos
The following videos are used for Intel® Cloud Optimization Modules for AWS*.
XGBoost on Kubernetes*
Introduction and Environment Setup (Part 1 of 3)
Resource Creation and Application Deployment (Part 2 of 3)
Application Testing and Summary (Part 3 of 3)
Videos
The following videos are used for Intel® Optimized Cloud Modules for Azure.
Kubeflow* Pipeline for XGBoost
Introduction and Overview (Part 1 of 3)
Hands-on Walk-through (Part 2 of 3)
Summary and Action Items (Part 3 of 3)
Technical Stack
Accelerated by Intel Badge
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Any enterprise that has implemented Intel software or hardware-level optimizations based on Intel® Cloud Optimization Modules may apply for approval.
Intel® AI Software Portfolio
Intel offers an end-to-end AI software portfolio for use cases across computer vision, natural language processing, audio, and recommender systems.
AI Frameworks
All major frameworks for deep learning and classical machine learning have been optimized by using oneAPI libraries that provide optimal performance across Intel CPUs and XPUs. These software optimizations from Intel help deliver orders of magnitude performance gains over stock implementations of the same frameworks.
AI Development Software
Intel provides a comprehensive portfolio of tools for all your AI needs, including data preparation, training, inference, deployment, and scaling. All tools are built on the foundation of a standards-based, unified oneAPI programming model with interoperability, openness, and extensibility as core tenets.
Explore Intel AI Hardware
From data preprocessing and modeling to production, Intel has the software, compute platforms, and solution partnerships you need to accelerate the integration of AI everywhere.
Recommended Resources
Intel® Device Plug-ins for Kubernetes*
Kubernetes* is the leading software platform for deploying cloud-native workloads across a wide set of use cases. How applications perform depends on how well infrastructure capabilities are used. Intel's work with Kubernetes aims to improve application performance on Intel infrastructures.
AI Reference Kits
In collaboration with Accenture*, Intel has launched a series of trained AI reference kits to the open source community to help enterprises innovate and accelerate their digital transformation journey. With these kits, Intel further builds upon the AI application tools it provides to data scientists and developers.
Cloud Performance Benchmarks
Performance considerations are vital for the overall success of cloud computing. Discover how workloads will perform on Intel-based cloud solutions.