Cloud Management Platform Abstraction for Multi-Provider Infrastructure
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Solution Overview
Problem
Customers face challenges in managing cloud infrastructures across multiple cloud service providers due to limited support from their primary cloud management platforms, which often cannot accommodate cloud infrastructure tools like Terraform, leading to inefficiencies in deploying and managing cloud resources.
Innovation Solution
The solution involves a cloud management platform that receives a configuration file from cloud infrastructure tools, creates a cloud template, determines necessary cloud resources, maps these resources to native resources, and displays a graphical user interface to manage and visualize the cloud infrastructure, enabling the platform to support and manage cloud resources created by tools like Terraform.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Extent of automation
If cloud infrastructure tools like Terraform are used to automate creation and management of cloud infrastructures, then productivity and automation extent are improved, but cloud management platforms cannot support these tools leading to device complexity and ease of operation deterioration
Solution Approach 1:
The cloud management platform is enhanced to provide universal support for multiple cloud infrastructure tools (Terraform, CloudFormation, ARM, Bicep) through a unified abstraction layer. The system can ingest configuration files from different tool types, translate them into a common internal representation, and manage resources regardless of the original tool used, making the platform adaptable to various infrastructure-as-code approaches.
Solution Approach 2:
An intermediary translation layer is introduced between the cloud infrastructure tools and the cloud management platform. Configuration files from tools like Terraform are converted into an intermediate cloud template format that the platform can understand and manage natively. This mediator enables compatibility without requiring the platform to support each tool's specific syntax and semantics directly.
2Ease of operation
If cloud infrastructure tools are integrated into the cloud management platform, then ease of operation is improved, but device complexity increases due to supporting multiple formats and tools
Solution Approach 1:
The system architecture is segmented into distinct functional layers: a configuration ingestion layer that handles various tool-specific formats, a translation layer that converts to internal representation, and a resource management layer that operates on the unified model. This segmentation isolates complexity to specific modules while maintaining simplicity in the user-facing management interface.
Solution Approach 2:
Instead of implementing native support for each cloud infrastructure tool's complex syntax and semantics, the system creates simplified copies or abstractions of resource definitions in a unified internal format. Configuration files from external tools are copied and transformed into this standardized representation, allowing the platform to manage resources through a consistent, simplified interface without directly handling the diversity of external tool formats.
3Adaptability or versatility
If multiple cloud service providers are supported, then adaptability is improved, but time required for creating and managing infrastructures increases
Solution Approach 1:
The cloud management platform provides universal multi-provider support through a single unified interface. Users can define cloud infrastructures that span multiple cloud service providers (AWS, Azure, Google Cloud, etc.) using the same configuration approach, and the platform automatically manages the provider-specific details, eliminating the need for separate management processes for each provider.
Solution Approach 2:
The system merges the management of multiple cloud providers into a single unified workflow. Configuration files can define resources across different providers simultaneously, and the platform combines the provisioning, monitoring, and management operations into one coordinated process, reducing the total time required compared to managing each provider separately.
Data Source
AI summary
This relates generally to create and manage a cloud infrastructure using a cloud infrastructure tool. An example method includes, at a server associated with a cloud management platform, receiving a configuration file associated with a cloud infrastructure tool describing a desired state of a cloud infrastructure; creating a cloud template based on the configuration file; determining cloud resources for achieving the desired state of the cloud infrastructure based on the cloud template; for each of the cloud resources: determining a type of the cloud resource; identifying a native resource associated with the cloud management platform based on the type of the resource; mapping an identification of the native resource to the cloud resource; and storing the mapping between the cloud resource and the native resource in a non-native format; and displaying a graphical user interface configured to display a topology for the cloud resources and the cloud infrastructure tool.