Cost management github

  • How to manage costs?

    While cost management is viewed as a continuous process, it helps to split the function into four steps: resource planning, estimation, budgeting and control.
    They are mostly sequential, but it's possible that some resource changes happen midway through the project, forcing the budgets to be adjusted..

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How can AI improve cost management?

With new AI-powered functionality in Cost Management, AI can assist you improve visibility, accountability and optimization in the following scenarios:

  • Analysis - Provide prompts in natural language
  • such as :
  • "Summarize my invoice" or "Why is my cost higher this month?" and receive instant responses.
    • ,

    How to optimize cost and performance in Azure Machine Learning?

    One of the key methods of optimizing cost and performance is by parallelizing the workload with the help of parallel run step in Azure Machine Learning.
    This pipeline step allows you to use many smaller nodes to execute the task in parallel, which allows you to scale horizontally.
    There's an overhead for parallelization though.

    ,

    What is Azure Cost Management Template?

    It is designed to augment the Azure Cost Management APIs with organizational metadata to help establish deeper Azure cost management governance.
    The template enables extensive drill-down into all Azure costs and analyzes those costs against organizational defined Tags such as:

  • Application
  • Cost Center
  • Division
  • Business Unit
  • Owner etc.

    • Categories

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