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State of FinOps ’24: Top Priorities Shift to Reducing Waste and Managing Commitments

FinOps Foundation

Key Insight: With economic pressure increasing across the world in 2023, many organizations are leaning on their FinOps teams to help prioritize cloud optimizations. Sustainability teams have limited intersection with FinOps teams today, but that number is expected to increase substantially in the future.

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How to debug and profile ML model training

FinOps in Practice

For instance, OptScale , a FinOps and MLOps open source platform, gives full transparency and a deep analysis of internal and external metrics to identify training issues. on GitHub → [link] The post How to debug and profile ML model training first appeared on FinOps in Practice.

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Developing a FinOps Mindset (using Azure tools with costs in mind)

Azure FinOps

Just as it’s important to track costs using FinOps principles in an organization’s Azure estate, it’s (obviously) just as important to do the same for your test environment. I keep a personal tenant for this reason; something I recommend as a learning tool. per 730 hours (a month) At a rate of.20

FinOps 52
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Developing a FinOps Mindset (using Azure tools with costs in mind)

Azure FinOps

Just as it’s important to track costs using FinOps principles in an organization’s Azure estate, it’s (obviously) just as important to do the same for your test environment. I keep a personal tenant for this reason; something I recommend as a learning tool. per 730 hours (a month) At a rate of.20

FinOps 52
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GCP Cloud Logging Pricing

finout

Unfortunately, for many companies, the cost implications of cloud technologies have not been sufficiently addressed, even with the rising number of FinOps solutions dedicated to reducing cloud spend.

FinOps 52
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How To Reduce Logging Costs in GCP

finout

5 Ways to Reduce Logging Costs in GCP Reducing Cloud Logging Costs On the Google Cloud Platform (GCP), Cloud Logging is a dedicated service that collects, organizes, analyzes, and monitors your log data, making it easier to troubleshoot and monitor applications, infrastructure, and services. Table of Contents How Much Does GCP Logging Cost?

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What are the main challenges of the MLOps process?

FinOps in Practice

For the convenience of the reader and at the same time for the sake of attention, we will divide it into the following four (plus one, never-ending) stages: Data Collection and Preparation; Model Training and Evaluation; Model Deployment; Monitoring and Management; Continuous Improvement. first appeared on FinOps in Practice.

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