00 - Green Software Foundation Principles: Carbon Efficiency for Devs
Green Software Foundation core principles: carbon efficiency, energy efficiency and carbon awareness for developers.
Green software: carbon-aware computing, energy-efficient algorithms, SCI (Software Carbon Intensity), sustainable cloud architecture e strumenti per misurare l'impatto ambientale del codice.
Green Software Foundation core principles: carbon efficiency, energy efficiency and carbon awareness for developers.
Using CodeCarbon to measure code CO2 emissions: setup, tracking, dashboard and optimization.
Integrating Climatiq REST API for GHG Protocol emissions calculations: Scope 1-3, activity-based estimation and reporting.
Using the Carbon Aware SDK to shift workloads to low carbon intensity times and regions.
Data modeling for Scope 1, 2, 3 emissions: data structure, calculations, aggregation and compliant ESG reporting.
Implementing GreenOps with Kubernetes: carbon-aware scheduling, emission-based scaling and real-time monitoring.
Building pipelines for Scope 3 value chain emissions tracking: supplier data collection, calculation and audit trail.
APIs for CSRD-compliant ESG reporting: workflow integration, report automation and European directive compliance.
Architecture patterns for sustainable software: storage optimization, smart caching and carbon-aware batch scheduling.
Quantifying and reducing ML training carbon footprint: measurement tools, optimization techniques and best practices.
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