awesome-green-software

https://github.com/Green-Software-Foundation/awesome-green-software

Last synced: about 9 hours ago
JSON representation

Dev / Tooling
- AI
  - Beaker (Allen Institue For AI)
  - RAPL in Action: Experiences in Using RAPL for Power Measurements
  - Tool for tracking and predicting the energy consumption and carbon footprint of training deep learning models as described in Anthony et al. (2020)
  - Experiment Impact Tracker Library
  - carbontracker
  - FedZero - carbon distributed AI training. It is the successor of Lowcarb, which won the GSF CarbonHack 2022. [Related Paper](https://arxiv.org/pdf/2305.15092)
  - Beaker (Allen Institue For AI)
  - Beaker (Allen Institue For AI)
- Cloud-based
  - Customer Carbon Footprint Tool for AWS
  - Microsoft Emissions Impact Dashboard
  - Carbon Footprint
  - Gaia Gen
  - Green Cost Explorer
  - Cloud Jewels
  - kube-green - source k8s addon that automatically shuts down (some of) your resources when you don't need them.
  - Carbonifer
  - Gaia Gen
  - Gaia Gen
  - OVHcloud Carbon Calculator
  - Cloud Carbon Footprint - source cloud energy and carbon emissions measurement tool.
  - Green Metrics Tool - source (FOSS) tool to measure the energy / CO2 consumption of your software architecture.
  - Green Metrics Tool - source (FOSS) tool to measure the energy / CO2 consumption of your software architecture.
  - Cloud Carbon Footprint - source cloud energy and carbon emissions measurement tool.
  - Gaia Gen
  - Azure carbon optimization
  - Emissions savings estimator for Microsoft Cloud
  - Well Architected Framework for Sustainable Workloads
- Code based
  - codecarbon.io
  - JoularJX - time.
  - Kernel Tuner - tuner capable of [optimizing GPU code for energy efficiency](https://github.com/KernelTuner/kernel_tuner/blob/master/examples/cuda/going_green_performance_model.py).
  - Tracarbon
  - energy-consumption-measuring-toolkit
  - CAST Highlight
  - CAST Highlight
  - oaklean.io - intensive code sections and suggests eco-friendly alternatives.
  - carbonintensity-api
  - optimizing GPU code for energy efficiency
  - Creendengo
- OS based
  - ecoCode - specific energy smells
  - PowerAPI - defined power meter to estimate process-scale power consumption in real-time.
  - Clickclean.org
  - Fruggr
  - GreenFrame.io
  - WeDeex - Chrome
  - powercfg
- iOS
- Cloud based
  - Cloud Jewels: Estimating kWh in the Cloud
- General purpose
  - Carbon AppInsights - based solution for logging emissions data for Azure regions from Electricity Maps to Azure Monitor for alerting triggers and automated actions.
  - Carbon Aware SDK
  - Carbon Aware Computing Hangfire Extension
  - PSElectricityMaps
  - PSWattTime
  - Kepler - based Efficient Power Level Exporter) uses eBPF to probe energy-related system stats and exports as Prometheus metrics
  - PowerJoular
  - scaphandre
  - GreenIT-Analysis - design best practices defined by the "Collectif numérique responsible".
  - CO2Scope - time the CO2 emissions of IT services, virtual machines, and servers
  - Hardware Sentry
  - Vessim - simulation testbed for carbon-aware applications and systems that connects domain-specific simulators for renewable power generation and energy storage with real software and hardware. It was published at HotCarbon'24. [Git](https://github.com/dos-group/vessim) Publsihed in 2024
  - ML.ENERGY Leaderboard: How much energy do LLMs consume?
  - Zeus: Deep Learning Energy Measurement and Optimization
  - GreenScheduled - to-integrate scheduling library designed to run processes with carbon awareness in mind. It automatically schedules your process to start during the period of lowest carbon intensity, based on the configured zone and time window.
  - Approach to Sustainable Software – Python Applications
  - Carbon Aware Computing - Tools & Free forecast data - free, easy-to-use, ready-to-run tools for carbon-aware computing. The software contains a NuGet package, Powershell commands, and a live instance of the SDK. An open data carbon forecast for Europe is available in the JSON-Carbon SDK-compatible format.
  - Electricity Maps Datasets - based electricity datasets with hourly granularity and global coverage for free. The data includes flow-traced carbon intensity with direct and lifecycle emissions factors for 2021-2024.
  - Electricity Maps Free API - traced carbon intensity, electricity mix, renewable energy percentage, and carbon-free energy percentage data. Includes access to real-time data and past 24-hour data for one grid.
  - Experiment Runner - based experiments on any platform with dedicated plugins for energy related metrics collection.
  - Vessim - simulation testbed for energy-aware and carbon-aware applications and systems
- OS-based
  - PowDroid
Organizations
- iOS
- OS based
Articles / Books / Research
Courses
- iOS

Programming Languages

Python 7 Go 4 C# 3 JavaScript 3 Java 2 Rust 2 PowerShell 2 TypeScript 1 C 1 HTML 1

Categories

Articles / Books / Research 117 Dev / Tooling 92 Organizations 12 Courses 3

Sub Categories

Research 95 iOS 34 General purpose 21 Cloud-based 19 Articles 13 OS based 12 Code based 11 Books 9 AI 8 OS-based 1 Cloud based 1

Keywords

sustainability 7 carbon-footprint 6 energy 5 green-software 4 energy-efficiency 4 azure 4 carbon-emissions 4 green 3 powershell 3 power 3 energy-consumption 3 PowerJoular 2 software 2 mobile 2 machine-learning 2 rust-lang 2 electricity-consumption 2 prometheus 2 energy-monitor 2 co2 2 co2-emissions 2 powershell-module 2 github-actions 2 climate-change 2 sonarqube-plugin 2 cloud-native 2 sonarqube 2 ecodesign 2 cloud 2 kubernetes 2 carbon-aware 2 opencl-kernels 1 optimization 1 python 1 software-development 1 testing 1 aws 1 resources 1 k8s 1 bicep 1 downscale 1 co2-signal 1 non-sox 1 terraform 1 greenops 1 gcp 1 data-centers 1 java 1 joularjx 1 auto-tuning 1