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InfoQ Software Architecture and Design Trends Report - April 2024
The InfoQ Trends Reports offer InfoQ readers a comprehensive overview of key topics worthy of attention. The reports also guide the InfoQ editorial team towards cutting-edge technologies in our reporting. In conjunction with the report and trends graph, our accompanying podcast features insightful discussions among the editors digging deeper into some of the trends.
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Managing the Carbon Emissions Associated with Generative AI
There’s an increasing concern about the energy use and corresponding carbon emissions of generative AI models. And while the concerns may be overhyped, they still require attention, especially as generative AI becomes integrated into our modern life. Factors such as model architecture, transparency and quantization of models are required to decrease carbon emission from AI systems.
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Actionable Green Choices for Your Software, Your Products, and You
Climate change is no longer just a huge worry cloud hanging over our heads. There are solutions, choices, and actions we can take - for ourselves, our children, and the future. This article gives you information about some of those choices: some bare glimpses into the art of the possible; others are tried and tested methods with known outcomes.
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Minimising the Impact of Machine Learning on our Climate
This article introduces the field of green software engineering, showing the Green Software Foundation’s Software Carbon Intensity Specification, which is used to estimate the carbon footprint of software, and discusses ideas on how to make machine learning greener. It aims to give you the tools to take an active part in the climate solution.
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InfoQ Software Architecture and Design Trends Report - April 2023
This article provides an overview of how the InfoQ editorial team sees the Software Architecture and Design topic evolving in 2023, with a focus on what architects are designing for today.
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Technology's Carbon Impact and What You Can Do about It
Achieving a balance between growth and efficiency can be a formidable task. However, software engineers can play a critical role at the nexus of both. This article discusses open source software tools and methodologies for balancing carbon with growth across IT organizations, and provides actionable approaches to greening IT organizations.
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InfoQ Software Trends Report: Major Trends in 2022 and What to Watch for in 2023
2022 was another year of significant technological innovations and trends in the software industry and communities. The InfoQ podcast co-hosts met last month to discuss the major trends from 2022, and what to watch for in 2023. This article is a summary of the 2022 software trends podcast.
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How to Measure the Energy Consumption of Bugs
Software engineers should accept their responsibility for taking energy consumption and carbon dioxide emissions into account when developing software; they have a big responsibility towards nature, our environment and sustainability. This article sheds light on how software engineers can this perspective into account, zooming in on energetic shortcomings or bottlenecks of bugs.
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Green IoT for Energy Efficiency and Environmental Sustainability
The growth of IoT has resulted in improving connectivity amongst devices worldwide. Green IoT represents the energy efficient procedures adopted by IoT devices to achieve a sustainable and safer world. In order to green the IoT, it will be necessary to use less energy, look for new resources, reduce the negative effects of the IoT on human health, and cause less environmental disruption.
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How to Fight Climate Change as a Software Engineer
We need to reduce and eliminate greenhouse gas emissions to stop climate change. But what role does software play, and what can software engineers do? Let’s take a look under the hood to uncover the relationship between greenhouse gas emissions and software, learn about the impact that we can have, and identify concrete ways to reduce emissions when creating and running software.
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Leveraging the Agile Manifesto for More Sustainability
This article explores what sustainability means exactly, the current status of sustainability of the major agile organizations (Agile Alliance and Scrum Alliance), and the impact of software development on sustainability. The main focal point of this article is using the principles of the Agile Manifesto to guide actions that contribute to more sustainability.
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Software Architecture and Design InfoQ Trends Report—April 2021
An overview of how the InfoQ editorial team sees the Software Architecture and Design topic evolving in 2021, with a focus on what architects are designing for today.