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Software Architecture for Sustainability

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Manage episode 513955508 series 3336430
Content provided by Asim Hussain and Green Software Foundation. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Asim Hussain and Green Software Foundation or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Guest host Anne Currie speaks with Karthik Vaidhyanathan, Assistant Professor at IIIT Hyderabad, about integrating sustainability into AI development. They discuss how the world can balance digital growth with renewable energy goals and how AI systems can be designed to be energy-efficient rather than energy-intensive. Karthik shares insights from his research on sustainable AI and MLOps, including dynamically selecting and retraining models to cut energy use and costs without compromising performance. The conversation underscores the importance of dynamic system design and collaboration across academia, industry, and government to make sustainability a core principle in software engineering.


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123 episodes

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Manage episode 513955508 series 3336430
Content provided by Asim Hussain and Green Software Foundation. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Asim Hussain and Green Software Foundation or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Guest host Anne Currie speaks with Karthik Vaidhyanathan, Assistant Professor at IIIT Hyderabad, about integrating sustainability into AI development. They discuss how the world can balance digital growth with renewable energy goals and how AI systems can be designed to be energy-efficient rather than energy-intensive. Karthik shares insights from his research on sustainable AI and MLOps, including dynamically selecting and retraining models to cut energy use and costs without compromising performance. The conversation underscores the importance of dynamic system design and collaboration across academia, industry, and government to make sustainability a core principle in software engineering.


Learn more about our people:

Find out more about the GSF:

Resources:

If you enjoyed this episode then please either:


Hosted on Acast. See acast.com/privacy for more information.

  continue reading

123 episodes

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