{"version":"1.0","type":"rich","provider_name":"Acast","provider_url":"https://acast.com","height":250,"width":700,"html":"<iframe src=\"https://embed.acast.com/$/68dc7cef46a2532cdd8d1c23/68ee7dc406cd1a7c239d46e7?\" frameBorder=\"0\" width=\"700\" height=\"250\"></iframe>","title":"Software Architecture for Sustainability","thumbnail_width":200,"thumbnail_height":200,"thumbnail_url":"https://open-images.acast.com/shows/68dc7cef46a2532cdd8d1c23/1760459634614-0937b7de-9ffc-4918-b88c-3ea37171dd74.jpeg?height=200","description":"<p>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.</p><p><br></p><p><strong>Learn more about our people:</strong></p><ul><li>Anne Currie: <a href=\"https://uk.linkedin.com/in/annecurrie\" rel=\"noopener noreferrer\" target=\"_blank\">LinkedIn</a> | <a href=\"https://www.strategically.green/\" rel=\"noopener noreferrer\" target=\"_blank\">Website</a></li><li>Karthik Vaidhyanathan: <a href=\"https://in.linkedin.com/in/karthikv1392\" rel=\"noopener noreferrer\" target=\"_blank\">LinkedIn</a> | <a href=\"https://github.com/karthikv1392\" rel=\"noopener noreferrer\" target=\"_blank\">GitHub</a> | <a href=\"https://karthikvaidhyanathan.com/\" rel=\"noopener noreferrer\" target=\"_blank\">Website</a></li></ul><p><br></p><p><strong>Find out more about the GSF:</strong></p><ul><li><a href=\"https://greensoftware.foundation/\" rel=\"noopener noreferrer\" target=\"_blank\">The Green Software Foundation Website</a>&nbsp;</li><li>Sign up to the <a href=\"https://greensoftware.foundation/\" rel=\"noopener noreferrer\" target=\"_blank\">Green Software Foundation Newsletter</a></li></ul><p><br></p><p><strong>Resources:</strong></p><ul><li><a href=\"https://arxiv.org/abs/1706.03762\" rel=\"noopener noreferrer\" target=\"_blank\">Attention Is All You Need</a> [06:34]</li><li><a href=\"https://podcasts.castplus.fm/e/x814klmn-backstage-the-green-software-movement-platform\" rel=\"noopener noreferrer\" target=\"_blank\">Environment Variables Ep119 Backstage: The Green Software Movement Platform</a> [13:16]&nbsp;</li><li><a href=\"https://www.linkedin.com/posts/karthikv1392_aisummit-ecsa2025-saral-activity-7371576553526325249-S-Wb/\" rel=\"noopener noreferrer\" target=\"_blank\">SustAInd</a> [33:01]</li><li><a href=\"https://www.linkedin.com/posts/karthikv1392_join-us-in-welcoming-the-international-institute-activity-7349102789253353472-_Wuy?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAkCGZgB7Sv342-jEBG8DF6CvJtpvOCdGAc\" rel=\"noopener noreferrer\" target=\"_blank\">HarmonE</a> [36:00]&nbsp;</li><li><a href=\"https://sa4s-serc.github.io/\" rel=\"noopener noreferrer\" target=\"_blank\">SA4S @ SERC</a> [36:33]</li></ul><p><br></p><p><strong>If you enjoyed this episode then please either:</strong></p><ul><li>Follow, rate, and review on <a href=\"https://podcasts.apple.com/us/podcast/environment-variables/id1618265745\" rel=\"noopener noreferrer\" target=\"_blank\">Apple Podcasts</a></li><li>Follow and rate on <a href=\"https://open.spotify.com/episode/0C4N7dk5p461ugjeoZGLqz\" rel=\"noopener noreferrer\" target=\"_blank\">Spotify</a></li><li>Watch our videos on The Green Software Foundation <a href=\"https://www.youtube.com/channel/UCj0m2KL1yQzcCbmSj7AaAoA/videos\" rel=\"noopener noreferrer\" target=\"_blank\">YouTube Channel!</a></li><li>Connect with us on <a href=\"https://twitter.com/gsfcommunity?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor\" rel=\"noopener noreferrer\" target=\"_blank\">Twitter</a>, <a href=\"https://github.com/Green-Software-Foundation\" rel=\"noopener noreferrer\" target=\"_blank\">Github</a> and <a href=\"https://www.linkedin.com/company/green-software-foundation/\" rel=\"noopener noreferrer\" target=\"_blank\">LinkedIn</a>!</li></ul>","author_name":"Green Software Foundation"}