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Host Chris Adams is joined by special guest Philipp Wiesner, a research associate and PhD student at TU Berlin, to discuss how computing systems can better align energy consumption with clean energy availability. Contributing to Project Vessim, Philipp explains how researchers are now able to model different energy consumption scenarios, from solar and wind power integration to the complexities of modern grids despite the scarcity of available testing environments. They discuss federated learning and its role in carbon-aware designs, along with challenges in tracking real energy savings. Tune in to learn about the future of carbon-aware computing and the tools being developed to help software become more sustainable. Learn more about our people: Chris Adams: LinkedIn | GitHub | Website Philipp Wiesner: LinkedIn |GitHub | Portfolio Find out more about the GSF: The Green Software Foundation Website Sign up to the Green Software Foundation Newsletter News: Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud [03:26] FedZero: Leveraging Renewable Excess Energy in Federated Learning | Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems [11:56] Vessim: A Testbed for Carbon-Aware Applications and Systems Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads Events: 1st International Workshop on Low Carbon Computing | (December 3) [41:26] Code Green: The Intersection of Software Engineering and Sustainability | (September 12 at 11:00 am AEST · Virtual) [44:41] Doing for Sustainability, What Open Source Did for Software | (September 16 at 11:20 CEST · Vienna) [45:02] Engineering a Greener Future for IT | (September 18 at 5:00 pm BST · London) [45:24] Collaborating On Digital Sustainability | (September 18 at 6:00 pm BST · Brighton) [45:33] Green IO London | (September 19th - 9:00-18:00 - London) [45:45] Resources: Environment Variables | Episode 9 w/ Philippe Wiesner [02:48] Vessim: A Testbed for Carbon-Aware Applications and Systems [04:42] Towards More Carbon-Efficient Federated Learning (Flower Monthly 2024-04) [13:18] Vessim | GitHub [24:02] FedZero | GitHub Let's Wait Awhile | GitHub Kepler [26:08] GitHub - green-coding-solutions/cloud-energy: Cloud Energy is an XGBoost & linear model based on the energy data from the SPECPower database for the cloud to estimate wattage consumption of server by just a few input variables [26:14] [2210.04951] Ecovisor: A Virtual Energy System for Carbon-Efficient Applications [29:14] The Trouble with European Green Electricity Certificates | Industry Decarbonization Newsletter [40:07] Software‐in‐the‐loop simulation for developing and testing carbon‐aware applications - Wiesner - 2023 If you enjoyed this episode then please either: Follow, rate, and review on Apple Podcasts Follow and rate on Spotify Watch our videos on The Green Software Foundation YouTube Channel! Connect with us on Twitter, Github and LinkedIn!