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        <title>Carbon measurement and energy attribution for processes and hardware devices in the Linux kernel</title>
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        <description>This talk details the recent carbon measurement infrastructure developments in power subsystems in the Linux kernel. The objective is to determine the energy consumption and link it to carbon emissions of hardware devices and software applications (processes). This infrastructure allows the programmers and users to see which hardware devices and processes are responsible for the system's energy consumption and carbon emissions. These statistics are extremely useful for both user-level applications and kernel developers. Major objectives in this talk would include a detailed discussion on the development of the required infrastructure and multivariate regression models to determine application and hardware device energy consumption. FOSSDEM would be a great platform to present the work done so far to the open-source software developer community and get feedback to further improve and fine-tune models toward better predictions. There are also privacy concerns attached to this data, which need feedback from more developers. Speaker: Aditya Manglik, Track: Energy: Reimagining this Ecosystem through Open Source devroom, Room: H.2214, When: Saturday 3 February 2024, 16:30–16:55 (Brussels time), Schedule: FOSDEM 2024 event page, Slides &amp; links Slides, Licence: Creative Commons Attribution 2.0 Belgium (CC BY 2.0 BE) (as stated in the FOSDEM video archive). Attribution: “Carbon measurement and energy attribution for processes and hardware devices in the Linux kernel” by Aditya Manglik, FOSDEM 2024. Original recording: 2024/h2214/fosdem-2024-1885-carbon-measurement-and-energy-attribution-for-processes-and-hardware-devices-in-the-linux-kernel.av1.webm from the FOSDEM video archive. This channel is an unofficial mirror; FOSDEM is a free and non-commercial event organised by the community for the community.</description>
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