The growing energy demands of modern software systems necessitate precise tools for energy assessment, yet current approaches are constrained by sampling rates or platform dependencies. We present FAMLEM (FAst ModuLar Energy Meter), a platform-independent system combining hardware probes, performance profiling, and analysis software to measure component-level energy consumption at 3.5 kHz with 1.17% maximum error. FAMLEM simultaneously attributes energy consumption to specific code regions and hardware components, enabling developers to identify energy hotspots and optimize software efficiency. We detail FAMLEM’s implementation, validate its accuracy, and release it as open-source software.
Tue 24 JunDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
16:00 - 17:40 | Fairness and GreenJournal First / Research Papers / Demonstrations at Aurora A Chair(s): Aldeida Aleti Monash University | ||
16:00 10mTalk | MANILA: A Low-Code Application to Benchmark Machine Learning Models and Fairness-Enhancing Methods Demonstrations Giordano d'Aloisio University of L'Aquila Pre-print Media Attached | ||
16:10 20mTalk | Fairness Testing of Machine Translation Systems Journal First Zeyu Sun Institute of Software, Chinese Academy of Sciences, Zhenpeng Chen Nanyang Technological University, Jie M. Zhang King's College London, Dan Hao Peking University | ||
16:30 20mTalk | Bias behind the Wheel: Fairness Testing of Autonomous Driving Systems Journal First Xinyue Li Peking University, Zhenpeng Chen Nanyang Technological University, Jie M. Zhang King's College London, Federica Sarro University College London, Ying Zhang Peking University, Xuanzhe Liu Peking University | ||
16:50 10mTalk | FAMLEM, the FAst ModuLar Energy Meter at Code Level Demonstrations Max Weber Leipzig University, Johannes Dorn Leipzig University, Sven Apel Saarland University, Norbert Siegmund Leipzig University | ||
17:00 20mTalk | NLP Libraries, Energy Consumption and Runtime - An Empirical Study Research Papers Rajrupa Chattaraj Indian Institute of Technology Tirupati, India, Sridhar Chimalakonda Indian Institute of Technology Tirupati DOI | ||
17:20 20mTalk | An adaptive language-agnostic pruning method for greener language models for code Research Papers Mootez Saad Dalhousie University, José Antonio Hernández López Linköping University, Boqi Chen McGill University, Daniel Varro Linköping University / McGill University, Tushar Sharma Dalhousie University DOI Pre-print | ||
Aurora A is the first room in the Aurora wing.
When facing the main Cosmos Hall, access to the Aurora wing is on the right, close to the side entrance of the hotel.