Ahead of the Curve: Leveraging Periodicity to Improve Job Placement in Data Centers
Xiaoding Guan, Noman Bashir, David Irwin, and Prashant ShenoyIC2E 2025EcoLearn: Optimizing the Carbon Footprint of Federated Learning
Talha Mehboob, Noman Bashir, Jesus Omana Iglesias, Michael Zink, and David IrwinSEC 2025LLM-Driven Auto Configuration for Transient IoT Device Collaboration
Hetvi Shastri, Walid Hanafy, Li Wu, David Irwin, Mani Srivastava, and Prashant ShenoySEC 2025PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training
Talha Mehboob, Luanzheng Guo, Nathan R. Tallant, Michael Zink, and David IrwinSoCC 2025FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments
Li Wu, Walid Hanafy, Tarek Abdelzaher, David Irwin, Jesse Milzman, and Prashant ShenoySoCC 2025Optimal Data Center Load Scheduling in Power System Operation
Irfanul Hasan, Yuanrui Sang, David Irwin, and Golbon ZakeriNAPS 2025A Vision for Computational Decarbonization of Societal Infrastructure
David Irwin, Prashant Shenoy, Mohammad Hajiesmaili, Walid A. Hanafy, Jimi Oke, Ramesh Sitaraman, Yuvraj Agarwal, Geoffrey J. Gordon, Zico Kolter, Deepak Rajagopal, Mani Srivastava, Vivienne Sze, Priya Donti, Andrew Chien, John Birge, Ali Hortacsu, Line RoaldIEEE Internet Computing 2025Data Centers Carbon Emissions at Crossroads: An Empirical Study
Diptyaroop Maji, Walid A. Hanafy, Li Wu, David Irwin, Ramesh Sitaraman, and Prashant ShenoyHotCarbon 2025A First Look at Node-Level Curtailment of Renewable Energy and its Implications
Diptyaroop Maji, David Irwin, Prashant Shenoy, and Ramesh K. Sitaramane-Energy 2025CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing
Li Wu, Walid A. Hanafy, Abel Souza, Khai Nguyen, Jan Harkes, David Irwin, Mahadev Satyanarayanan, and Prashant ShenoyHPDC 2025GreenThrift: Optimizing Carbon and Cost for Flexible Residential Loads
Phuthipong Bovornkeeratiroj, Walid A. Hanafy, David Irwin, and Prashant ShenoyJCSS 2025Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments
Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, and Prashant ShenoySenSys 2025