publications

Below you can find a list of selected publications including supplementary links. In all publications, the authorship order follows the following rule: Ph.D. students in the order of their contributions, postdocs in the order of their contributions, advisors in the order of their contribution, with the first author's advisor at the last.

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1. MIT 2024

   Noman Bashir, Priya Donti, James Cuff, Sydney Sroka, and 4 more authors

   - The Climate and Sustainability Implications of Generative AI.

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2. EuroSys 2024

   Thanathorn Sukprasert, Abel Souza, Noman Bashir, David Irwin, and 1 more author

   - On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud.

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3. ASPLOS 2024

   Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, and 2 more authors

   - Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

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4. SIGMETRICS 2024

   Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, and 3 more authors

   - Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms.

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5. SIGMETRICS 2024

   Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, and 1 more author

   - CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.

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6. SIGMETRICS 2024

   Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, and 3 more authors

   - The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting.

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7. e-Energy 2024

   Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, and 2 more authors

   - LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand.

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8. e-Energy 2024

   Thanathorn Sukprasert, Noman Bashir, Abel Souza, David Irwin, and 1 more author

   - On the Implications of Choosing Average versus Marginal Carbon Intensity Signals on Carbon-aware Optimizations.

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9. e-Energy 2024

   Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant Shenoy, and 1 more author

   - A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing Platforms.

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10. e-Energy 2024

    Diptyaroop Maji, Noman Bashir, David Irwin, Prashant Shenoy, and 1 more author

    - The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy,.

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1. ASPLOS 2023

   Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, and 3 more authors

   - Ecovisor: A Virtual Energy System for Carbon-Efficient Applications.

   @inproceedings{DBLP:conf/asplos/SouzaBMHL0S23,
     author = {Souza, Abel and Bashir, Noman and Murillo, Jorge and Hanafy, Walid A. and Liang, Qianlin and Irwin, David E. and Shenoy, Prashant J.},
     editor = {Aamodt, Tor M. and Jerger, Natalie D. Enright and Swift, Michael M.},
     title = {Ecovisor: {A} Virtual Energy System for Carbon-Efficient Applications},
     booktitle = {{ACM} ASPLOS},
     pages = {252--265},
     publisher = {{ACM}},
     year = {2023},
     url = {https://doi.org/10.1145/3575693.3575709},
     doi = {10.1145/3575693.3575709},
     timestamp = {Tue, 21 Mar 2023 20:56:30 +0100},
     biburl = {https://dblp.org/rec/conf/asplos/SouzaBMHL0S23.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

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2. e-Energy 2023

   Noman Bashir, Yasra Chandio, David Irwin, Fatima M. Anwar, and 2 more authors

   - Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems.

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3. e-Energy 2023

   Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, and 1 more author

   - Equitable Network-Aware Decarbonization of Residential Heating at City Scale.

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4. SoCC 2023

   John Thiede, Noman Bashir, David Irwin, and Prashant Shenoy

   - Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions,.

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5. IoTDI 2023

   Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahemd Ali-Eldin, and 2 more authors

   - Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI.

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6. SEC 2023

   Qianlin Liang, Walid A. Hanafy, Noman Bashir, David Irwin, and 1 more author

   - Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads.

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7. Performance 2023

   Xiaoding Guan, Noman Bashir, David Irwin, and Prashant Shenoy

   - WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters.

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8. HotCarbon 2023

   Noman Bashir, David Irwin, and Prashant Shenoy

   - On the Promise and Pitfalls of Optimizing Embodied Carbon.

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9. HotCarbon 2023

   Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David Irwin, and 2 more authors

   - The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization.

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1. HotCarbon 2022

   Noman Bashir, David Irwin, Prashant J. Shenoy, and Abel Souza

   - Sustainable Computing - Without the Hot Air.

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2. BuildSys 2022

   John Wamburu, Noman Bashir, David Irwin, and Prashant J. Shenoy

   - Data-driven Decarbonization of Residential Heating Systems.

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1. SoCC 2021

   Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David Irwin, and 4 more authors

   - Enabling Sustainable Clouds: The Case for Virtualizing the Energy System.

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2. EuroSys 2021

   Noman Bashir, Nan Deng, Krzysztof Rzadca, David Irwin, and 2 more authors

   - Take it to the Limit: Peak Prediction-driven Resource Overcommitment in datacenters.

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3. SUSCOM 2021

   Noman Bashir, David Irwin, and Prashant J. Shenoy

   - A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets.

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4. SoCC 2021

   Pradeep Ambati, Noman Bashir, David Irwin, and Prashant J. Shenoy

   - Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud.

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1. COMPASS 2020

   Santiago Correa, Noman Bashir, Andrew Tran, David Irwin, and 1 more author

   - Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems.

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2. COMPASS 2020

   Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Irwin, and 1 more author

   - [notes] SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays.

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3. SC 2020

   Pradeep Ambati, Noman Bashir, David Irwin, and Prashant J. Shenoy

   - Waiting Game: Optimally Provisioning Fixed Resources for Cloud-enabled Schedulers.

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4. BuildSys 2020

   Noman Bashir, David Irwin, and Prashant J. Shenoy

   - DeepSnow: Modeling the Impact of Snow on Solar Generation.

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1. MASS 2019

   Noman Bashir, Dong Chen, David Irwin, and Prashant J. Shenoy

   - Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting.

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1. BuildSys 2018

   Noman Bashir, David Irwin, and Prashant J. Shenoy

   - Helios: A Programmable Software-defined Solar Module.

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1. BuildSys 2017

   Noman Bashir, David Irwin, Prashant J. Shenoy, and Jay Taneja

   - Enforcing Fair Grid Energy Access for Controllable Distributed Solar Capacity.

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