David E. Irwin

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 124

Top Venues

Publications

Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. CoRR (2024)
Thanathorn Sukprasert, Abel Souza, Noman Bashir, David E. Irwin, Prashant J. Shenoy
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. EuroSys (2024)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. SIGMETRICS/Performance (Abstracts) (2024)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. ASPLOS (3) (2024)
Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. SIGMETRICS Perform. Evaluation Rev. 51 (4) (2024)
Bin Wang, David E. Irwin, Prashant J. Shenoy, Don Towsley
INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing. INFOCOM (2024)
John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC (2023)
Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR (2023)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. CoRR (2023)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR (2023)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. CoRR (2023)
Talha Mehboob, Noman Bashir, Michael Zink, David E. Irwin
Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters. ICPE (2023)
Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin, Mohammad Hajiesmaili
Quantifying the Decarbonization Potential of Flexible Load. BuildSys@SenSys (2023)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon (2023)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. HotCarbon (2023)
Noman Bashir, Yasra Chandio, David E. Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. e-Energy (2023)
Qianlin Liang, Walid A. Hanafy, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. sec (2023)
Noman Bashir, Yasra Chandio, David E. Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. CoRR (2023)
John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. CoRR (2023)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR (2023)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Anupama Sitaraman, Noman Bashir, David E. Irwin, Prashant J. Shenoy
No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems. IGSC (2023)
Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy
Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. IoTDI (2023)
Thanathorn Sukprasert, Abel Souza, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. CoRR (2023)
Talha Mehboob, Noman Bashir, Jesús Omana Iglesias, Michael Zink, David E. Irwin
CEFL: Carbon-Efficient Federated Learning. CoRR (2023)
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David E. Irwin, Prashant J. Shenoy
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. ASPLOS (2) (2023)
Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. IGSC (2023)
Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy
WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation 162 (2023)
John Wamburu, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Data-driven decarbonization of residential heating systems. BuildSys@SenSys (2022)
John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy
Data-driven decarbonization of residential heating systems: an equity perspective. e-Energy (2022)
Noman Bashir, David E. Irwin, Prashant J. Shenoy, Abel Souza
Sustainable Computing - Without the Hot Air. CoRR (2022)
Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy
PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. COMPASS (2022)
Akansha Singh Bansal, Trapit Bansal, David E. Irwin
A moment in the sun: solar nowcasting from multispectral satellite data using self-supervised learning. e-Energy (2022)
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David E. Irwin, Prashant J. Shenoy
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. CoRR (2022)
John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin
AutoShare: Virtual community solar and storage for energy sharing. Energy Inform. 4 (1) (2021)
John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy
Towards equity in energy efficiency analyses. BuildSys@SenSys (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. SoCC (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. CoRR (2021)
Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. Trans. Data Sci. 2 (1) (2021)
Noman Bashir, Nan Deng, Krzysztof Rzadca, David E. Irwin, Sree Kodak, Rohit Jnagal
Take it to the limit: peak prediction-driven resource overcommitment in datacenters. EuroSys (2021)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets. Sustain. Comput. Informatics Syst. 29 (Part) (2021)
Amee Trivedi, Phuthipong Bovornkeeratiroj, Joseph Breda, Prashant J. Shenoy, Jay Taneja, David E. Irwin
Phone-based ambient temperature sensing using opportunistic crowdsensing and machine learning. Sustain. Comput. Informatics Syst. 29 (Part) (2021)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud. SoCC (2021)
Akansha Singh Bansal, Trapit Bansal, David E. Irwin
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning. CoRR (2021)
Michael Zink, David E. Irwin, Emmanuel Cecchet, Hakan Saplakoglu, Orran Krieger, Martin C. Herbordt, Michael Daitzman, Peter Desnoyers, Miriam Leeser, Suranga Handagala
The Open Cloud Testbed (OCT): A Platform for Research into new Cloud Technologies. CloudNet (2021)
Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy
VPeak: exploiting volunteer energy resources for flexible peak shaving. BuildSys@SenSys (2021)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Emission-aware Energy Storage Scheduling for a Greener Grid. e-Energy (2020)
Pradeep Ambati, Noman Bashir, David E. Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. CoRR (2020)
Pradeep Ambati, David E. Irwin, Prashant J. Shenoy
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. HotCloud (2020)
Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Beka Kosanovic
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. CoRR (2020)
Akansha Singh Bansal, David E. Irwin
See the Light: Modeling Solar Performance using Multispectral Satellite Data. BuildSys@SenSys (2020)
Qianlin Liang, Prashant J. Shenoy, David E. Irwin
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. CoRR (2020)
Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Emission-aware Energy Storage Scheduling for a Greener Grid. CoRR (2020)
Pradeep Ambati, David E. Irwin, Prashant J. Shenoy
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. CoRR (2020)
Akhil Soman, Amee Trivedi, David E. Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. e-Energy (2020)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. SC (2020)
Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Dragoljub Kosanovic
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. COMPASS (2020)
John Wamburu, Christopher Raff, David E. Irwin, Prashant J. Shenoy
Greening Electric Bike Sharing Using Solar Charging Stations. BuildSys@SenSys (2020)
Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. CoRR (2020)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
DeepSnow: Modeling the Impact of Snow on Solar Generation. BuildSys@SenSys (2020)
Phuthipong Bovornkeeratiroj, Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy
RepEL: A Utility-Preserving Privacy System for IoT-Based Energy Meters. IoTDI (2020)
Pradeep Ambati, Noman Bashir, David E. Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. IC2E (2020)
Akansha Singh Bansal, David E. Irwin
Exploiting Satellite Data for Solar Performance Modeling. SmartGridComm (2020)
Akhil Soman, Amee Trivedi, David E. Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. CoRR (2020)
Qianlin Liang, Prashant J. Shenoy, David E. Irwin
AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. IISWC (2020)
Santiago Correa, Noman Bashir, Andrew Tran, David E. Irwin, Jay Taneja
Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems. COMPASS (2020)
David E. Irwin, Prashant J. Shenoy, Pradeep Ambati, Prateek Sharma, Supreeth Shastri, Ahmed Ali-Eldin
The Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers. ICCCN (2019)
Noman Bashir, Dong Chen, David E. Irwin, Prashant J. Shenoy
Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting. MASS (2019)
Pradeep Ambati, David E. Irwin, Prashant J. Shenoy, Lixin Gao, Ahmed Ali-Eldin, Jeannie R. Albrecht
Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources. IC2E (2019)
Pradeep Ambati, David E. Irwin
Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. SIGMETRICS (Abstracts) (2019)
Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David E. Irwin, Prashant J. Shenoy, Benjamin M. Marlin
Inferring Smart Schedules for Dumb Thermostats. ACM Trans. Cyber Phys. Syst. 3 (2) (2019)
Akansha Singh Bansal, David E. Irwin
On the Feasibility, Cost, and Carbon Emissions of Grid Defection. SmartGridComm (2019)
Pradeep Ambati, David E. Irwin
Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Sean Kenneth Barker, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy
Building Virtual Power Meters for Online Load Tracking. ACM Trans. Cyber Phys. Syst. 3 (2) (2019)
Noman Bashir, Dong Chen, David E. Irwin, Prashant J. Shenoy
Solar-TK: A Solar Modeling and Forecasting Toolkit. BuildSys@SenSys (2019)
Joseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David E. Irwin, Prashant J. Shenoy, Jay Taneja
Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing. BuildSys@SenSys (2019)
David E. Irwin, A. J. Brush, Mike Hazas, Jeannie Albrecht
Smart Homes: Implemented. IEEE Pervasive Comput. 18 (2) (2019)
Prateek Sharma, Stephen Lee, Tian Guo, David E. Irwin, Prashant J. Shenoy
Managing Risk in a Derivative IaaS Cloud. IEEE Trans. Parallel Distributed Syst. 29 (8) (2018)
Dong Chen, Phuthipong Bovornkeeratiroj, David E. Irwin, Prashant J. Shenoy
Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era. ICDCS (2018)
Guoyi Zhao, Lixin Gao, David E. Irwin
Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources. IEEE BigData (2018)
Noman Bashir, David E. Irwin, Prashant J. Shenoy, Jay Taneja
Mechanisms and Policies for Controlling Distributed Solar Capacity. ACM Trans. Sens. Networks 14 (3-4) (2018)
Dong Chen, Joseph Breda, David E. Irwin
Staring at the sun: a physical black-box solar performance model. BuildSys@SenSys (2018)
Supreeth Shastri, David E. Irwin
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. CoRR (2018)
Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil
WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale. KDD (2018)
Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin
vSolar: Virtualizing Community Solar and Storage for Energy Sharing. e-Energy (2018)
John Wamburu, Stephen Lee, Prashant J. Shenoy, David E. Irwin
Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage. e-Energy (2018)
Cong Wang, Michael Zink, David E. Irwin
Energy-agile design for parallel HPC applications. Sustain. Comput. Informatics Syst. 19 (2018)
Supreeth Shastri, David E. Irwin
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. SoCC (2018)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
Helios: a programmable software-defined solar module. BuildSys@SenSys (2018)
Supreeth Shastri, David E. Irwin
Towards Index-based Global Trading in Cloud Spot Markets. HotCloud (2017)
Prateek Sharma, David E. Irwin, Prashant J. Shenoy
Keep It Simple: Bidding for Servers in Today's Cloud Platforms. IEEE Internet Comput. 21 (3) (2017)
Dong Chen, David E. Irwin
Weatherman: Exposing weather-based privacy threats in big energy data. IEEE BigData (2017)
Akansha Singh, Stephen Lee, David E. Irwin, Prashant J. Shenoy
SunShade: enabling software-defined solar-powered systems. ICCPS (2017)
Dong Chen, David E. Irwin
SunDance: Black-box Behind-the-Meter Solar Disaggregation. e-Energy (2017)
Srinivasan Iyengar, Navin Sharma, David E. Irwin, Prashant J. Shenoy, Krithi Ramamritham
A Cloud-Based Black-Box Solar Predictor for Smart Homes. ACM Trans. Cyber Phys. Syst. 1 (4) (2017)
Dong Chen, David E. Irwin
Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Prateek Sharma, David E. Irwin, Prashant J. Shenoy
Portfolio-driven Resource Management for Transient Cloud Servers. CoRR (2017)
David E. Irwin, Prateek Sharma, Supreeth Shastri, Prashant J. Shenoy
The Financialization of Cloud Computing: Opportunities and Challenges. ICCCN (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

David E. Irwin