David Irwin - RankMe

212 papers A* 6A 14B 15C 6Misc 6Journal 71Unranked 93

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	CarbonShare: Carbon-Fair Allocation for Shared Clusters. ICPE John Thiede, David Irwin, Prashant J. Shenoy
2026	J	`jnl`	Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs. CoRR Nathan Ng, Walid A. Hanafy, Prashanthi Kadambi, Balachandra Sunil, Ayush Gupta, David Irwin, Yogesh Simmhan, Prashant J. Shenoy
2026	B	`conf`	To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators. ICPE Nathan Ng, David Irwin, Ananthram Swami, Don Towsley, Prashant J. Shenoy
2025	—	`conf`	A First Look at Node-Level Curtailment of Renewable Energy and its Implications. e-Energy Diptyaroop Maji, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
2025	J	`jnl`	A Vision for Computational Decarbonization of Societal Infrastructure. IEEE Internet Comput. David Irwin, Prashant J. Shenoy, Mohammad Hajiesmaili, Walid A. Hanafy, Jimi Oke, Ramesh K. Sitaraman, Yuvraj Agarwal, Geoffrey J. Gordon, Zico Kolter, Deepak Rajagopal, Mani Srivastava, Vivienne Sze, Priya L. Donti, Andrew A. Chien, John R. Birge, Ali Hortaçsu, Line Roald
2025	B	`conf`	Ahead of the Curve: Leveraging Periodicity to Improve Job Placement in Data Centers. IC2E Xiaoding Guan, Noman Bashir, David Irwin, Prashant J. Shenoy
2025	A	`conf`	CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing. HPDC Li Wu, Walid A. Hanafy, Abel Souza, Khai Nguyen, Jan Harkes, David Irwin, Mahadev Satyanarayanan, Prashant J. Shenoy
2025	J	`jnl`	CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing. CoRR Li Wu, Walid A. Hanafy, Abel Souza, Khai Nguyen, Jan Harkes, David Irwin, Mahadev Satyanarayanan, Prashant J. Shenoy
2025	J	`jnl`	CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters. CoRR Walid A. Hanafy, Li Wu, David Irwin, Prashant J. Shenoy
2025	Misc	`conf`	EcoLearn: Optimizing the Carbon Footprint of Federated Learning. SEC Talha Mehboob, Noman Bashir, Jesus Omaña Iglesias, Michael Zink, David Irwin
2025	—	`conf`	FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments. SoCC Li Wu, Walid A. Hanafy, Tarek F. Abdelzaher, David Irwin, Jesse Milzman, Prashant J. Shenoy
2025	J	`jnl`	FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments. CoRR Li Wu, Walid A. Hanafy, Tarek F. Abdelzaher, David Irwin, Jesse Milzman, Prashant J. Shenoy
2025	Misc	`conf`	LLM-Driven Auto Configuration for Transient IoT Device Collaboration. SEC Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	J	`jnl`	LLM-Driven Auto Configuration for Transient IoT Device Collaboration. CoRR Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	Misc	`conf`	Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. SenSys Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2025	—	`conf`	PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training. SoCC Talha Mehboob, Luanzheng Guo, Nathan R. Tallent, Michael Zink, David Irwin
2025	J	`jnl`	PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training. CoRR Talha Mehboob, Luanzheng Guo, Nathan R. Tallent, Michael Zink, David Irwin
2025	J	`jnl`	Special Issue on Computing for Sustainability. IEEE Internet Comput. David Irwin, Prashant J. Shenoy
2025	J	`jnl`	To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing. CoRR Nathan Ng, David Irwin, Ananthram Swami, Don Towsley, Prashant J. Shenoy
2024	J	`jnl`	Analyzing the Energy Usage of a Community and the Benefits of Energy Storage. ACM J. Comput. Sustain. Soc. John Wamburu, Stephen Lee, Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2024	J	`jnl`	CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. CoRR Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David Irwin, Prashant J. Shenoy
2024	—	`conf`	CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks. SoCC Jorge Murillo, Walid A. Hanafy, David Irwin, Ramesh K. Sitaraman, Prashant J. Shenoy
2024	—	`conf`	CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. SIGMETRICS/Performance (Abstracts) Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2024	—	`conf`	Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. ASPLOS (3) Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy
2024	A*	`conf`	INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing. INFOCOM Bin Wang, David Irwin, Prashant J. Shenoy, Don Towsley
2024	—	`conf`	On the Implications of Choosing Average versus Marginal Carbon Intensity Signals on Carbon-aware Optimizations. e-Energy Thanathorn Sukprasert, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy
2024	A	`conf`	On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. EuroSys Thanathorn Sukprasert, Abel Souza, Noman Bashir, David Irwin, Prashant J. Shenoy
2024	—	`conf`	PADS: Power Budgeting with Diagonal Scaling for Performance-Aware Cloud Workloads. IGSC Mehmet Savasci, Abel Souza, David Irwin, Ahmed Ali-Eldin, Prashant J. Shenoy
2024	B	`conf`	SLO-Power: SLO and Power-aware Elastic Scaling for Web Services. CCGrid Mehmet Savasci, Abel Souza, Li Wu, David Irwin, Ahmed Ali-Eldin, Prashant J. Shenoy
2024	—	`conf`	TailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling. SoCC Nathan Ng, Abel Souza, Ahmed Ali-Eldin, David Irwin, Don Towsley, Prashant J. Shenoy
2024	—	`conf`	The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. e-Energy Diptyaroop Maji, Noman Bashir, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
2024	J	`jnl`	The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. CoRR Diptyaroop Maji, Noman Bashir, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
2024	—	`conf`	The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling. SoCC Noman Bashir, Varun Gohil, Anagha Belavadi Subramanya, Mohammad Shahrad, David Irwin, Elsa Olivetti, Christina Delimitrou
2024	J	`jnl`	The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling. CoRR Noman Bashir, Varun Gohil, Anagha Belavadi Subramanya, Mohammad Shahrad, David Irwin, Elsa Olivetti, Christina Delimitrou
2024	—	`conf`	Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. e-Energy Diptyaroop Maji, Noman Bashir, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
2024	J	`jnl`	WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. SIGMETRICS Perform. Evaluation Rev. Xiaoding Guan, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	—	`conf`	CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. IGSC Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	CEFL: Carbon-Efficient Federated Learning. CoRR Talha Mehboob, Noman Bashir, Jesus Omaña Iglesias, Michael Zink, David Irwin
2023	—	`conf`	Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC John Thiede, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. CoRR John Thiede, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. Proc. ACM Meas. Anal. Comput. Syst. Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	—	`conf`	Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. IoTDI Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David Irwin, Prashant J. Shenoy
2023	—	`conf`	Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. ASPLOS (2) Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy
2023	Misc	`conf`	Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. SEC Qianlin Liang, Walid A. Hanafy, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	B	`conf`	Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters. ICPE Talha Mehboob, Noman Bashir, Michael Zink, David Irwin
2023	—	`conf`	Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. e-Energy Noman Bashir, Yasra Chandio, David Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
2023	J	`jnl`	Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. CoRR Noman Bashir, Yasra Chandio, David Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
2023	—	`conf`	No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems. IGSC Anupama Sitaraman, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	—	`conf`	On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. CoRR Thanathorn Sukprasert, Abel Souza, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	—	`conf`	Quantifying the Decarbonization Potential of Flexible Load. BuildSys Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David Irwin, Mohammad Hajiesmaili
2023	—	`conf`	The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. HotCarbon Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
2023	J	`jnl`	The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. CoRR Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
2023	J	`jnl`	Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. CoRR Diptyaroop Maji, Noman Bashir, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
2023	J	`jnl`	WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR Xiaoding Guan, Noman Bashir, David Irwin, Prashant J. Shenoy
2023	J	`jnl`	WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation Xiaoding Guan, Noman Bashir, David Irwin, Prashant J. Shenoy
2022	—	`conf`	A moment in the sun: solar nowcasting from multispectral satellite data using self-supervised learning. e-Energy Akansha Singh Bansal, Trapit Bansal, David Irwin
2022	—	`conf`	Data-driven decarbonization of residential heating systems. BuildSys John Wamburu, Noman Bashir, David Irwin, Prashant J. Shenoy
2022	—	`conf`	Data-driven decarbonization of residential heating systems: an equity perspective. e-Energy John Wamburu, Emma Grazier, David Irwin, Christine Crago, Prashant J. Shenoy
2022	J	`jnl`	Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. CoRR Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy
2022	J	`jnl`	Guest Editorial: Special Section on Intersection of Computing and Communication Technologies With Energy Systems. IEEE Trans. Sustain. Comput. Sid Chi-Kin Chau, David Irwin, Minghua Chen, Gopal Ramchurn
2022	C	`conf`	PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. COMPASS Phuthipong Bovornkeeratiroj, John Wamburu, David Irwin, Prashant J. Shenoy
2022	J	`jnl`	Sustainable Computing - Without the Hot Air. CoRR Noman Bashir, David Irwin, Prashant J. Shenoy, Abel Souza
2022	—	`ed.`	e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022 - 1 July 2022 e-Energy Sebastian Lehnhoff, David Irwin, Dan Wang
2021	J	`jnl`	A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning. CoRR Akansha Singh Bansal, Trapit Bansal, David Irwin
2021	J	`jnl`	A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets. Sustain. Comput. Informatics Syst. Noman Bashir, David Irwin, Prashant J. Shenoy
2021	J	`jnl`	AutoShare: Virtual community solar and storage for energy sharing. Energy Inform. Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David Irwin
2021	—	`conf`	Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. SoCC Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
2021	J	`jnl`	Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. CoRR Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
2021	—	`conf`	Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud. SoCC Pradeep Ambati, Noman Bashir, David Irwin, Prashant J. Shenoy
2021	J	`jnl`	Model-driven Per-panel Solar Anomaly Detection for Residential Arrays. ACM Trans. Cyber Phys. Syst. Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Irwin, Beka Kosanovic
2021	J	`jnl`	Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers. IEEE Trans. Parallel Distributed Syst. Pradeep Ambati, Noman Bashir, David Irwin, Prashant J. Shenoy
2021	J	`jnl`	Phone-based ambient temperature sensing using opportunistic crowdsensing and machine learning. Sustain. Comput. Informatics Syst. Amee Trivedi, Phuthipong Bovornkeeratiroj, Joseph Breda, Prashant J. Shenoy, Jay Taneja, David Irwin
2021	J	`jnl`	Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy
2021	A	`conf`	Take it to the limit: peak prediction-driven resource overcommitment in datacenters. EuroSys Noman Bashir, Nan Deng, Krzysztof Rzadca, David Irwin, Sree Kodak, Rohit Jnagal
2021	—	`conf`	The Open Cloud Testbed (OCT): A Platform for Research into new Cloud Technologies. CloudNet Michael Zink, David Irwin, Emmanuel Cecchet, Hakan Saplakoglu, Orran Krieger, Martin C. Herbordt, Michael Daitzman, Peter Desnoyers, Miriam Leeser, Suranga Handagala
2021	—	`conf`	Towards equity in energy efficiency analyses. BuildSys John Wamburu, Emma Grazier, David Irwin, Christine Crago, Prashant J. Shenoy
2021	—	`conf`	VPeak: exploiting volunteer energy resources for flexible peak shaving. BuildSys Phuthipong Bovornkeeratiroj, John Wamburu, David Irwin, Prashant J. Shenoy
2021	J	`jnl`	WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. Trans. Data Sci. Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy, Benjamin Weil
2020	—	`conf`	AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. IISWC Qianlin Liang, Prashant J. Shenoy, David Irwin
2020	J	`jnl`	AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. CoRR Qianlin Liang, Prashant J. Shenoy, David Irwin
2020	—	`conf`	DeepSnow: Modeling the Impact of Snow on Solar Generation. BuildSys Noman Bashir, David Irwin, Prashant J. Shenoy
2020	—	`conf`	Emission-aware Energy Storage Scheduling for a Greener Grid. e-Energy Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy
2020	J	`jnl`	Emission-aware Energy Storage Scheduling for a Greener Grid. CoRR Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy
2020	—	`conf`	Exploiting Satellite Data for Solar Performance Modeling. SmartGridComm Akansha Singh Bansal, David Irwin
2020	C	`conf`	Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems. COMPASS Santiago Correa, Noman Bashir, Andrew Tran, David Irwin, Jay Taneja
2020	—	`conf`	Greening Electric Bike Sharing Using Solar Charging Stations. BuildSys John Wamburu, Christopher Raff, David Irwin, Prashant J. Shenoy
2020	A	`ed.`	HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, Stockholm, Sweden, June 23-26, 2020 HPDC Manish Parashar, Vladimir Vlassov, David Irwin, Kathryn M. Mohror
2020	B	`conf`	Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. IC2E Pradeep Ambati, Noman Bashir, David Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
2020	J	`jnl`	Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. CoRR Pradeep Ambati, Noman Bashir, David Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
2020	—	`conf`	No Reservations: A First Look at Amazon's Reserved Instance Marketplace. HotCloud Pradeep Ambati, David Irwin, Prashant J. Shenoy
2020	J	`jnl`	No Reservations: A First Look at Amazon's Reserved Instance Marketplace. CoRR Pradeep Ambati, David Irwin, Prashant J. Shenoy
2020	—	`conf`	Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. e-Energy Akhil Soman, Amee Trivedi, David Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy
2020	J	`jnl`	Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. CoRR Akhil Soman, Amee Trivedi, David Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy
2020	—	`conf`	RepEL: A Utility-Preserving Privacy System for IoT-Based Energy Meters. IoTDI Phuthipong Bovornkeeratiroj, Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy
2020	—	`conf`	See the Light: Modeling Solar Performance using Multispectral Satellite Data. BuildSys Akansha Singh Bansal, David Irwin
2020	C	`conf`	SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. COMPASS Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Irwin, Dragoljub Kosanovic
2020	J	`jnl`	SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. CoRR Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Irwin, Beka Kosanovic
2020	A	`conf`	Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. SC Pradeep Ambati, Noman Bashir, David Irwin, Prashant J. Shenoy
2020	J	`jnl`	WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. CoRR Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy, Benjamin Weil
2019	J	`jnl`	Building Virtual Power Meters for Online Load Tracking. ACM Trans. Cyber Phys. Syst. Sean Kenneth Barker, Sandeep Kalra, David Irwin, Prashant J. Shenoy
2019	—	`conf`	Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing. BuildSys Joseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David Irwin, Prashant J. Shenoy, Jay Taneja
2019	J	`jnl`	Inferring Smart Schedules for Dumb Thermostats. ACM Trans. Cyber Phys. Syst. Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David Irwin, Prashant J. Shenoy, Benjamin M. Marlin
2019	—	`conf`	On the Feasibility, Cost, and Carbon Emissions of Grid Defection. SmartGridComm Akansha Singh Bansal, David Irwin
2019	—	`conf`	Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. SIGMETRICS (Abstracts) Pradeep Ambati, David Irwin
2019	J	`jnl`	Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. Proc. ACM Meas. Anal. Comput. Syst. Pradeep Ambati, David Irwin
2019	J	`jnl`	Smart Homes: Implemented. IEEE Pervasive Comput. David Irwin, A. J. Brush, Mike Hazas, Jeannie Albrecht
2019	B	`conf`	Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting. MASS Noman Bashir, Dong Chen, David Irwin, Prashant J. Shenoy
2019	—	`conf`	Solar-TK: A Solar Modeling and Forecasting Toolkit. BuildSys Noman Bashir, Dong Chen, David Irwin, Prashant J. Shenoy
2019	B	`conf`	The Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers. ICCCN David Irwin, Prashant J. Shenoy, Pradeep Ambati, Prateek Sharma, Supreeth Shastri, Ahmed Ali-Eldin
2019	B	`conf`	Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources. IC2E Pradeep Ambati, David Irwin, Prashant J. Shenoy, Lixin Gao, Ahmed Ali-Eldin, Jeannie R. Albrecht
2018	—	`conf`	Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage. e-Energy John Wamburu, Stephen Lee, Prashant J. Shenoy, David Irwin
2018	—	`conf`	Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. SoCC Supreeth Shastri, David Irwin
2018	J	`jnl`	Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. CoRR Supreeth Shastri, David Irwin
2018	J	`jnl`	Energy-agile design for parallel HPC applications. Sustain. Comput. Informatics Syst. Cong Wang, Michael Zink, David Irwin
2018	—	`conf`	Helios: a programmable software-defined solar module. BuildSys Noman Bashir, David Irwin, Prashant J. Shenoy
2018	J	`jnl`	Managing Risk in a Derivative IaaS Cloud. IEEE Trans. Parallel Distributed Syst. Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, Prashant J. Shenoy
2018	J	`jnl`	Mechanisms and Policies for Controlling Distributed Solar Capacity. ACM Trans. Sens. Networks Noman Bashir, David Irwin, Prashant J. Shenoy, Jay Taneja
2018	A	`conf`	Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era. ICDCS Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin, Prashant J. Shenoy
2018	—	`conf`	Staring at the sun: a physical black-box solar performance model. BuildSys Dong Chen, Joseph Breda, David Irwin
2018	—	`conf`	Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources. IEEE BigData Guoyi Zhao, Lixin Gao, David Irwin
2018	A*	`conf`	WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale. KDD Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy, Benjamin Weil
2018	—	`conf`	vSolar: Virtualizing Community Solar and Storage for Energy Sharing. e-Energy Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David Irwin
2017	J	`jnl`	A Cloud-Based Black-Box Solar Predictor for Smart Homes. ACM Trans. Cyber Phys. Syst. Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant J. Shenoy, Krithi Ramamritham
2017	J	`jnl`	Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches. SIGMETRICS Perform. Evaluation Rev. Dong Chen, David Irwin
2017	J	`jnl`	Design and Operational Analysis of a Green Data Center. IEEE Internet Comput. Prateek Sharma, Patrick Pegus II, David Irwin, Prashant J. Shenoy, John Goodhue, James Culbert
2017	—	`conf`	Distributed Rate Control for Smart Solar Arrays. e-Energy Stephen Lee, Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2017	J	`jnl`	Enabling Distributed Energy Storage by Incentivizing Small Load Shifts. ACM Trans. Cyber Phys. Syst. David Irwin, Srinivasan Iyengar, Stephen Lee, Aditya Kumar Mishra, Prashant J. Shenoy, Ye Xu
2017	—	`conf`	Enforcing fair grid energy access for controllable distributed solar capacity. BuildSys Noman Bashir, David Irwin, Prashant J. Shenoy, Jay Taneja
2017	—	`conf`	HotSpot: automated server hopping in cloud spot markets. SoCC Supreeth Shastri, David Irwin
2017	J	`jnl`	Keep It Simple: Bidding for Servers in Today's Cloud Platforms. IEEE Internet Comput. Prateek Sharma, David Irwin, Prashant J. Shenoy
2017	J	`jnl`	Minimizing Transmission Loss in Smart Microgrids by Sharing Renewable Energy. ACM Trans. Cyber Phys. Syst. Zhichuan Huang, Ting Zhu, David Irwin, Aditya Kumar Mishra, Daniel Sadoc Menasché, Prashant J. Shenoy
2017	J	`jnl`	Pervasive Energy Monitoring and Control Through Low-Bandwidth Power Line Communication. IEEE Internet Things J. Sean Kenneth Barker, David Irwin, Prashant J. Shenoy
2017	—	`conf`	Portfolio-driven Resource Management for Transient Cloud Servers. SIGMETRICS (Abstracts) Prateek Sharma, David Irwin, Prashant J. Shenoy
2017	J	`jnl`	Portfolio-driven Resource Management for Transient Cloud Servers. CoRR Prateek Sharma, David Irwin, Prashant J. Shenoy
2017	J	`jnl`	Portfolio-driven Resource Management for Transient Cloud Servers. Proc. ACM Meas. Anal. Comput. Syst. Prateek Sharma, David Irwin, Prashant J. Shenoy
2017	—	`conf`	SunDance: Black-box Behind-the-Meter Solar Disaggregation. e-Energy Dong Chen, David Irwin
2017	—	`conf`	SunShade: enabling software-defined solar-powered systems. ICCPS Akansha Singh Bansal, Stephen Lee, David Irwin, Prashant J. Shenoy
2017	B	`conf`	The Financialization of Cloud Computing: Opportunities and Challenges. ICCCN David Irwin, Prateek Sharma, Supreeth Shastri, Prashant J. Shenoy
2017	—	`conf`	Towards Index-based Global Trading in Cloud Spot Markets. HotCloud Supreeth Shastri, David Irwin
2017	—	`conf`	Weatherman: Exposing weather-based privacy threats in big energy data. IEEE BigData Dong Chen, David Irwin
2017	—	`conf`	iSchedule: Campus-scale HVAC Scheduling via Mobile WiFi Monitoring. e-Energy Amee Trivedi, Jeremy Gummeson, David Irwin, Deepak Ganesan, Prashant J. Shenoy
2016	—	`conf`	Analyzing Energy Usage on a City-scale using Utility Smart Meters. BuildSys Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy
2016	B	`conf`	Analyzing the Efficiency of a Green University Data Center. ICPE Patrick Pegus II, Benoy Varghese, Tian Guo, David Irwin, Prashant J. Shenoy, Anirban Mahanti, James Culbert, John Goodhue, Chris Hill
2016	—	`conf`	AutoPlug: An automated metadata service for smart outlets. IGSC Lurdh Pradeep Reddy Ambati, David Irwin
2016	B	`conf`	Beyond Energy-Efficiency: Evaluating Green Datacenter Applications for Energy-Agility. ICPE Supreeth Subramanya, Zain Mustafa, David Irwin, Prashant J. Shenoy
2016	—	`conf`	Cloud Spot Markets are Not Sustainable: The Case for Transient Guarantees. HotCloud Supreeth Subramanya, Amr Rizk, David Irwin
2016	A	`conf`	Flint: batch-interactive data-intensive processing on transient servers. EuroSys Prateek Sharma, Tian Guo, Xin He, David Irwin, Prashant J. Shenoy
2016	—	`conf`	How Not to Bid the Cloud. HotCloud Prateek Sharma, David Irwin, Prashant J. Shenoy
2016	—	`conf`	Non-intrusive model derivation: automated modeling of residential electrical loads. e-Energy Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2016	—	`conf`	Shared solar-powered EV charging stations: Feasibility and benefits. IGSC Stephen Lee, Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2016	—	`conf`	SmartSim: A device-accurate smart home simulator for energy analytics. SmartGridComm Dong Chen, David Irwin, Prashant J. Shenoy
2016	A	`conf`	SpotLight: An Information Service for the Cloud. ICDCS Xue Ouyang, David Irwin, Prashant J. Shenoy
2016	—	`conf`	SunShade: software-defined solar systems. e-Energy (Posters) Akansha Singh Bansal, Stephen Lee, David Irwin, Prashant J. Shenoy
2016	—	`conf`	SunSpot: Exposing the Location of Anonymous Solar-powered Homes. BuildSys Dong Chen, Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2016	A	`conf`	Transient guarantees: maximizing the value of idle cloud capacity. SC Supreeth Shastri, Amr Rizk, David Irwin
2015	J	`jnl`	BlinkFS: A distributed file system for intermittent power. Sustain. Comput. Informatics Syst. Navin Sharma, David Irwin, Prashant J. Shenoy
2015	A	`conf`	Cutting the Cost of Hosting Online Services Using Cloud Spot Markets. HPDC Xin He, Prashant J. Shenoy, Ramesh K. Sitaraman, David Irwin
2015	—	`conf`	Integrating Energy Storage in Electricity Distribution Networks. e-Energy Aditya Kumar Mishra, Ramesh K. Sitaraman, David Irwin, Ting Zhu, Prashant J. Shenoy, Bhavana Dalvi, Stephen Lee
2015	J	`jnl`	Managing server clusters on intermittent power. PeerJ Comput. Sci. Navin Sharma, Dilip Kumar Krishnappa, Sean Kenneth Barker, David Irwin, Prashant J. Shenoy
2015	—	`conf`	Optimizing parallel HPC applications for green energy sources. IGSC Cong Wang, Michael Zink, David Irwin
2015	J	`jnl`	Preventing Occupancy Detection From Smart Meters. IEEE Trans. Smart Grid Dong Chen, Sandeep Kalra, David Irwin, Prashant J. Shenoy, Jeannie R. Albrecht
2015	A	`conf`	SpotCheck: designing a derivative IaaS cloud on the spot market. EuroSys Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, Prashant J. Shenoy
2015	—	`conf`	SpotOn: a batch computing service for the spot market. SoCC Supreeth Subramanya, Tian Guo, Prateek Sharma, David Irwin, Prashant J. Shenoy
2015	—	`conf`	iProgram: Inferring Smart Schedules for Dumb Thermostats. BuildSys Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David Irwin, Prashant J. Shenoy, Benjamin M. Marlin
2014	A*	`conf`	Combined heat and privacy: Preventing occupancy detection from smart meters. PerCom Dong Chen, David Irwin, Prashant J. Shenoy, Jeannie R. Albrecht
2014	J	`jnl`	Empirical Characterization, Modeling, and Analysis of Smart Meter Data. IEEE J. Sel. Areas Commun. Sean Kenneth Barker, Sandeep Kalra, David Irwin, Prashant J. Shenoy
2014	J	`jnl`	Here Today, Gone Tomorrow: Exploiting Transient Servers in Datacenters. IEEE Internet Comput. Rahul Singh, Prateek Sharma, David Irwin, Prashant J. Shenoy, K. K. Ramakrishnan
2014	J	`jnl`	Leveraging weather forecasts in renewable energy systems. Sustain. Comput. Informatics Syst. Navin Sharma, Jeremy Gummeson, David Irwin, Ting Zhu, Prashant J. Shenoy
2014	—	`conf`	Minimizing electricity costs by sharing energy in sustainable microgrids. BuildSys Zhichuan Huang, Ting Zhu, Yu Gu, David Irwin, Aditya Kumar Mishra, Prashant J. Shenoy
2014	—	`conf`	Non-intrusive load identification for smart outlets. SmartGridComm Sean Kenneth Barker, Mohamed Musthag, David Irwin, Prashant J. Shenoy
2014	—	`conf`	PowerPlay: creating virtual power meters through online load tracking. BuildSys Sean Kenneth Barker, Sandeep Kalra, David Irwin, Prashant J. Shenoy
2014	—	`conf`	SolarCast - an open web service for predicting solar power generation in smart homes: demo abstract. BuildSys Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant J. Shenoy, Krithi Ramamritham
2014	—	`conf`	SolarCast: a cloud-based black box solar predictor for smart homes. BuildSys Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant J. Shenoy, Krithi Ramamritham
2013	—	`conf`	A distributed file system for intermittent power. IGCC Navin Sharma, David Irwin, Prashant J. Shenoy
2013	J	`jnl`	CloudCast: Cloud Computing for Short-Term Weather Forecasts. Comput. Sci. Eng. Dilip Kumar Krishnappa, David Irwin, Eric Lyons, Michael Zink
2013	—	`conf`	Empirical characterization and modeling of electrical loads in smart homes. IGCC Sean Kenneth Barker, Sandeep Kalra, David Irwin, Prashant J. Shenoy
2013	A	`conf`	GreenCache: augmenting off-the-grid cellular towers with multimedia caches. MMSys Navin Sharma, Dilip Kumar Krishnappa, David Irwin, Michael Zink, Prashant J. Shenoy
2013	J	`jnl`	GreenCharge: Managing RenewableEnergy in Smart Buildings. IEEE J. Sel. Areas Commun. Aditya Kumar Mishra, David Irwin, Prashant J. Shenoy, Jim Kurose, Ting Zhu
2013	—	`conf`	Incentivizing Advanced Load Scheduling in Smart Homes. BuildSys@SenSys Ye Xu, David Irwin, Prashant J. Shenoy
2013	—	`conf`	Non-Intrusive Occupancy Monitoring using Smart Meters. BuildSys@SenSys Dong Chen, Sean Kenneth Barker, Adarsh Subbaswamy, David Irwin, Prashant J. Shenoy
2013	—	`conf`	Scaling distributed energy storage for grid peak reduction. e-Energy Aditya Kumar Mishra, David Irwin, Prashant J. Shenoy, Ting Zhu
2013	—	`conf`	Sharing renewable energy in smart microgrids. ICCPS Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su, David Irwin, Aditya Kumar Mishra, Daniel S. Menasché, Prashant J. Shenoy
2013	Misc	`conf`	Yank: Enabling Green Data Centers to Pull the Plug. NSDI Rahul Singh, David Irwin, Prashant J. Shenoy, Kadangode K. Ramakrishnan
2012	—	`conf`	An intermittent energy internet architecture. e-Energy Barath Raghavan, David Irwin, Jeannie R. Albrecht, Justin Ma, Adam Streed
2012	C	`conf`	CloudCast: Cloud computing for short-term mobile weather forecasts. IPCCC Dilip Kumar Krishnappa, David Irwin, Eric Lyons, Michael Zink
2012	C	`conf`	Compute cloud based weather detection and warning system. IGARSS Dilip Kumar Krishnappa, Eric Lyons, David Irwin, Michael Zink
2012	—	`conf`	Designing Privacy-Preserving Smart Meters with Low-Cost Microcontrollers. Financial Cryptography Andres Molina-Markham, George Danezis, Kevin Fu, Prashant J. Shenoy, David Irwin
2012	J	`jnl`	MultiSense: proportional-share for mechanically steerable sensor networks. Multim. Syst. Navin Sharma, David Irwin, Michael Zink, Prashant J. Shenoy
2012	B	`conf`	Network capabilities of cloud services for a real time scientific application. LCN Dilip Kumar Krishnappa, Eric Lyons, David Irwin, Michael Zink
2012	A*	`conf`	SmartCap: Flattening peak electricity demand in smart homes. PerCom Sean Kenneth Barker, Aditya Kumar Mishra, David Irwin, Prashant J. Shenoy, Jeannie R. Albrecht
2012	—	`conf`	SmartCharge: cutting the electricity bill in smart homes with energy storage. e-Energy Aditya Kumar Mishra, David Irwin, Prashant J. Shenoy, Jim Kurose, Ting Zhu
2011	A*	`conf`	Blink: managing server clusters on intermittent power. ASPLOS Navin Sharma, Sean Kenneth Barker, David Irwin, Prashant J. Shenoy
2011	J	`jnl`	Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers. IACR Cryptol. ePrint Arch. Andres Molina-Markham, George Danezis, Kevin Fu, Prashant J. Shenoy, David Irwin
2011	—	`conf`	Exploiting home automation protocols for load monitoring in smart buildings. BuildSys@SenSys David Irwin, Sean Kenneth Barker, Aditya Kumar Mishra, Prashant J. Shenoy, Anthony Wu, Jeannie R. Albrecht
2011	—	`conf`	Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior. ICDCS Workshops Ville Satopaa, Jeannie R. Albrecht, David Irwin, Barath Raghavan
2011	—	`conf`	Predicting solar generation from weather forecasts using machine learning. SmartGridComm Navin Sharma, Pranshu Sharma, David Irwin, Prashant J. Shenoy
2011	—	`conf`	The case for efficient renewable energy management in smart homes. BuildSys@SenSys Ting Zhu, Aditya Kumar Mishra, David Irwin, Navin Sharma, Prashant J. Shenoy, Donald F. Towsley
2010	A	`conf`	Automated negotiation with decommitment for dynamic resource allocation in cloud computing. AAMAS Bo An, Victor R. Lesser, David Irwin, Michael Zink
2010	B	`conf`	Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems. SECON Navin Sharma, Jeremy Gummeson, David Irwin, Prashant J. Shenoy
2010	—	`conf`	Private memoirs of a smart meter. BuildSys@SenSys Andres Molina-Markham, Prashant J. Shenoy, Kevin Fu, Emmanuel Cecchet, David Irwin
2010	C	`conf`	Resource management in data-intensive clouds: Opportunities and challenges. LANMAN David Irwin, Prashant J. Shenoy, Emmanuel Cecchet, Michael Zink
2010	Misc	`conf`	Towards a Virtualized Sensing Environment. TRIDENTCOM David Irwin, Navin Sharma, Prashant J. Shenoy, Michael Zink
2009	B	`conf`	SRCP: Simple Remote Control for Perpetual High-Power Sensor Networks. EWSN Navin Sharma, Jeremy Gummeson, David Irwin, Prashant J. Shenoy
2007	—	`conf`	Automated and on-demand provisioning of virtual machines for database applications. SIGMOD Conference Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David Irwin, Laura E. Grit, Aydan R. Yumerefendi, Shivnath Babu, Jeffrey S. Chase
2006	A*	`conf`	Ensemble-level Power Management for Dense Blade Servers. ISCA Parthasarathy Ranganathan, Phil Leech, David Irwin, Jeffrey S. Chase
2006	A	`conf`	Grid allocation and reservation - Toward a doctrine of containment: grid hosting with adaptive resource control. SC Lavanya Ramakrishnan, David Irwin, Laura E. Grit, Aydan R. Yumerefendi, Adriana Iamnitchi, Jeffrey S. Chase
2006	—	`conf`	Sharing Networked Resources with Brokered Leases. USENIX ATC, General Track David Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan R. Yumerefendi, David Becker, Ken Yocum
2006	—	`conf`	Virtual Machine Hosting for Networked Clusters: Building the Foundations for "Autonomic" Orchestration. VTDC@SC Laura E. Grit, David Irwin, Aydan R. Yumerefendi, Jeffrey S. Chase
2005	—	`conf`	Self-recharging virtual currency. P2PECON@SIGCOMM David Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan R. Yumerefendi