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David E. Irwin 0001

David Emory Irwin

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affiliation: University of Massachusetts Amherst, Department of Computer Science, USA
affiliation (former): Duke University, Department of Computer Scienc, Durham, NC, USA

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2007
[b1]
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David Emory Irwin:
An Operating System Architecture for Networked Server Infrastructure. Duke University, Durham, NC, USA, 2007

Journal Articles

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2024
[j35]
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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): 24-25 (2024)
2023
[j34]
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Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation 162: 102369 (2023)
[j33]
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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): 57:1-57:28 (2023)
2022
[j32]
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Sid Chi-Kin Chau, David E. Irwin, Minghua Chen, Gopal Ramchurn:
Guest Editorial: Special Section on Intersection of Computing and Communication Technologies With Energy Systems. IEEE Trans. Sustain. Comput. 7(3): 485-486 (2022)
2021
[j31]
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Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin:
AutoShare: Virtual community solar and storage for energy sharing. Energy Inform. 4(1) (2021)
[j30]
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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): 38:1-38:28 (2021)
[j29]
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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): 100477 (2021)
[j28]
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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): 100479 (2021)
[j27]
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Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Emory Irwin, Beka Kosanovic:
Model-driven Per-panel Solar Anomaly Detection for Residential Arrays. ACM Trans. Cyber Phys. Syst. 5(4): 40:1-40:20 (2021)
[j26]
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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): 3:1-3:25 (2021)
[j25]
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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): 3081-3100 (2021)
2019
[j24]
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David E. Irwin, A. J. Brush, Mike Hazas, Jeannie Albrecht:
Smart Homes: Implemented. IEEE Pervasive Comput. 18(2): 91-95 (2019)
[j23]
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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): 28:1-28:24 (2019)
[j22]
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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): 17:1-17:29 (2019)
[j21]
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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): 23:1-23:24 (2019)
2018
[j20]
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Cong Wang, Michael Zink, David E. Irwin:
Energy-agile design for parallel HPC applications. Sustain. Comput. Informatics Syst. 19: 123-134 (2018)
[j19]
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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): 25:1-25:28 (2018)
[j18]
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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): 1750-1765 (2018)
2017
[j17]
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Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
Keep It Simple: Bidding for Servers in Today's Cloud Platforms. IEEE Internet Comput. 21(3): 88-92 (2017)
[j16]
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Prateek Sharma, Patrick Pegus II, David E. Irwin, Prashant J. Shenoy, John Goodhue, James Culbert:
Design and Operational Analysis of a Green Data Center. IEEE Internet Comput. 21(4): 16-24 (2017)
[j15]
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Sean Kenneth Barker, David E. Irwin, Prashant J. Shenoy:
Pervasive Energy Monitoring and Control Through Low-Bandwidth Power Line Communication. IEEE Internet Things J. 4(5): 1349-1359 (2017)
[j14]
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Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
Portfolio-driven Resource Management for Transient Cloud Servers. Proc. ACM Meas. Anal. Comput. Syst. 1(1): 5:1-5:23 (2017)
[j13]
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Dong Chen, David E. Irwin:
Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches. SIGMETRICS Perform. Evaluation Rev. 45(2): 79-84 (2017)
[j12]
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Zhichuan Huang, Ting Zhu, David E. Irwin, Aditya Kumar Mishra, Daniel Sadoc Menasché, Prashant J. Shenoy:
Minimizing Transmission Loss in Smart Microgrids by Sharing Renewable Energy. ACM Trans. Cyber Phys. Syst. 1(2): 5:1-5:22 (2017)
[j11]
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David E. Irwin, Srinivasan Iyengar, Stephen Lee, Aditya Kumar Mishra, Prashant J. Shenoy, Ye Xu:
Enabling Distributed Energy Storage by Incentivizing Small Load Shifts. ACM Trans. Cyber Phys. Syst. 1(2): 10:1-10:30 (2017)
[j10]
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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): 21:1-21:24 (2017)
2015
[j9]
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Navin Sharma, Dilip Kumar Krishnappa, Sean Kenneth Barker, David E. Irwin, Prashant J. Shenoy:
Managing server clusters on intermittent power. PeerJ Comput. Sci. 1: e34 (2015)
[j8]
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Navin Sharma, David E. Irwin, Prashant J. Shenoy:
BlinkFS: A distributed file system for intermittent power. Sustain. Comput. Informatics Syst. 6: 69-80 (2015)
[j7]
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Dong Chen, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy, Jeannie R. Albrecht:
Preventing Occupancy Detection From Smart Meters. IEEE Trans. Smart Grid 6(5): 2426-2434 (2015)
2014
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Rahul Singh, Prateek Sharma, David E. Irwin, Prashant J. Shenoy, K. K. Ramakrishnan:
Here Today, Gone Tomorrow: Exploiting Transient Servers in Datacenters. IEEE Internet Comput. 18(4): 22-29 (2014)
[j5]
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Sean Kenneth Barker, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy:
Empirical Characterization, Modeling, and Analysis of Smart Meter Data. IEEE J. Sel. Areas Commun. 32(7): 1312-1327 (2014)
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Navin Sharma, Jeremy Gummeson, David E. Irwin, Ting Zhu, Prashant J. Shenoy:
Leveraging weather forecasts in renewable energy systems. Sustain. Comput. Informatics Syst. 4(3): 160-171 (2014)
2013
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Dilip Kumar Krishnappa, David E. Irwin, Eric Lyons, Michael Zink:
CloudCast: Cloud Computing for Short-Term Weather Forecasts. Comput. Sci. Eng. 15(4): 30-37 (2013)
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Aditya Kumar Mishra, David E. Irwin, Prashant J. Shenoy, Jim Kurose, Ting Zhu:
GreenCharge: Managing RenewableEnergy in Smart Buildings. IEEE J. Sel. Areas Commun. 31(7): 1281-1293 (2013)
2012
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Navin Sharma, David E. Irwin, Michael Zink, Prashant J. Shenoy:
MultiSense: proportional-share for mechanically steerable sensor networks. Multim. Syst. 18(5): 425-444 (2012)

Conference and Workshop Papers

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2024
[c129]
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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: 479-496
[c128]
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Mehmet Savasci, Abel Souza, Li Wu, David E. Irwin, Ahmed Ali-Eldin, Prashant J. Shenoy:
SLO-Power: SLO and Power-aware Elastic Scaling for Web Services. CCGrid 2024: 136-147
[c127]
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Nathan Ng, Abel Souza, Ahmed Ali-Eldin, David E. Irwin, Don Towsley, Prashant J. Shenoy:
TailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling. SoCC 2024: 398-414
[c126]
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Jorge Murillo, Walid A. Hanafy, David E. Irwin, Ramesh K. Sitaraman, Prashant J. Shenoy:
CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks. SoCC 2024: 505-521
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Noman Bashir, Varun Gohil, Anagha Belavadi Subramanya, Mohammad Shahrad, David E. Irwin, Elsa Olivetti, Christina Delimitrou:
The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling. SoCC 2024: 542-551
[c124]
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Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman:
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. e-Energy 2024: 13-24
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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: 924-941
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Bin Wang, David E. Irwin, Prashant J. Shenoy, Don Towsley:
INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing. INFOCOM 2024: 1511-1520
[c121]
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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: 49-50
2023
[c120]
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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: 252-265
[c119]
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John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC 2023: 17-31
[c118]
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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: 132-143
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Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon 2023: 15:1-15:6
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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: 19:1-19:7
[c115]
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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: 53-66
[c114]
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  - conf/igsc/SitaramanBIS23
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Anupama Sitaraman, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems. IGSC 2023: 4-10
[c113]
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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: 67-73
[c112]
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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: 209-221
[c111]
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Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin, Mohammad Hajiesmaili:
Quantifying the Decarbonization Potential of Flexible Load. BuildSys 2023: 429-433
[c110]
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Talha Mehboob, Noman Bashir, Michael Zink, David E. Irwin:
Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters. ICPE 2023: 7-16
2022
[c109]
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Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy:
PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. COMPASS 2022: 324-339
[c108]
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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: 251-262
[c107]
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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: 438-439
[c106]
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John Wamburu, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Data-driven decarbonization of residential heating systems. BuildSys 2022: 49-58
2021
[c105]
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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: 229-242
[c104]
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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: 350-358
[c103]
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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: 140-147
[c102]
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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: 556-573
[c101]
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Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy:
VPeak: exploiting volunteer energy resources for flexible peak shaving. BuildSys 2021: 121-130
[c100]
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John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy:
Towards equity in energy efficiency analyses. BuildSys 2021: 259-263
2020
[c99]
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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: 265-273
[c98]
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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: 291-295
[c97]
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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: 237-241
[c96]
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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: 363-373
[c95]
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Pradeep Ambati, David E. Irwin, Prashant J. Shenoy:
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. HotCloud 2020
[c94]
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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: 105-115
[c93]
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Qianlin Liang, Prashant J. Shenoy, David E. Irwin:
AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. IISWC 2020: 145-156
[c92]
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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: 79-91
[c91]
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Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. SC 2020: 67
[c90]
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Akansha Singh Bansal, David E. Irwin:
See the Light: Modeling Solar Performance using Multispectral Satellite Data. BuildSys 2020: 1-10
[c89]
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Noman Bashir, David E. Irwin, Prashant J. Shenoy:
DeepSnow: Modeling the Impact of Snow on Solar Generation. BuildSys 2020: 11-20
[c88]
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John Wamburu, Christopher Raff, David E. Irwin, Prashant J. Shenoy:
Greening Electric Bike Sharing Using Solar Charging Stations. BuildSys 2020: 180-189
[c87]
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Akansha Singh Bansal, David E. Irwin:
Exploiting Satellite Data for Solar Performance Modeling. SmartGridComm 2020: 1-7
2019
[c86]
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  - conf/ic2e/AmbatiISGAA19
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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: 145-155
[c85]
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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: 1-9
[c84]
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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: 456-466
[c83]
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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 2019: 41-50
[c82]
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Noman Bashir, Dong Chen, David E. Irwin, Prashant J. Shenoy:
Solar-TK: A Solar Modeling and Forecasting Toolkit. BuildSys 2019: 372
[c81]
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  - conf/sigmetrics/AmbatiI19
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Pradeep Ambati, David E. Irwin:
Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. SIGMETRICS (Abstracts) 2019: 45-46
[c80]
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Akansha Singh Bansal, David E. Irwin:
On the Feasibility, Cost, and Carbon Emissions of Grid Defection. SmartGridComm 2019: 1-7
2018
[c79]
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  - conf/bigdataconf/Zhao0I18
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Guoyi Zhao, Lixin Gao, David E. Irwin:
Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources. IEEE BigData 2018: 392-397
[c78]
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Supreeth Shastri, David E. Irwin:
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. SoCC 2018: 451-463
[c77]
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  - conf/eenergy/WamburuLSI18
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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: 157-167
[c76]
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Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin:
vSolar: Virtualizing Community Solar and Storage for Energy Sharing. e-Energy 2018: 178-182
[c75]
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Dong Chen, Phuthipong Bovornkeeratiroj, David E. Irwin, Prashant J. Shenoy:
Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era. ICDCS 2018: 1327-1336
[c74]
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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: 396-405
[c73]
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Dong Chen, Joseph Breda, David E. Irwin:
Staring at the sun: a physical black-box solar performance model. BuildSys 2018: 53-62
[c72]
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Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Helios: a programmable software-defined solar module. BuildSys 2018: 63-72
2017
[c71]
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Dong Chen, David E. Irwin:
Weatherman: Exposing weather-based privacy threats in big energy data. IEEE BigData 2017: 1079-1086
[c70]
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Supreeth Shastri, David E. Irwin:
HotSpot: automated server hopping in cloud spot markets. SoCC 2017: 493-505
[c69]
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Stephen Lee, Srinivasan Iyengar, David E. Irwin, Prashant J. Shenoy:
Distributed Rate Control for Smart Solar Arrays. e-Energy 2017: 34-44
[c68]
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Dong Chen, David E. Irwin:
SunDance: Black-box Behind-the-Meter Solar Disaggregation. e-Energy 2017: 45-55
[c67]
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Amee Trivedi, Jeremy Gummeson, David E. Irwin, Deepak Ganesan, Prashant J. Shenoy:
iSchedule: Campus-scale HVAC Scheduling via Mobile WiFi Monitoring. e-Energy 2017: 132-142
[c66]
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Supreeth Shastri, David E. Irwin:
Towards Index-based Global Trading in Cloud Spot Markets. HotCloud 2017
[c65]
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David E. Irwin, Prateek Sharma, Supreeth Shastri, Prashant J. Shenoy:
The Financialization of Cloud Computing: Opportunities and Challenges. ICCCN 2017: 1-11
[c64]
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Akansha Singh, Stephen Lee, David E. Irwin, Prashant J. Shenoy:
SunShade: enabling software-defined solar-powered systems. ICCPS 2017: 61-70
[c63]
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Noman Bashir, David E. Irwin, Prashant J. Shenoy, Jay Taneja:
Enforcing fair grid energy access for controllable distributed solar capacity. BuildSys 2017: 28:1-28:10
[c62]
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  - conf/sigmetrics/SharmaIS17
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Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
Portfolio-driven Resource Management for Transient Cloud Servers. SIGMETRICS (Abstracts) 2017: 59
2016
[c61]
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Srinivasan Iyengar, David E. Irwin, Prashant J. Shenoy:
Non-intrusive model derivation: automated modeling of residential electrical loads. e-Energy 2016: 2:1-2:11
[c60]
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Akansha Singh, Stephen Lee, David E. Irwin, Prashant J. Shenoy:
SunShade: software-defined solar systems. e-Energy (Posters) 2016: 8:1-8:2
[c59]
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Prateek Sharma, Tian Guo, Xin He, David E. Irwin, Prashant J. Shenoy:
Flint: batch-interactive data-intensive processing on transient servers. EuroSys 2016: 6:1-6:15
[c58]
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Lurdh Pradeep Reddy Ambati, David E. Irwin:
AutoPlug: An automated metadata service for smart outlets. IGSC 2016: 1-8
[c57]
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Stephen Lee, Srinivasan Iyengar, David E. Irwin, Prashant J. Shenoy:
Shared solar-powered EV charging stations: Feasibility and benefits. IGSC 2016: 1-8
[c56]
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Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
How Not to Bid the Cloud. HotCloud 2016
[c55]
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Supreeth Subramanya, Amr Rizk, David E. Irwin:
Cloud Spot Markets are Not Sustainable: The Case for Transient Guarantees. HotCloud 2016
[c54]
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Xue Ouyang, David E. Irwin, Prashant J. Shenoy:
SpotLight: An Information Service for the Cloud. ICDCS 2016: 425-436
[c53]
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Supreeth Shastri, Amr Rizk, David E. Irwin:
Transient guarantees: maximizing the value of idle cloud capacity. SC 2016: 992-1002
[c52]
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Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy:
Analyzing Energy Usage on a City-scale using Utility Smart Meters. BuildSys 2016: 51-60
[c51]
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Dong Chen, Srinivasan Iyengar, David E. Irwin, Prashant J. Shenoy:
SunSpot: Exposing the Location of Anonymous Solar-powered Homes. BuildSys 2016: 85-94
[c50]
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Dong Chen, David E. Irwin, Prashant J. Shenoy:
SmartSim: A device-accurate smart home simulator for energy analytics. SmartGridComm 2016: 686-692
[c49]
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Patrick Pegus II, Benoy Varghese, Tian Guo, David E. Irwin, Prashant J. Shenoy, Anirban Mahanti, James Culbert, John Goodhue, Chris Hill:
Analyzing the Efficiency of a Green University Data Center. ICPE 2016: 63-73
[c48]
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Supreeth Subramanya, Zain Mustafa, David E. Irwin, Prashant J. Shenoy:
Beyond Energy-Efficiency: Evaluating Green Datacenter Applications for Energy-Agility. ICPE 2016: 185-196
2015
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Supreeth Subramanya, Tian Guo, Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
SpotOn: a batch computing service for the spot market. SoCC 2015: 329-341
[c46]
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Aditya Kumar Mishra, Ramesh K. Sitaraman, David E. Irwin, Ting Zhu, Prashant J. Shenoy, Bhavana Dalvi, Stephen Lee:
Integrating Energy Storage in Electricity Distribution Networks. e-Energy 2015: 37-46
[c45]
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Prateek Sharma, Stephen Lee, Tian Guo, David E. Irwin, Prashant J. Shenoy:
SpotCheck: designing a derivative IaaS cloud on the spot market. EuroSys 2015: 16:1-16:15
[c44]
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Cong Wang, Michael Zink, David E. Irwin:
Optimizing parallel HPC applications for green energy sources. IGSC 2015: 1-8
[c43]
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Xin He, Prashant J. Shenoy, Ramesh K. Sitaraman, David E. Irwin:
Cutting the Cost of Hosting Online Services Using Cloud Spot Markets. HPDC 2015: 207-218
[c42]
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Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David E. Irwin, Prashant J. Shenoy, Benjamin M. Marlin:
iProgram: Inferring Smart Schedules for Dumb Thermostats. BuildSys 2015: 211-220
2014
[c41]
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Dong Chen, David E. Irwin, Prashant J. Shenoy, Jeannie R. Albrecht:
Combined heat and privacy: Preventing occupancy detection from smart meters. PerCom 2014: 208-215
[c40]
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Srinivasan Iyengar, Navin Sharma, David E. Irwin, Prashant J. Shenoy, Krithi Ramamritham:
SolarCast: a cloud-based black box solar predictor for smart homes. BuildSys 2014: 40-49
[c39]
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Sean Kenneth Barker, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy:
PowerPlay: creating virtual power meters through online load tracking. BuildSys 2014: 60-69
[c38]
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Zhichuan Huang, Ting Zhu, Yu Gu, David E. Irwin, Aditya Kumar Mishra, Prashant J. Shenoy:
Minimizing electricity costs by sharing energy in sustainable microgrids. BuildSys 2014: 120-129
[c37]
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Srinivasan Iyengar, Navin Sharma, David E. Irwin, Prashant J. Shenoy, Krithi Ramamritham:
SolarCast - an open web service for predicting solar power generation in smart homes: demo abstract. BuildSys 2014: 174-175
[c36]
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Sean Kenneth Barker, Mohamed Musthag, David E. Irwin, Prashant J. Shenoy:
Non-intrusive load identification for smart outlets. SmartGridComm 2014: 548-553
2013
[c35]
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Aditya Kumar Mishra, David E. Irwin, Prashant J. Shenoy, Ting Zhu:
Scaling distributed energy storage for grid peak reduction. e-Energy 2013: 3-14
[c34]
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Sean Kenneth Barker, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy:
Empirical characterization and modeling of electrical loads in smart homes. IGCC 2013: 1-10
[c33]
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Navin Sharma, David E. Irwin, Prashant J. Shenoy:
A distributed file system for intermittent power. IGCC 2013: 1-10
[c32]
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Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su, David E. Irwin, Aditya Kumar Mishra, Daniel S. Menasché, Prashant J. Shenoy:
Sharing renewable energy in smart microgrids. ICCPS 2013: 219-228
[c31]
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Navin Sharma, Dilip Kumar Krishnappa, David E. Irwin, Michael Zink, Prashant J. Shenoy:
GreenCache: augmenting off-the-grid cellular towers with multimedia caches. MMSys 2013: 271-280
[c30]
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Rahul Singh, David E. Irwin, Prashant J. Shenoy, Kadangode K. Ramakrishnan:
Yank: Enabling Green Data Centers to Pull the Plug. NSDI 2013: 143-155
[c29]
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Ye Xu, David E. Irwin, Prashant J. Shenoy:
Incentivizing Advanced Load Scheduling in Smart Homes. BuildSys@SenSys 2013: 2:1-2:8
[c28]
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Dong Chen, Sean Kenneth Barker, Adarsh Subbaswamy, David E. Irwin, Prashant J. Shenoy:
Non-Intrusive Occupancy Monitoring using Smart Meters. BuildSys@SenSys 2013: 9:1-9:8
2012
[c27]
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Barath Raghavan, David E. Irwin, Jeannie R. Albrecht, Justin Ma, Adam Streed:
An intermittent energy internet architecture. e-Energy 2012: 5
[c26]
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Aditya Kumar Mishra, David E. Irwin, Prashant J. Shenoy, Jim Kurose, Ting Zhu:
SmartCharge: cutting the electricity bill in smart homes with energy storage. e-Energy 2012: 29
[c25]
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Andres Molina-Markham, George Danezis, Kevin Fu, Prashant J. Shenoy, David E. Irwin:
Designing Privacy-Preserving Smart Meters with Low-Cost Microcontrollers. Financial Cryptography 2012: 239-253
[c24]
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Dilip Kumar Krishnappa, Eric Lyons, David E. Irwin, Michael Zink:
Compute cloud based weather detection and warning system. IGARSS 2012: 2430-2433
[c23]
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Dilip Kumar Krishnappa, David E. Irwin, Eric Lyons, Michael Zink:
CloudCast: Cloud computing for short-term mobile weather forecasts. IPCCC 2012: 61-70
[c22]
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Dilip Kumar Krishnappa, Eric Lyons, David E. Irwin, Michael Zink:
Network capabilities of cloud services for a real time scientific application. LCN 2012: 487-495
[c21]
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Sean Kenneth Barker, Aditya Kumar Mishra, David E. Irwin, Prashant J. Shenoy, Jeannie R. Albrecht:
SmartCap: Flattening peak electricity demand in smart homes. PerCom 2012: 67-75
2011
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Navin Sharma, Sean Kenneth Barker, David E. Irwin, Prashant J. Shenoy:
Blink: managing server clusters on intermittent power. ASPLOS 2011: 185-198
[c19]
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Ville Satopaa, Jeannie R. Albrecht, David E. Irwin, Barath Raghavan:
Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior. ICDCS Workshops 2011: 166-171
[c18]
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Navin Sharma, David E. Irwin, Prashant J. Shenoy, Michael Zink:
MultiSense: fine-grained multiplexing for steerable camera sensor networks. MMSys 2011: 23-34
[c17]
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David E. Irwin, Sean Kenneth Barker, Aditya Kumar Mishra, Prashant J. Shenoy, Anthony Wu, Jeannie R. Albrecht:
Exploiting home automation protocols for load monitoring in smart buildings. BuildSys@SenSys 2011: 7-12
[c16]
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Ting Zhu, Aditya Kumar Mishra, David E. Irwin, Navin Sharma, Prashant J. Shenoy, Donald F. Towsley:
The case for efficient renewable energy management in smart homes. BuildSys@SenSys 2011: 67-72
[c15]
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Navin Sharma, Pranshu Sharma, David E. Irwin, Prashant J. Shenoy:
Predicting solar generation from weather forecasts using machine learning. SmartGridComm 2011: 528-533
2010
[c14]
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Bo An, Victor R. Lesser, David E. Irwin, Michael Zink:
Automated negotiation with decommitment for dynamic resource allocation in cloud computing. AAMAS 2010: 981-988
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David E. Irwin, Prashant J. Shenoy, Emmanuel Cecchet, Michael Zink:
Resource management in data-intensive clouds: Opportunities and challenges. LANMAN 2010: 1-6
[c12]
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Navin Sharma, Jeremy Gummeson, David E. Irwin, Prashant J. Shenoy:
Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems. SECON 2010: 136-144
[c11]
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Andres Molina-Markham, Prashant J. Shenoy, Kevin Fu, Emmanuel Cecchet, David E. Irwin:
Private memoirs of a smart meter. BuildSys@SenSys 2010: 61-66
[c10]
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David E. Irwin, Navin Sharma, Prashant J. Shenoy, Michael Zink:
Towards a Virtualized Sensing Environment. TRIDENTCOM 2010: 133-142
2009
[c9]
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Navin Sharma, Jeremy Gummeson, David E. Irwin, Prashant J. Shenoy:
SRCP: Simple Remote Control for Perpetual High-Power Sensor Networks. EWSN 2009: 358-374
2007
[c8]
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Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David E. Irwin, Laura E. Grit, Aydan R. Yumerefendi, Shivnath Babu, Jeffrey S. Chase:
Automated and on-demand provisioning of virtual machines for database applications. SIGMOD Conference 2007: 1079-1081
2006
[c7]
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Parthasarathy Ranganathan, Phil Leech, David E. Irwin, Jeffrey S. Chase:
Ensemble-level Power Management for Dense Blade Servers. ISCA 2006: 66-77
[c6]
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Laura E. Grit, David E. Irwin, Aydan Yumerefendi, Jeffrey S. Chase:
Virtual Machine Hosting for Networked Clusters: Building the Foundations for "Autonomic" Orchestration. VTDC@SC 2006: 7
[c5]
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Lavanya Ramakrishnan, David E. Irwin, Laura E. Grit, Aydan R. Yumerefendi, Adriana Iamnitchi, Jeffrey S. Chase:
Grid allocation and reservation - Toward a doctrine of containment: grid hosting with adaptive resource control. SC 2006: 101
[c4]
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David E. Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan R. Yumerefendi, David Becker, Ken Yocum:
Sharing Networked Resources with Brokered Leases. USENIX ATC, General Track 2006: 199-212
2005
[c3]
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David E. Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan Yumerefendi:
Self-recharging virtual currency. P2PECON@SIGCOMM 2005: 93-98
2004
[c2]
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David E. Irwin, Laura E. Grit, Jeffrey S. Chase:
Balancing Risk and Reward in a Market-Based Task Service. HPDC 2004: 160-169
2003
[c1]
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Jeffrey S. Chase, David E. Irwin, Laura E. Grit, Justin D. Moore, Sara Sprenkle:
Dynamic Virtual Clusters in a Grid Site Manager. HPDC 2003: 90-103

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2022
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Sebastian Lehnhoff, David E. Irwin, Dan Wang:
e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022 - 1 July 2022. ACM 2022, ISBN 978-1-4503-9397-3 [contents]
2020
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Manish Parashar, Vladimir Vlassov, David E. Irwin, Kathryn M. Mohror:
HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, Stockholm, Sweden, June 23-26, 2020. ACM 2020, ISBN 978-1-4503-7052-3 [contents]

Data and Artifacts

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2024
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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. Version v0.1. Zenodo, 2024 [all versions]
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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. Version v0.2. Zenodo, 2024 [all versions]
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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. Version v0.3. Zenodo, 2024 [all versions]
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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. Zenodo, 2024
2023
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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. Version v0.4. Zenodo, 2023 [all versions]

Informal and Other Publications

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2024
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  - journals/corr/abs-2402-03550
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Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman:
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. CoRR abs/2402.03550 (2024)
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  - journals/corr/abs-2403-14792
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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 abs/2403.14792 (2024)
[i24]
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  - journals/corr/abs-2410-15087
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Noman Bashir, Varun Gohil, Anagha Belavadi Subramanya, Mohammad Shahrad, David E. Irwin, Elsa Olivetti, Christina Delimitrou:
The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling. CoRR abs/2410.15087 (2024)
2023
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  - journals/corr/abs-2302-08681
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Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR abs/2302.08681 (2023)
[i22]
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  - journals/corr/abs-2305-00855
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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 abs/2305.00855 (2023)
[i21]
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  - journals/corr/abs-2306-06502
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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 abs/2306.06502 (2023)
[i20]
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  - journals/corr/abs-2306-15816
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Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR abs/2306.15816 (2023)
[i19]
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  - journals/corr/abs-2306-16948
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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 abs/2306.16948 (2023)
[i18]
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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 abs/2308.06680 (2023)
[i17]
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  - journals/corr/abs-2309-12612
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Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR abs/2309.12612 (2023)
[i16]
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  - journals/corr/abs-2309-14477
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John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. CoRR abs/2309.14477 (2023)
[i15]
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  - journals/corr/abs-2310-17972
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Talha Mehboob, Noman Bashir, Jesús Omana Iglesias, Michael Zink, David E. Irwin:
CEFL: Carbon-Efficient Federated Learning. CoRR abs/2310.17972 (2023)
2022
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Noman Bashir, David E. Irwin, Prashant J. Shenoy, Abel Souza:
Sustainable Computing - Without the Hot Air. CoRR abs/2207.00081 (2022)
[i13]
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  - journals/corr/abs-2210-04951
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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 abs/2210.04951 (2022)
2021
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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 abs/2106.08872 (2021)
[i11]
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  - journals/corr/abs-2112-13974
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Akansha Singh Bansal, Trapit Bansal, David E. Irwin:
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning. CoRR abs/2112.13974 (2021)
2020
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  - journals/corr/abs-2003-12488
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Qianlin Liang, Prashant J. Shenoy, David E. Irwin:
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. CoRR abs/2003.12488 (2020)
[i9]
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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 abs/2004.04302 (2020)
[i8]
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  - journals/corr/abs-2005-12181
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Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Beka Kosanovic:
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. CoRR abs/2005.12181 (2020)
[i7]
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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 abs/2005.12234 (2020)
[i6]
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  - journals/corr/abs-2005-12249
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Pradeep Ambati, David E. Irwin, Prashant J. Shenoy:
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. CoRR abs/2005.12249 (2020)
[i5]
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  - journals/corr/abs-2005-13517
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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 abs/2005.13517 (2020)
[i4]
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  - journals/corr/abs-2007-01382
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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 abs/2007.01382 (2020)
2018
[i3]
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Supreeth Shastri, David E. Irwin:
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. CoRR abs/1809.03110 (2018)
2017
[i2]
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  - journals/corr/SharmaIS17
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Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
Portfolio-driven Resource Management for Transient Cloud Servers. CoRR abs/1704.08738 (2017)
2011
[i1]
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Andres Molina-Markham, George Danezis, Kevin Fu, Prashant J. Shenoy, David E. Irwin:
Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers. IACR Cryptol. ePrint Arch. 2011: 544 (2011)

Coauthor Index

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