David Irwin
ProfessorUniversity of Massachusetts AmherstCollege of EngineeringElectrical and Computer Engineering DepartmentAddress: 151 Holdsworth Way, Amherst, MA 01003Email: deirwin@umass.eduOffice: Knowles 215CPhone: 413-545-5822Papers
Click a paper's title for the PDF. Updated publication information is also available via DBLP and Google Scholar.
2024
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions
Walid Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, and Prashant ShenoyASPLOS 2024On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud
Thanathorn Sukprasert, Abel Souza, Noman Bashir, David Irwin, and Prashant ShenoyEuroSys 2024CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, and Prashant ShenoySIGMETRICS/Performance 2024INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing
Bin Wang, David Irwin, Prashant Shenoy, and Don TowsleyINFOCOM 2024Thanathorn Sukprasert, Noman Bashir, Abel Souza, David Irwin, and Prashant Shenoye-Energy 2024Diptyaroop Maji, Noman Bashir, David Irwin, Prashant Shenoy, and Ramesh Sitaramane-Energy 20242023
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters
Xiaoding Guan, Noman Bashir, David Irwin, and Prashant ShenoyPerformance 2023Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions
John Thiede, Noman Bashir, David Irwin, and Prashant ShenoySoCC 2023Quantifying the Decarbonization Potential of Flexible Load
Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin, Mohammad HajiesmailiCPSIS 2023Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads
Qianlin Liang, Walid A. Hanafy, Noman Bashir, David Irwin, and Prashant ShenoySEC 2023No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems
Anupama Sitaraman, Noman Bashir, David Irwin, and Prashant ShenoyIGSCC 2023Best Student Paper Award!CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services
Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David Irwin, and Prashant ShenoyIGSCC 2023Best Paper Award Runner-up!RETROSPECTIVE: Ensemble-level Power Management for Dense Blade Servers
Parthasarathy Ranganathan, Phil Leech, David Irwin, and Jeff ChaseSelected for inclusion in ISCA@50 25-year Retrospective 1996-2020The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David Irwin, Mohammad Hajiesmaili, and Prashant ShenoyHotCarbon 2023On the Promise and Pitfalls of Optimizing Embodied Carbon
Noman Bashir, David Irwin, and Prashant ShenoyHotCarbon 2023Analyzing the Impact of Decarbonizing Residential Heating Systems on the Electric Grid
John Wamburu, Noman Bashir, Prashant Shenoy, and David IrwinEnergy Informatics Review 2023Distributed Rate Control of Smart Solar Arrays with Batteries
Stephen Lee, Phuthipong Bovornkeeratiroj, Srinivasan Iyengar, David Irwin, and Prashant ShenoyFrontiers in the Internet of Things 2023Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems
Noman Bashir, Yasra Chandio, David Irwin, Fatima Anwar, Jeremy Gummeson, and Prashant Shenoye-Energy 2023Ecovisor: A Virtual Energy System for Carbon-Efficient Applications
Abel Souza, Noman Bashir, Jorge Murillo, Walid Hanafy, Qianlin Liang, David Irwin, and Prashant ShenoyASPLOS 2023arXiv pre-print available here!Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters
Talha Mehboob, Noman Bashir, Michael Zink, and David IrwinICPE 2023Best Paper Award Runner-up!Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI
Qianlin Liang, Walid Hanafy, Noman Bashir, Ahmed Ali-Eldin, David Irwin, Prashant ShenoyIoTDI 20232022
Equity-aware Decarbonization of Residential Heating Systems
John Wamburu, Noman Bashir, Emma Grazier, David Irwin, Christine Crago, and Prashant ShenoyEnergy Informatics Review 2022Data-driven Decarbonization of Residential Heating Systems
John Wamburu, Noman Bashir, David Irwin, and Prashant ShenoyBuildSys 2022Sustainable Computing - Without the Hot Air
Noman Bashir, David Irwin, Abel Souza, and Prashant ShenoyHotCarbon 2022Akansha Singh Bansal, Trapit Bansal, and David Irwine-Energy 2022PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems
Phuthipong Bovornkeeratiroj, John Wamburu, David Irwin, and Prashant ShenoyCOMPASS 20222021
Towards Equity in Energy Efficiency Analyses
John Wamburu, Emma Grazier, David Irwin, Christine Crago, and Prashant ShenoyFATEsys 2021The Open Cloud Testbed (OCT): A Platform for Research into New Cloud Technologies
Michael Zink, David Irwin, Emmanuel Cecchet, Hakan Saplakoglu, Orran Krieger, Martin Herbordt, Michael Daitzman, Peter Desnoyers, Miriam Leeser, and Suranga HandagalaCloudNet 2021Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud
Pradeep Ambati, Noman Bashir, David Irwin, and Prashant ShenoySoCC 2021Enabling Sustainable Clouds: The Case for Virtualizing the Energy System
Noman Bashir, Tian Guo, Mohammad Hajiesmaili, David Irwin, Prashant Shenoy, Ramesh Sitaraman, Abel Souza, and Adam WiermanSoCC 2021arXiv pre-print available here!VPeak: Exploiting Volunteer Energy Resources for Flexible Peak Shaving
Phuthipong Bovornkeeratiroj, John Wamburu, David Irwin, and Prashant ShenoyBuildSys 2021Best Paper Award Runner-up!AutoShare: Virtual Community Solar and Storage for Energy Sharing
Stephen Lee, Prashant Shenoy, Krithi Ramamritham, and David IrwinEnergy Informatics 2021Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers
Pradeep Ambati, Noman Bashir, David Irwin, and Prashant ShenoyTPDS 2021Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays
Menghong Feng, Noman Bashir, David Irwin, Prashant Shenoy and Dragoljub KosanovicTCPS 2021Take it to the Limit: Peak Prediction-driven Resource Overcommitment in Datacenters
Noman Bashir, Nan Deng, Krzysztof Rzadca, David Irwin, Sree Kodak, and Rohit JnagalEuroSys 2021Awarded Artifact Available Badge, Artifacts Functional Badge, and Results Reproduced Badge!Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis
John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David Irwin, and Prashant ShenoyUbicomp/IMWUT 2021WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
Srini Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, and Benjamin WeilTDS 20202020
Waiting Game: Optimally Provisioning Fixed Resources for Cloud-enabled Schedulers
Pradeep Ambati, Noman Bashir, David Irwin, and Prashant ShenoySC 2020Best Paper Award Finalist and Best Student Paper Award Finalist!DeepSnow: Modeling the Impact of Snow on Solar Generation
Noman Bashir, David Irwin, and Prashant ShenoyBuildSys 2020See the Light: Modeling Solar Performance Using Multispectral Satellite Data
Akansha Singh Bansal and David IrwinBuildSys 2020Greening Electric Bike Sharing Using Solar Charging Stations
John Wamburu, Christopher Raff, David Irwin, and Prashant ShenoyBuildSys 2020AI on the Edge: Running AI-based IoT Applications using Specialized Edge Architectures
Qianlin Liang, Prashant Shenoy, and David IrwinIISWC 2020A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets
Noman Bashir, David Irwin, and Prashant ShenoyIGSC 2020Phone-based Ambient Temperature Sensing Using Opportunistic Crowdsensing and Machine Learning
Amee Trivedi, Phuthipong Bovorkeeratiroj, Joe Breda, Prashant Shenoy, Jay Taneja, and David IrwinIGSC 2020Best Paper Award!Exploiting Satellite Data for Solar Performance Modeling
Akansha Singh Bansal and David IrwinSmartGridComm 2020Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems
Santiago Correa, Noman Bashir, Andrew Tan, David Irwin, and Jay TanejaCOMPASS 2020SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays
Menghong Feng, Noman Bashir, Prashant Shenoy, and David IrwinCOMPASS 2020Emission-aware Energy Storage Scheduling for a Greener Grid
Rishikesh Jha, Stephen Lee, Srini Iyengar, Mohammad Hajiesmaili, Prashant Shenoy, and David Irwine-Energy 2020Best Paper Award Runner-up!Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids
Akhil Soman, Amee Trivedi, David Irwin, Beka Kosanovic, and Prashant Shenoye-Energy 2020No Reservations: A First Look at Amazon's Reserved Instance Marketplace
Pradeep Ambati, David Irwin, and Prashant ShenoyHotCloud 2020RepEL: A Utility-preserving Privacy System for IoT-based Energy Meters
Phuthipong Bovomkeeratiroj, Srini Iyengar, Stephen Lee, David Irwin, and Prashant ShenoyIoTDI 2020Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options
Pradeep Ambati, Noman Bashir, David Irwin, Prashant Shenoy, and Mohammad HajiesmailiIC2E 20202019
Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing
Joe Breda, Amee Trivedi, Chulabhya Wijesundara, Phuthipong Bovorkeeratiroj, David Irwin, Prashant Shenoy, and Jay TanejaBuildSys 2019Solar-TK: A Data-driven Toolkit for Solar PV Performance Modeling and Forecasting
Noman Bashir, Dong Chen, David Irwin, and Prashant ShenoyMASS 2019Solar-TK code released on GitHub!On the Feasibility, Cost, and Carbon Emissions of Grid Defection
Akansha Singh Bansal and David IrwinSmartGridComm 2019Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs
Pradeep Ambati and David IrwinSIGMETRICS 2019The Price is (Not) Right: Reflections on Pricing for Transient Cloud Servers
David Irwin, Prashant Shenoy, Pradeep Ambati, Prateek Sharma, and Supreeth ShastriICCCN 2019Building Virtual Power Meters for Online Load Tracking
Sean Barker, Sandeep Kalra, David Irwin, Prashant ShenoyTCPS 2019Understanding the Synchronization Costs of Distributed ML on Transient Cloud Resources
Pradeep Ambati, David Irwin, Prashant Shenoy, Lixin Gao, Ahmed Ali-Eldin, and Jeannie AlbrechtIC2E 20192018
Research Challenges at the Intersection of Cloud Computing and Economics
David Irwin and Bhuvan Urgaonkar, EditorsNSF Workshop on Cloud Economics 2018Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources
Guoyi Zhao, Lixin Gao, and David IrwinBigData 2018Helios: A Programmable Software-defined Solar Module
Noman Bashir, David Irwin, and Prashant ShenoyBuildSys 2018Staring at the Sun: A Physical Black-box Solar Performance Model
Dong Chen and David IrwinBuildSys 2018Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets
Supreeth Shastri and David IrwinSoCC 2018WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale
Srini Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, Benjamin WeilKDD 2018Energy-Agile Design for Parallel HPC Applications
Cong Wang, Michael Zink, and David IrwinSUSCOM 2018Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage
John Wamburu, Stephen Lee, Prashant Shenoy, and David Irwine-Energy 2018vSolar: Virtualizing Community Solar and Storage for Energy Sharing
Stephen Lee, Prashant Shenoy, Krithi Ramamritham, and David Irwine-Energy 2018 (short paper)Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era
Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin, and Prashant ShenoyICDCS 2018Mechanisms and Policies for Controlling Distributed Solar Capacity
Noman Bashir, David Irwin, Prashant Shenoy, and Jay TanejaTOSN 2018Inferring Smart Schedules for Dumb Thermostats
Srini Iyengar, Sandeep Kalra, Anushree Ghosh, David Irwin, Prashant Shenoy, and Benjamin MarlinTCPS 20182017
Weatherman: Exposing Weather-based Privacy Threats in Big Energy Data
Dong Chen and David IrwinBigData 2017HotSpot: Automated Server Hopping in Cloud Spot Markets
Supreeth Shastri and David IrwinSoCC 2017Enforcing Fair Grid Energy Access for Controllable Distributed Solar Capacity
Noman Bashir, David Irwin, Prashant Shenoy, and Jay TanejaBuildSys 2017Nominated for Best Paper Award!Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches
Dong Chen and David IrwinGreenmetrics 2017Towards Index-based Global Trading in Cloud Markets
Supreeth Shastri and David IrwinHotCloud 2017The Financialization of Cloud Computing: Opportunities and Challenges
David Irwin, Prateek Sharma, Supreeth Shastri, and Prashant ShenoyICCCN 2017Pervasive Energy Monitoring and Control through Low-Bandwidth Power Line Communication
Sean Barker, David Irwin, and Prashant ShenoyIEEE IoT 2017SunDance: Black-box Behind-the-Meter Solar Disaggregation
Dong Chen and David Irwine-Energy 2017iSchedule: Campus-scale HVAC Schedule via Mobile WiFi Monitoring
Amee Trivedi, Prashant Shenoy, Deepak Ganesan, and David Irwine-Energy 2017Distributed Rate Control for Smart Solar-powered Systems
Stephen Lee, Srinivasan Iyengar, David Irwin, and Prashant Shenoye-Energy 2017Portfolio-driven Resource Management for Transient Cloud Servers
Prateek Sharma, David Irwin, and Prashant ShenoySIGMETRICS 2017Managing Risk in a Derivative IaaS Cloud
Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, and Prashant ShenoyTPDS 2017Design and Operation Analysis of a Green Data Center
Prateek Sharma, Patrick Pegus, David Irwin, and Prashant ShenoyInternet Computing 2017Keep it Simple: Bidding for Servers in Today’s Cloud Platforms
Prateek Sharma, David Irwin, and Prashant ShenoyInternet Computing 2017A Cloud based Black Box Solar Predictor for Smart Homes
Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant Shenoy, and Krithi RamamrithamTCPS 2017Enabling Distributed Energy Storage by Incentivizing Small Load Shifts
David Irwin, Srinivasan Iyengar, Stephen Lee, Aditya Mishra, Prashant Shenoy, and Ye XuTCPS 2017SunShade: Enabling Software-defined Solar-powered Systems
Akansha Singh, Stephen Lee, David Irwin, and Prashant ShenoyICCPS 2017Minimizing Transmission Loss in Smart Microgrids by Sharing Renewable Energy
Zhichuan Huang, Ting Zhu, David Irwin, Aditya Mishra, Daniel Menasche, and Prashant ShenoyTCPS 20172016
Transient Guarantees: Maximizing the Value of Idle Cloud Capacity
Supreeth Shastri, Amr Rizk, and David IrwinSC 2016SunSpot: Exposing the Location of Anonymous Solar-powered Homes
Dong Chen, Srini Iyengar, David Irwin, and Prashant ShenoyBuildSys 2016Analyzing Energy Usage on a City-scale using Utility Smart Meters
Srini Iyengar, David Irwin, and Prashant ShenoyBuildSys 2016SmartSim: A Device-Accurate Smart Home Simulator for Energy Analytics
Dong Chen, David Irwin, and Prashant ShenoySmartGridComm 2016AutoPlug: An Automated Metadata Service for Smart Outlets
Pradeep Lambati and David IrwinIGSC 2016Shared Solar-powered EV Charging Stations: Feasibility and Benefits
Stephen Lee, Srini Iyengar, David Irwin, and Prashant ShenoyIGSC 2016Non-Intrusive Model Detection: Automated Modeling of Residential Electrical Loads
Srini Iyengar, David Irwin, and Prashant Shenoye-Energy 2016Cloud Spot Markets are Not Sustainable: The Case for Transient Guarantees
Supreeth Subramanya, Amr Rizk, and David IrwinHotCloud 2016Prateek Sharma, David Irwin, and Prashant ShenoyHotCloud 2016SpotLight: An Information Service for the Cloud
Xue Ouyang, David Irwin, and Prashant ShenoyICDCS 2016Flint: Batch-Interactive Data-Intensive Processing on Transient Servers
Prateek Sharma, Tian Guo, Xin He, David Irwin, Prashant ShenoyEuroSys 2016Beyond Energy-Efficiency: Evaluating Green Datacenter Applications for Energy-Agility
Supreeth Subramanya, Zain Mustafa, David Irwin, and Prashant ShenoyICPE 2016Analyzing the Efficiency of a Green University Data Center
Patrick Pegus II, Benoy Varghese, Tian Guo, David Irwin, Prashant Shenoy, Anirban Mahanti, James Culbert, John Goodhue, and Chris HillICPE 20162015
Managing Server Clusters on Intermittent Power
Navin Sharma, Dilip Krishnappa, Sean Barker, David Irwin, and Prashant ShenoyPeerJ 2015iProgram: Inferring Smart Schedules for Dumb Thermostats
Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David Irwin, Prashant Shenoy, and Benjamin MarlinBuildSys 2015Optimizing Parallel HPC Applications for Green Energy Sources
Cong Wang, Michael Zink, and David IrwinIGSC 2015SpotOn: A Batch Computing Service for the Spot Market
Supreeth Subramanya, Tian Guo, Prateek Sharma, David Irwin, and Prashant ShenoySoCC 2015Integrating Energy Storage in Electricity Distribution Networks
Aditya Mishra, Ramesh Sitaraman, David Irwin, Ting Zhu, Prashant Shenoy, Bhavana Dalvi, and Stephen Leee-Energy 2015Cutting the Cost of Hosting Online Internet Services using Cloud Spot Markets
Xin He, Ramesh Sitaraman, Prashant Shenoy, and David IrwinHPDC 2015Energy-Agility: A New Grid-centric Metric for Evaluating System Performance
Supreeth Subramanya, Zain Mustafa, David Irwin, and Prashant ShenoyLIMITS 2015SpotCheck: Designing a Derivative IaaS Cloud on the Spot Market
Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, and Prashant ShenoyEuroSys 2015Preventing Occupancy Detection from Smart Meter Data
Dong Chen, Sandeep Kalra, David Irwin, Prashant Shenoy, and Jeannie AlbrechtIEEE ToSG 20152014
PowerPlay: Creating Virtual Power Meters through Online Load Tracking in Smart Homes
Sean Barker, Sandeep Kalra, David Irwin, and Prashant ShenoyBuildSys 2014Selected as one of top three Best Papers at BuildSys!SolarCast - A Cloud-based Black Box Solar Predictor for Smart Homes
Srini Iyengar, Navin Sharma, David Irwin, Prashant Shenoy, and Krithi RamamkrithamBuildSys 2014Minimizing Electricity Costs by Sharing Energy in Sustainable Microgrids
Zhichuan Huang, Jikui Su, Ting Zhu, Ankur Sharma, Ameya Ambegaonkar, Yu Gu, Aditya Mishra, David Irwin, and Prashant ShenoyBuildSys 2014Selected as one of top three Best Papers at BuildSys!Non-Intrusive Load Identification for Smart Outlets
Sean Barker, Moaj Musthag, David Irwin, and Prashant ShenoySmartGridComm 2014Leveraging Weather Forecasts in Renewable Energy Systems
Navin Sharma, Jeremy Gummeson, David Irwin, Ting Zhu, and Prashant ShenoySUSCOM 2014Empirical Characterization, Modeling, and Analysis of Smart Meter Data
Sean Barker, Sandeep Kalra, David Irwin, and Prashant ShenoyJSAC 2014Here Today, Gone Tomorrow: Exploiting Transient Servers in Data Centers
Rahul Singh, Prateek Sharma, David Irwin, Prashant Shenoy, and K.K. RamakrishnanInternet Computing 2014BlinkFS: A Distributed File System for Intermittent Power
Navin Sharma, David Irwin, and Prashant ShenoySUSCOM 2014NILM Redux: The Case for Emphasizing Applications over Accuracy
Sean Barker, Sandeep Kalra, David Irwin, and Prashant ShenoyNILM 2014Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters
Dong Chen, David Irwin, Prashant Shenoy, and Jeannie AlbrechtPerCom 20142013
Incentivizing Advanced Load Scheduling in Smart Homes
Ye Xu, David Irwin, and Prashant ShenoyBuildSys 2013Non-Intrusive Occupancy Monitoring using Smart Meters
Dong Chen, Sean Barker, Adarsh Subbaswamy, David Irwin, and Prashant ShenoyBuildSys 2013Empirical Characterization and Modeling of Electrical Loads in Smart Homes
Sean Barker, Sandeep Kalra, David Irwin, and Prashant ShenoyIGCC 2013A Distributed File System for Intermittent Power
Navin Sharma, David Irwin, and Prashant ShenoyIGCC 2013Scaling Distributed Energy Storage for Grid Peak Reduction
Aditya Mishra, David Irwin, Prashant Shenoy, and Ting Zhue-Energy 2013Best Paper Award Runner-up!GreenCharge: Managing Renewable Energy in Smart Buildings
Aditya Mishra, David Irwin, Prashant Shenoy, Jim Kurose, and Ting ZhuJSAC 2013Cloud Computing for Short-term Weather Forecasts
Dilip Krishnappa, Eric Lyons, David Irwin, and Michael ZinkCiSE 2013Yank: Enabling Green Data Centers to Pull the Plug
Rahul Singh, David Irwin, Prashant Shenoy, and K.K. RamakrishnanNSDI 2013Sharing Renewable Energy in Smart Microgrids
Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su, David Irwin, Aditya Mishra, Daniel Menasche, and Prashant ShenoyICCPS 2013GreenCache: Augmenting Off-the-Grid Cellular Towers with Multimedia Caches
Navin Sharma, Dilip Kumar Krishnappa, David Irwin, Michael Zink, and Prashant ShenoyMMSys 20132012
CloudCast: Cloud Computing for Short-term Mobile Weather Forecasts
Dilip Kumar Krishnappa, Eric Lyons, David Irwin, and Michael ZinkIPCCC 2012MultiSense: Proportional-Share for Mechanically Steerable Sensor Networks
Navin Sharma, David Irwin, Prashant Shenoy, and Michael ZinkMMSJ 2012Network Capabilities of Cloud Services for a Real Time Scientific Application
Dilip Kumar Krishnappa, Eric Lyons, David Irwin, and Michael ZinkLCN 2012Smart*: An Open Data Set and Tools for Enabling Research in Sustainable Homes
Sean Barker, Aditya Mishra, David Irwin, Emmanuel Cecchet, Prashant Shenoy, and Jeannie AlbrechtSustKDD 2012SmartCharge: Cutting the Electricity Bill in Smart Homes with Energy Storage
Aditya Mishra, David Irwin, Prashant Shenoy, Jim Kurose, and Ting Zhue-Energy 2012An Intermittent Energy Internet Architecture
Barath Raghavan, David Irwin, Jeannie Albrecht, Justin Ma, and Adam Streede-Energy 2012 (short paper)SmartCap: Flattening Peak Electricity Demand in Smart Homes
Sean Barker, Aditya Mishra, David Irwin, Prashant Shenoy, and Jeannie AlbrechtPerCom 2012Appears in Best Papers Session!Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers
Andrés Molina-Markham, George Danezis, Kevin Fu, Prashant Shenoy and David IrwinFC 20122011
Exploiting Home Automation Protocols for Load Monitoring in Smart Buildings
David Irwin, Anthony Wu, Sean Barker, Aditya Mishra, Jeannie Albrecht, and Prashant ShenoyBuildSys 2011The Case for Efficient Renewable Energy Management in Smart Homes
Ting Zhu, Aditya Mishra, David Irwin, Navin Sharma, Prashant Shenoy, and Don TowsleyBuildSys 2011Predicting Solar Generation from Weather Forecasts Using Machine Learning
Navin Sharma, Pranshu Sharma, David Irwin, and Prashant ShenoySmartGridComm 2011Towards Continuous Policy-driven Demand Response in Data Centers
David Irwin, Navin Sharma, and Prashant ShenoyGreenNets 2011Best Paper Award!Re-published in October 2011 edition of ACM CCRin SIGCOMM 2011 Best Workshop Papers section!Finding a 'Kneedle' in a Haystack: Detecting Knee Points in System Behavior
Ville Satopää, Jeannie Albrecht, David Irwin, and Barath RaghavanSimplex 2011Blink: Managing Server Clusters on Intermittent Power
Navin Sharma, Sean Barker, David Irwin, and Prashant ShenoyASPLOS 2011Pick of the Month in 6/12 issue of IEEE Sustainable Computing Register!MultiSense: Fine-grained Multiplexing for Steerable Camera Sensor Networks
Navin Sharma, David Irwin, Prashant Shenoy, and Michael ZinkMMSys 20112010
Networked Cloud Orchestration: A GENI Perspective
Ilia Baldine, Yufeng Xin, Anirban Mandal, Chris Heermann, Jeff Chase, Varun Marupadi, Aydan Yumerefendi, and David IrwinMENS 2010Private Memoirs of a Smart Meter
Andrés Molina-Markham, Prashant Shenoy, Kevin Fu, Emmanuel Cecchet, and David IrwinBuildSys 2010Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems
Navin Sharma, Jeremy Gummeson, David Irwin, and Prashant ShenoySECON 2010Automated Negotiation with Decommitment for Dynamic Resource Allocation in Cloud Computing
Bo An, Victor Lesser, David Irwin, and Michael ZinkAAMAS 2010Towards a Virtualized Sensing Environment
David Irwin, Navin Sharma, Michael Zink, and Prashant ShenoyTridentCom 2010Resource Management in Data-Intensive Clouds: Opportunities and Challenges
David Irwin, Prashant Shenoy, Emmanuel Cecchet, and Michael ZinkLANMAN 20102009 and earlier
SRCP: Simple Remote Control for Perpetual High-power Sensor Networks
Navin Sharma, Jeremy Gummeson, David Irwin, and Prashant ShenoyEWSN 2009An Operating System Architecture for Networked Server Infrastructure
David IrwinPh.D. Dissertation, Duke UniversityDecember, 2007Towards an Autonomic Computing Testbed
Aydan Yumerefendi, Piyush Shivam, David Irwin, Pradeep Gunda, Laura Grit, Azbayar Demberel, Jeff Chase, and Shivnath BabuHotAcII 2007Automated and On-Demand Provisioning of Virtual Machines for Database Applications
Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David Irwin, Laura Grit, Aydan Yumerefendi, Shivnath Babu, and Jeff ChaseSIGMOD 2007 (demo)Beyond Virtual Data Centers: Toward an Open Resource Control Architecture
Jeff Chase, Laura Grit, David Irwin, Varun Marupadi, Piyush Shivam, and Aydan YumerefendiICVCI 2007Harnessing Virtual Machine Resource Control for Job Management
Laura Grit, David Irwin, Varun Marupadi, Piyush Shivam, Aydan Yumerefendi, Jeff Chase, and Jeannie AlbrechtHPCVirt 2007Toward a Doctrine of Containment: Grid Hosting with Adaptive Resource Control
Lavanya Ramakrishnan, Laura Grit, Adriana Iamanitchi, David Irwin, Aydan Yumerefendi, and Jeff ChaseSC 2006Laura Grit, David Irwin, Aydan Yumerefendi, and Jeff ChaseVTDC 2006Sharing Networked Resources with Brokered Leases [slides]
David Irwin, Jeff Chase, Laura Grit, Aydan Yumerefendi, David Becker, and Ken YocumUSENIX 2006Ensemble-level Power Management for Dense Blade Servers
Partha Ranganathan, Phil Leech, David Irwin, and Jeff ChaseISCA 2006Self-Recharging Virtual Currency
David Irwin, Jeff Chase, Laura Grit, and Aydan YumerefendiP2PECON 2005Balancing Risk and Reward in a Market-based Task Service
David Irwin, Laura Grit, and Jeff ChaseHPDC 2004Dynamic Virtual Clusters in a Grid Site Manager
Jeff Chase, David Irwin, Laura Grit, Justin Moore and Sara SprenkleHPDC 2003One of the Best Papers Ever at HPDC!Managing Mixed-Use Clusters with Cluster-on-Demand
Justin Moore, David Irwin, Laura Grit, Sara Sprenkle, and Jeff ChaseDuke University Technical Report, CS-2002-11November, 2002