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David Irwin

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

79

Venues

29

Active years

2005–2025

Best venue rank

A*

Where they publish

Papers

79 indexed papers, newest first.

YearVenueTitleAuthors
2025CLOUDPowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training.Talha Mehboob, Luanzheng Guo, Nathan R. Tallent, Michael Zink, David Irwin
2025CLOUDFailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments.Li Wu, Walid A. Hanafy, Tarek F. Abdelzaher, David Irwin, Jesse Milzman, Prashant J. Shenoy
2025HPDCCarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing.Li Wu, Walid A. Hanafy, Abel Souza, Khai Nguyen, Jan Harkes, David Irwin, Mahadev Satyanarayanan, Prashant J. Shenoy
2025IC2EAhead of the Curve: Leveraging Periodicity to Improve Job Placement in Data Centers.Xiaoding Guan, Noman Bashir, David Irwin, Prashant J. Shenoy
2025SENSYSPoster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments.Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy
2024ASPLOSGoing Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy
2024CCGRIDSLO-Power: SLO and Power-aware Elastic Scaling for Web Services.Mehmet Savasci, Abel Souza, Li Wu, David Irwin, Ahmed Ali-Eldin, Prashant J. Shenoy
2024CLOUDThe Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling.Noman Bashir, Varun Gohil, Anagha Belavadi Subramanya, Mohammad Shahrad, David Irwin, Elsa Olivetti, Christina Delimitrou
2024CLOUDCDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks.Jorge Murillo, Walid A. Hanafy, David Irwin, Ramesh K. Sitaraman, Prashant J. Shenoy
2024CLOUDTailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling.Nathan Ng, Abel Souza, Ahmed Ali-Eldin, David Irwin, Don Towsley, Prashant J. Shenoy
2024EuroSysOn the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud.Thanathorn Sukprasert, Abel Souza, Noman Bashir, David Irwin, Prashant J. Shenoy
2024INFOCOMINVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing.Bin Wang, David Irwin, Prashant J. Shenoy, Don Towsley
2024SIGMETRICSCarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2023ASPLOSEcovisor: A Virtual Energy System for Carbon-Efficient Applications.Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy
2023CLOUDCarbon Containers: A System-level Facility for Managing Application-level Carbon Emissions.John Thiede, Noman Bashir, David Irwin, Prashant J. Shenoy
2023SENSYSQuantifying the Decarbonization Potential of Flexible Load.Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David Irwin, Mohammad Hajiesmaili
2022SENSYSData-driven decarbonization of residential heating systems.John Wamburu, Noman Bashir, David Irwin, Prashant J. Shenoy
2021CLOUDGood Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud.Pradeep Ambati, Noman Bashir, David Irwin, Prashant J. Shenoy
2021CLOUDEnabling Sustainable Clouds: The Case for Virtualizing the Energy System.Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
2021EuroSysTake it to the limit: peak prediction-driven resource overcommitment in datacenters.Noman Bashir, Nan Deng, Krzysztof Rzadca, David Irwin, Sree Kodak, Rohit Jnagal
2021SENSYSVPeak: exploiting volunteer energy resources for flexible peak shaving.Phuthipong Bovornkeeratiroj, John Wamburu, David Irwin, Prashant J. Shenoy
2021SENSYSTowards equity in energy efficiency analyses.John Wamburu, Emma Grazier, David Irwin, Christine Crago, Prashant J. Shenoy
2020IC2EHedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options.Pradeep Ambati, Noman Bashir, David Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
2020SCWaiting game: optimally provisioning fixed resources for cloud-enabled schedulers.Pradeep Ambati, Noman Bashir, David Irwin, Prashant J. Shenoy
2020SENSYSSee the Light: Modeling Solar Performance using Multispectral Satellite Data.Akansha Singh Bansal, David Irwin
2020SENSYSDeepSnow: Modeling the Impact of Snow on Solar Generation.Noman Bashir, David Irwin, Prashant J. Shenoy
2020SENSYSGreening Electric Bike Sharing Using Solar Charging Stations.John Wamburu, Christopher Raff, David Irwin, Prashant J. Shenoy
2019IC2EUnderstanding Synchronization Costs for Distributed ML on Transient Cloud Resources.Pradeep Ambati, David Irwin, Prashant J. Shenoy, Lixin Gao, Ahmed Ali-Eldin, Jeannie R. Albrecht
2019ICCCNThe Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers.David Irwin, Prashant J. Shenoy, Pradeep Ambati, Prateek Sharma, Supreeth Shastri, Ahmed Ali-Eldin
2019MASSSolar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting.Noman Bashir, Dong Chen, David Irwin, Prashant J. Shenoy
2019SENSYSSolar-TK: A Solar Modeling and Forecasting Toolkit.Noman Bashir, Dong Chen, David Irwin, Prashant J. Shenoy
2019SENSYSHot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing.Joseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David Irwin, Prashant J. Shenoy, Jay Taneja
2019SIGMETRICSOptimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs.Pradeep Ambati, David Irwin
2018CLOUDCloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets.Supreeth Shastri, David Irwin
2018ICDCSPrivate Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era.Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin, Prashant J. Shenoy
2018KDDWattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale.Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy, Benjamin Weil
2018SENSYSHelios: a programmable software-defined solar module.Noman Bashir, David Irwin, Prashant J. Shenoy
2018SENSYSStaring at the sun: a physical black-box solar performance model.Dong Chen, Joseph Breda, David Irwin
2017CLOUDHotSpot: automated server hopping in cloud spot markets.Supreeth Shastri, David Irwin
2017ICCCNThe Financialization of Cloud Computing: Opportunities and Challenges.David Irwin, Prateek Sharma, Supreeth Shastri, Prashant J. Shenoy
2017SENSYSEnforcing fair grid energy access for controllable distributed solar capacity.Noman Bashir, David Irwin, Prashant J. Shenoy, Jay Taneja
2017SIGMETRICSPortfolio-driven Resource Management for Transient Cloud Servers.Prateek Sharma, David Irwin, Prashant J. Shenoy
2016EuroSysFlint: batch-interactive data-intensive processing on transient servers.Prateek Sharma, Tian Guo, Xin He, David Irwin, Prashant J. Shenoy
2016ICDCSSpotLight: An Information Service for the Cloud.Xue Ouyang, David Irwin, Prashant J. Shenoy
2016SCTransient guarantees: maximizing the value of idle cloud capacity.Supreeth Shastri, Amr Rizk, David Irwin
2016SENSYSSunSpot: Exposing the Location of Anonymous Solar-powered Homes.Dong Chen, Srinivasan Iyengar, David Irwin, Prashant J. Shenoy
2016SENSYSAnalyzing Energy Usage on a City-scale using Utility Smart Meters.Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant J. Shenoy
2015CLOUDSpotOn: a batch computing service for the spot market.Supreeth Subramanya, Tian Guo, Prateek Sharma, David Irwin, Prashant J. Shenoy
2015EuroSysSpotCheck: designing a derivative IaaS cloud on the spot market.Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, Prashant J. Shenoy
2015HPDCCutting the Cost of Hosting Online Services Using Cloud Spot Markets.Xin He, Prashant J. Shenoy, Ramesh K. Sitaraman, David Irwin
2015SENSYSiProgram: Inferring Smart Schedules for Dumb Thermostats.Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David Irwin, Prashant J. Shenoy, Benjamin M. Marlin
2014PERCOMCombined heat and privacy: Preventing occupancy detection from smart meters.Dong Chen, David Irwin, Prashant J. Shenoy, Jeannie R. Albrecht
2014SENSYSPowerPlay: creating virtual power meters through online load tracking.Sean Kenneth Barker, Sandeep Kalra, David Irwin, Prashant J. Shenoy
2014SENSYSMinimizing electricity costs by sharing energy in sustainable microgrids.Zhichuan Huang, Ting Zhu, Yu Gu, David Irwin, Aditya Kumar Mishra, Prashant J. Shenoy
2014SENSYSSolarCast: a cloud-based black box solar predictor for smart homes.Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant J. Shenoy, Krithi Ramamritham
2014SENSYSSolarCast - an open web service for predicting solar power generation in smart homes: demo abstract.Srinivasan Iyengar, Navin Sharma, David Irwin, Prashant J. Shenoy, Krithi Ramamritham
2013MMSysGreenCache: augmenting off-the-grid cellular towers with multimedia caches.Navin Sharma, Dilip Kumar Krishnappa, David Irwin, Michael Zink, Prashant J. Shenoy
2013NSDIYank: Enabling Green Data Centers to Pull the Plug.Rahul Singh, David Irwin, Prashant J. Shenoy, Kadangode K. Ramakrishnan
2013SENSYSNon-Intrusive Occupancy Monitoring using Smart Meters.Dong Chen, Sean Kenneth Barker, Adarsh Subbaswamy, David Irwin, Prashant J. Shenoy
2013SENSYSIncentivizing Advanced Load Scheduling in Smart Homes.Ye Xu, David Irwin, Prashant J. Shenoy
2012FCDesigning Privacy-Preserving Smart Meters with Low-Cost Microcontrollers.Andres Molina-Markham, George Danezis, Kevin Fu, Prashant J. Shenoy, David Irwin
2012IPCCCCloudCast: Cloud computing for short-term mobile weather forecasts.Dilip Kumar Krishnappa, David Irwin, Eric Lyons, Michael Zink
2012IGARSSCompute cloud based weather detection and warning system.Dilip Kumar Krishnappa, Eric Lyons, David Irwin, Michael Zink
2012LCNNetwork capabilities of cloud services for a real time scientific application.Dilip Kumar Krishnappa, Eric Lyons, David Irwin, Michael Zink
2012PERCOMSmartCap: Flattening peak electricity demand in smart homes.Sean Kenneth Barker, Aditya Kumar Mishra, David Irwin, Prashant J. Shenoy, Jeannie R. Albrecht
2011ASPLOSBlink: managing server clusters on intermittent power.Navin Sharma, Sean Kenneth Barker, David Irwin, Prashant J. Shenoy
2011SENSYSExploiting home automation protocols for load monitoring in smart buildings.David Irwin, Sean Kenneth Barker, Aditya Kumar Mishra, Prashant J. Shenoy, Anthony Wu, Jeannie R. Albrecht
2011SENSYSThe case for efficient renewable energy management in smart homes.Ting Zhu, Aditya Kumar Mishra, David Irwin, Navin Sharma, Prashant J. Shenoy, Donald F. Towsley
2010LANMANResource management in data-intensive clouds: Opportunities and challenges.David Irwin, Prashant J. Shenoy, Emmanuel Cecchet, Michael Zink
2010SENSYSPrivate memoirs of a smart meter.Andres Molina-Markham, Prashant J. Shenoy, Kevin Fu, Emmanuel Cecchet, David Irwin
2010SECONCloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems.Navin Sharma, Jeremy Gummeson, David Irwin, Prashant J. Shenoy
2010TridentComTowards a Virtualized Sensing Environment.David Irwin, Navin Sharma, Prashant J. Shenoy, Michael Zink
2009EWSNSRCP: Simple Remote Control for Perpetual High-Power Sensor Networks.Navin Sharma, Jeremy Gummeson, David Irwin, Prashant J. Shenoy
2007SIGMODAutomated and on-demand provisioning of virtual machines for database applications.Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David Irwin, Laura E. Grit, Aydan R. Yumerefendi, Shivnath Babu, Jeffrey S. Chase
2006ISCAEnsemble-level Power Management for Dense Blade Servers.Parthasarathy Ranganathan, Phil Leech, David Irwin, Jeffrey S. Chase
2006SCVirtual Machine Hosting for Networked Clusters: Building the Foundations for "Autonomic" Orchestration.Laura E. Grit, David Irwin, Aydan R. Yumerefendi, Jeffrey S. Chase
2006SCGrid allocation and reservation - Toward a doctrine of containment: grid hosting with adaptive resource control.Lavanya Ramakrishnan, David Irwin, Laura E. Grit, Aydan R. Yumerefendi, Adriana Iamnitchi, Jeffrey S. Chase
2006USENIXSharing Networked Resources with Brokered Leases.David Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan R. Yumerefendi, David Becker, Ken Yocum
2005SIGCOMMSelf-recharging virtual currency.David Irwin, Jeffrey S. Chase, Laura E. Grit, Aydan R. Yumerefendi