Dynamic Virtual Clusters in a Grid Site Manager. - Jeffrey S. Chase; David E. Irwin 001; Laura E. Grit; Justin D. Moore; Sara Sprenkle (HPDC, 2003)

Balancing Risk and Reward in a Market-Based Task Service. - David E. Irwin 001; Laura E. Grit; Jeffrey S. Chase (HPDC, 2004)

Self-recharging virtual currency. - David E. Irwin 001; Jeffrey S. Chase; Laura E. Grit; Aydan R. Yumerefendi (P2PECON@SIGCOMM, 2005)

Ensemble-level Power Management for Dense Blade Servers. - Parthasarathy Ranganathan; Phil Leech; David E. Irwin 001; Jeffrey S. Chase (ISCA, 2006)

Virtual Machine Hosting for Networked Clusters: Building the Foundations for "Autonomic" Orchestration. - Laura E. Grit; David E. Irwin 001; Aydan R. Yumerefendi; Jeffrey S. Chase (VTDC@SC, 2006)

Grid allocation and reservation - Toward a doctrine of containment: grid hosting with adaptive resource control. - Lavanya Ramakrishnan; David E. Irwin 001; Laura E. Grit; Aydan R. Yumerefendi; Adriana Iamnitchi; Jeffrey S. Chase (SC, 2006)

Sharing Networked Resources with Brokered Leases. - David E. Irwin 001; Jeffrey S. Chase; Laura E. Grit; Aydan R. Yumerefendi; David Becker; Ken Yocum (USENIX ATC, General Track, 2006)

Automated and on-demand provisioning of virtual machines for database applications. - Piyush Shivam; Azbayar Demberel; Pradeep Gunda; David E. Irwin 001; Laura E. Grit; Aydan R. Yumerefendi; Shivnath Babu; Jeffrey S. Chase (SIGMOD Conference, 2007)

An Operating System Architecture for Networked Server Infrastructure. - David Emory Irwin (2007)

SRCP: Simple Remote Control for Perpetual High-Power Sensor Networks. - Navin Sharma; Jeremy Gummeson; David E. Irwin 001; Prashant J. Shenoy (EWSN, 2009)

Automated negotiation with decommitment for dynamic resource allocation in cloud computing. - Bo An 001; Victor R. Lesser; David E. Irwin 001; Michael Zink (AAMAS, 2010)

Resource management in data-intensive clouds: Opportunities and challenges. - David E. Irwin 001; Prashant J. Shenoy; Emmanuel Cecchet; Michael Zink (LANMAN, 2010)

Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems. - Navin Sharma; Jeremy Gummeson; David E. Irwin 001; Prashant J. Shenoy (SECON, 2010)

Private memoirs of a smart meter. - Andres Molina-Markham; Prashant J. Shenoy; Kevin Fu; Emmanuel Cecchet; David E. Irwin 001 (BuildSys@SenSys, 2010)

Towards a Virtualized Sensing Environment. - David E. Irwin 001; Navin Sharma; Prashant J. Shenoy; Michael Zink (TRIDENTCOM, 2010)

Blink: managing server clusters on intermittent power. - Navin Sharma; Sean Kenneth Barker; David E. Irwin 001; Prashant J. Shenoy (ASPLOS, 2011)

Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior. - Ville Satopaa; Jeannie R. Albrecht; David E. Irwin 001; Barath Raghavan (ICDCS Workshops, 2011)

MultiSense: fine-grained multiplexing for steerable camera sensor networks. - Navin Sharma; David E. Irwin 001; Prashant J. Shenoy; Michael Zink (MMSys, 2011)

Exploiting home automation protocols for load monitoring in smart buildings. - David E. Irwin 001; Sean Kenneth Barker; Aditya Kumar Mishra; Prashant J. Shenoy; Anthony Wu; Jeannie R. Albrecht (BuildSys@SenSys, 2011)

The case for efficient renewable energy management in smart homes. - Ting Zhu 001; Aditya Kumar Mishra; David E. Irwin 001; Navin Sharma; Prashant J. Shenoy; Donald F. Towsley (BuildSys@SenSys, 2011)

Predicting solar generation from weather forecasts using machine learning. - Navin Sharma; Pranshu Sharma; David E. Irwin 001; Prashant J. Shenoy (SmartGridComm, 2011)

Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers. - Andres Molina-Markham; George Danezis; Kevin Fu; Prashant J. Shenoy; David E. Irwin 001 (IACR Cryptol. ePrint Arch., 2011)

SmartCharge: cutting the electricity bill in smart homes with energy storage. - Aditya Kumar Mishra; David E. Irwin 001; Prashant J. Shenoy; Jim Kurose; Ting Zhu 001 (e-Energy, 2012)

An intermittent energy internet architecture. - Barath Raghavan; David E. Irwin 001; Jeannie R. Albrecht; Justin Ma; Adam Streed (e-Energy, 2012)

Compute cloud based weather detection and warning system. - Dilip Kumar Krishnappa; Eric Lyons 001; David E. Irwin 001; Michael Zink (IGARSS, 2012)

CloudCast: Cloud computing for short-term mobile weather forecasts. - Dilip Kumar Krishnappa; David E. Irwin 001; Eric Lyons 001; Michael Zink (IPCCC, 2012)

Network capabilities of cloud services for a real time scientific application. - Dilip Kumar Krishnappa; Eric Lyons 001; David E. Irwin 001; Michael Zink (LCN, 2012)

SmartCap: Flattening peak electricity demand in smart homes. - Sean Kenneth Barker; Aditya Kumar Mishra; David E. Irwin 001; Prashant J. Shenoy; Jeannie R. Albrecht (PerCom, 2012)

MultiSense: proportional-share for mechanically steerable sensor networks. - Navin Sharma; David E. Irwin 001; Michael Zink; Prashant J. Shenoy (Multim. Syst., 2012)

Scaling distributed energy storage for grid peak reduction. - Aditya Kumar Mishra; David E. Irwin 001; Prashant J. Shenoy; Ting Zhu 001 (e-Energy, 2013)

Empirical characterization and modeling of electrical loads in smart homes. - Sean Kenneth Barker; Sandeep Kalra; David E. Irwin 001; Prashant J. Shenoy (IGCC, 2013)

A distributed file system for intermittent power. - Navin Sharma; David E. Irwin 001; Prashant J. Shenoy (IGCC, 2013)

Sharing renewable energy in smart microgrids. - Ting Zhu 001; Zhichuan Huang; Ankur Sharma; Jikui Su; David E. Irwin 001; Aditya Kumar Mishra; Daniel S. Menasché; Prashant J. Shenoy (ICCPS, 2013)

GreenCache: augmenting off-the-grid cellular towers with multimedia caches. - Navin Sharma; Dilip Kumar Krishnappa; David E. Irwin 001; Michael Zink; Prashant J. Shenoy (MMSys, 2013)

Yank: Enabling Green Data Centers to Pull the Plug. - Rahul Singh; David E. Irwin 001; Prashant J. Shenoy; Kadangode K. Ramakrishnan (NSDI, 2013)

Non-Intrusive Occupancy Monitoring using Smart Meters. - Dong Chen 010; Sean Kenneth Barker; Adarsh Subbaswamy; David E. Irwin 001; Prashant J. Shenoy (BuildSys@SenSys, 2013)

Incentivizing Advanced Load Scheduling in Smart Homes. - Ye Xu; David E. Irwin 001; Prashant J. Shenoy (BuildSys@SenSys, 2013)

CloudCast: Cloud Computing for Short-Term Weather Forecasts. - Dilip Kumar Krishnappa; David E. Irwin 001; Eric Lyons 001; Michael Zink (Comput. Sci. Eng., 2013)

GreenCharge: Managing RenewableEnergy in Smart Buildings. - Aditya Kumar Mishra; David E. Irwin 001; Prashant J. Shenoy; Jim Kurose; Ting Zhu 001 (IEEE J. Sel. Areas Commun., 2013)

Combined heat and privacy: Preventing occupancy detection from smart meters. - Dong Chen 010; David E. Irwin 001; Prashant J. Shenoy; Jeannie R. Albrecht (PerCom, 2014)

PowerPlay: creating virtual power meters through online load tracking. - Sean Kenneth Barker; Sandeep Kalra; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2014)

Minimizing electricity costs by sharing energy in sustainable microgrids. - Zhichuan Huang; Ting Zhu 001; Yu Gu 001; David E. Irwin 001; Aditya Kumar Mishra; Prashant J. Shenoy (BuildSys, 2014)

SolarCast: a cloud-based black box solar predictor for smart homes. - Srinivasan Iyengar; Navin Sharma; David E. Irwin 001; Prashant J. Shenoy; Krithi Ramamritham (BuildSys, 2014)

SolarCast - an open web service for predicting solar power generation in smart homes: demo abstract. - Srinivasan Iyengar; Navin Sharma; David E. Irwin 001; Prashant J. Shenoy; Krithi Ramamritham (BuildSys, 2014)

Non-intrusive load identification for smart outlets. - Sean Kenneth Barker; Mohamed Musthag; David E. Irwin 001; Prashant J. Shenoy (SmartGridComm, 2014)

Here Today, Gone Tomorrow: Exploiting Transient Servers in Datacenters. - Rahul Singh; Prateek Sharma; David E. Irwin 001; Prashant J. Shenoy; K. K. Ramakrishnan (IEEE Internet Comput., 2014)

Empirical Characterization, Modeling, and Analysis of Smart Meter Data. - Sean Kenneth Barker; Sandeep Kalra; David E. Irwin 001; Prashant J. Shenoy (IEEE J. Sel. Areas Commun., 2014)

Leveraging weather forecasts in renewable energy systems. - Navin Sharma; Jeremy Gummeson; David E. Irwin 001; Ting Zhu 001; Prashant J. Shenoy (Sustain. Comput. Informatics Syst., 2014)

SpotOn: a batch computing service for the spot market. - Supreeth Subramanya; Tian Guo 001; Prateek Sharma; David E. Irwin 001; Prashant J. Shenoy (SoCC, 2015)

Integrating Energy Storage in Electricity Distribution Networks. - Aditya Kumar Mishra; Ramesh K. Sitaraman; David E. Irwin 001; Ting Zhu 001; Prashant J. Shenoy; Bhavana Dalvi; Stephen Lee (e-Energy, 2015)

SpotCheck: designing a derivative IaaS cloud on the spot market. - Prateek Sharma; Stephen Lee; Tian Guo 001; David E. Irwin 001; Prashant J. Shenoy (EuroSys, 2015)

Optimizing parallel HPC applications for green energy sources. - Cong Wang 014; Michael Zink; David E. Irwin 001 (IGSC, 2015)

Cutting the Cost of Hosting Online Services Using Cloud Spot Markets. - Xin He; Prashant J. Shenoy; Ramesh K. Sitaraman; David E. Irwin 001 (HPDC, 2015)

iProgram: Inferring Smart Schedules for Dumb Thermostats. - Srinivasan Iyengar; Sandeep Kalra; Anushree Ghosh; David E. Irwin 001; Prashant J. Shenoy; Benjamin M. Marlin (BuildSys, 2015)

Managing server clusters on intermittent power. - Navin Sharma; Dilip Kumar Krishnappa; Sean Kenneth Barker; David E. Irwin 001; Prashant J. Shenoy (PeerJ Comput. Sci., 2015)

BlinkFS: A distributed file system for intermittent power. - Navin Sharma; David E. Irwin 001; Prashant J. Shenoy (Sustain. Comput. Informatics Syst., 2015)

Preventing Occupancy Detection From Smart Meters. - Dong Chen 010; Sandeep Kalra; David E. Irwin 001; Prashant J. Shenoy; Jeannie R. Albrecht (IEEE Trans. Smart Grid, 2015)

Non-intrusive model derivation: automated modeling of residential electrical loads. - Srinivasan Iyengar; David E. Irwin 001; Prashant J. Shenoy (e-Energy, 2016)

SunShade: software-defined solar systems. - Akansha Singh; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy (e-Energy (Posters), 2016)

Flint: batch-interactive data-intensive processing on transient servers. - Prateek Sharma; Tian Guo 001; Xin He; David E. Irwin 001; Prashant J. Shenoy (EuroSys, 2016)

AutoPlug: An automated metadata service for smart outlets. - Lurdh Pradeep Reddy Ambati; David E. Irwin 001 (IGSC, 2016)

Shared solar-powered EV charging stations: Feasibility and benefits. - Stephen Lee; Srinivasan Iyengar; David E. Irwin 001; Prashant J. Shenoy (IGSC, 2016)

How Not to Bid the Cloud. - Prateek Sharma; David E. Irwin 001; Prashant J. Shenoy (HotCloud, 2016)

Cloud Spot Markets are Not Sustainable: The Case for Transient Guarantees. - Supreeth Subramanya; Amr Rizk; David E. Irwin 001 (HotCloud, 2016)

SpotLight: An Information Service for the Cloud. - Xue Ouyang; David E. Irwin 001; Prashant J. Shenoy (ICDCS, 2016)

Transient guarantees: maximizing the value of idle cloud capacity. - Supreeth Shastri; Amr Rizk; David E. Irwin 001 (SC, 2016)

SunSpot: Exposing the Location of Anonymous Solar-powered Homes. - Dong Chen 010; Srinivasan Iyengar; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2016)

Analyzing Energy Usage on a City-scale using Utility Smart Meters. - Srinivasan Iyengar; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2016)

SmartSim: A device-accurate smart home simulator for energy analytics. - Dong Chen 010; David E. Irwin 001; Prashant J. Shenoy (SmartGridComm, 2016)

Analyzing the Efficiency of a Green University Data Center. - Patrick Pegus II; Benoy Varghese; Tian Guo 001; David E. Irwin 001; Prashant J. Shenoy; Anirban Mahanti; James Culbert; John Goodhue; Chris Hill (ICPE, 2016)

Beyond Energy-Efficiency: Evaluating Green Datacenter Applications for Energy-Agility. - Supreeth Subramanya; Zain Mustafa; David E. Irwin 001; Prashant J. Shenoy (ICPE, 2016)

Weatherman: Exposing weather-based privacy threats in big energy data. - Dong Chen 010; David E. Irwin 001 (IEEE BigData, 2017)

HotSpot: automated server hopping in cloud spot markets. - Supreeth Shastri; David E. Irwin 001 (SoCC, 2017)

SunDance: Black-box Behind-the-Meter Solar Disaggregation. - Dong Chen 010; David E. Irwin 001 (e-Energy, 2017)

Distributed Rate Control for Smart Solar Arrays. - Stephen Lee; Srinivasan Iyengar; David E. Irwin 001; Prashant J. Shenoy (e-Energy, 2017)

iSchedule: Campus-scale HVAC Scheduling via Mobile WiFi Monitoring. - Amee Trivedi; Jeremy Gummeson; David E. Irwin 001; Deepak Ganesan; Prashant J. Shenoy (e-Energy, 2017)

Towards Index-based Global Trading in Cloud Spot Markets. - Supreeth Shastri; David E. Irwin 001 (HotCloud, 2017)

The Financialization of Cloud Computing: Opportunities and Challenges. - David E. Irwin 001; Prateek Sharma; Supreeth Shastri; Prashant J. Shenoy (ICCCN, 2017)

SunShade: enabling software-defined solar-powered systems. - Akansha Singh; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy (ICCPS, 2017)

Enforcing fair grid energy access for controllable distributed solar capacity. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy; Jay Taneja (BuildSys, 2017)

Keep It Simple: Bidding for Servers in Today's Cloud Platforms. - Prateek Sharma; David E. Irwin 001; Prashant J. Shenoy (IEEE Internet Comput., 2017)

Design and Operational Analysis of a Green Data Center. - Prateek Sharma; Patrick Pegus II; David E. Irwin 001; Prashant J. Shenoy; John Goodhue; James Culbert (IEEE Internet Comput., 2017)

Pervasive Energy Monitoring and Control Through Low-Bandwidth Power Line Communication. - Sean Kenneth Barker; David E. Irwin 001; Prashant J. Shenoy (IEEE Internet Things J., 2017)

Portfolio-driven Resource Management for Transient Cloud Servers. - Prateek Sharma; David E. Irwin 001; Prashant J. Shenoy (Proc. ACM Meas. Anal. Comput. Syst., 2017)

Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches. - Dong Chen 010; David E. Irwin 001 (SIGMETRICS Perform. Evaluation Rev., 2017)

Minimizing Transmission Loss in Smart Microgrids by Sharing Renewable Energy. - Zhichuan Huang; Ting Zhu 001; David E. Irwin 001; Aditya Kumar Mishra; Daniel Sadoc Menasché; Prashant J. Shenoy (ACM Trans. Cyber Phys. Syst., 2017)

Enabling Distributed Energy Storage by Incentivizing Small Load Shifts. - David E. Irwin 001; Srinivasan Iyengar; Stephen Lee; Aditya Kumar Mishra; Prashant J. Shenoy; Ye Xu (ACM Trans. Cyber Phys. Syst., 2017)

A Cloud-Based Black-Box Solar Predictor for Smart Homes. - Srinivasan Iyengar; Navin Sharma; David E. Irwin 001; Prashant J. Shenoy; Krithi Ramamritham (ACM Trans. Cyber Phys. Syst., 2017)

Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources. - Guoyi Zhao; Lixin Gao 001; David E. Irwin 001 (IEEE BigData, 2018)

Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. - Supreeth Shastri; David E. Irwin 001 (SoCC, 2018)

vSolar: Virtualizing Community Solar and Storage for Energy Sharing. - Stephen Lee; Prashant J. Shenoy; Krithi Ramamritham; David E. Irwin 001 (e-Energy, 2018)

Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage. - John Wamburu; Stephen Lee; Prashant J. Shenoy; David E. Irwin 001 (e-Energy, 2018)

Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era. - Dong Chen 010; Phuthipong Bovornkeeratiroj; David E. Irwin 001; Prashant J. Shenoy (ICDCS, 2018)

WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale. - Srinivasan Iyengar; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy; Benjamin Weil (KDD, 2018)

Helios: a programmable software-defined solar module. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2018)

Staring at the sun: a physical black-box solar performance model. - Dong Chen 010; Joseph Breda; David E. Irwin 001 (BuildSys, 2018)

Energy-agile design for parallel HPC applications. - Cong Wang 014; Michael Zink; David E. Irwin 001 (Sustain. Comput. Informatics Syst., 2018)

Mechanisms and Policies for Controlling Distributed Solar Capacity. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy; Jay Taneja (ACM Trans. Sens. Networks, 2018)

Managing Risk in a Derivative IaaS Cloud. - Prateek Sharma; Stephen Lee; Tian Guo 001; David E. Irwin 001; Prashant J. Shenoy (IEEE Trans. Parallel Distributed Syst., 2018)

Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources. - Pradeep Ambati; David E. Irwin 001; Prashant J. Shenoy; Lixin Gao 001; Ahmed Ali-Eldin; Jeannie R. Albrecht (IC2E, 2019)

The Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers. - David E. Irwin 001; Prashant J. Shenoy; Pradeep Ambati; Prateek Sharma; Supreeth Shastri; Ahmed Ali-Eldin (ICCCN, 2019)

Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting. - Noman Bashir; Dong Chen 010; David E. Irwin 001; Prashant J. Shenoy (MASS, 2019)

Solar-TK: A Solar Modeling and Forecasting Toolkit. - Noman Bashir; Dong Chen 010; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2019)

Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing. - Joseph Breda; Amee Trivedi; Chulabhaya Wijesundara; Phuthipong Bovornkeeratiroj; David E. Irwin 001; Prashant J. Shenoy; Jay Taneja (BuildSys, 2019)

On the Feasibility, Cost, and Carbon Emissions of Grid Defection. - Akansha Singh Bansal; David E. Irwin 001 (SmartGridComm, 2019)

Smart Homes: Implemented. - David E. Irwin 001; A. J. Brush; Mike Hazas; Jeannie Albrecht (IEEE Pervasive Comput., 2019)

Optimizing the Cost of Executing Mixed Interactive and Batch Workloads on Transient VMs. - Pradeep Ambati; David E. Irwin 001 (Proc. ACM Meas. Anal. Comput. Syst., 2019)

Building Virtual Power Meters for Online Load Tracking. - Sean Kenneth Barker; Sandeep Kalra; David E. Irwin 001; Prashant J. Shenoy (ACM Trans. Cyber Phys. Syst., 2019)

Inferring Smart Schedules for Dumb Thermostats. - Srinivasan Iyengar; Sandeep Kalra; Anushree Ghosh; David E. Irwin 001; Prashant J. Shenoy; Benjamin M. Marlin (ACM Trans. Cyber Phys. Syst., 2019)

Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems. - Santiago Correa; Noman Bashir; Andrew Tran; David E. Irwin 001; Jay Taneja (COMPASS, 2020)

SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. - Menghong Feng; Noman Bashir; Prashant J. Shenoy; David E. Irwin 001; Dragoljub Kosanovic (COMPASS, 2020)

Emission-aware Energy Storage Scheduling for a Greener Grid. - Rishikesh Jha; Stephen Lee; Srinivasan Iyengar; Mohammad H. Hajiesmaili; David E. Irwin 001; Prashant J. Shenoy (e-Energy, 2020)

Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. - Akhil Soman; Amee Trivedi; David E. Irwin 001; Beka Kosanovic; Benjamin McDaniel; Prashant J. Shenoy (e-Energy, 2020)

No Reservations: A First Look at Amazon's Reserved Instance Marketplace. - Pradeep Ambati; David E. Irwin 001; Prashant J. Shenoy (HotCloud, 2020)

Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. - Pradeep Ambati; Noman Bashir; David E. Irwin 001; Mohammad H. Hajiesmaili; Prashant J. Shenoy (IC2E, 2020)

AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. - Qianlin Liang; Prashant J. Shenoy; David E. Irwin 001 (IISWC, 2020)

RepEL: A Utility-Preserving Privacy System for IoT-Based Energy Meters. - Phuthipong Bovornkeeratiroj; Srinivasan Iyengar; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy (IoTDI, 2020)

Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. - Pradeep Ambati; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SC, 2020)

See the Light: Modeling Solar Performance using Multispectral Satellite Data. - Akansha Singh Bansal; David E. Irwin 001 (BuildSys, 2020)

DeepSnow: Modeling the Impact of Snow on Solar Generation. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2020)

Greening Electric Bike Sharing Using Solar Charging Stations. - John Wamburu; Christopher Raff; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2020)

Exploiting Satellite Data for Solar Performance Modeling. - Akansha Singh Bansal; David E. Irwin 001 (SmartGridComm, 2020)

AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. - Qianlin Liang; Prashant J. Shenoy; David E. Irwin 001 (CoRR, 2020)

SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. - Menghong Feng; Noman Bashir; Prashant J. Shenoy; David E. Irwin 001; Beka Kosanovic (CoRR, 2020)

Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud. - Pradeep Ambati; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SoCC, 2021)

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. - Noman Bashir; Tian Guo 001; Mohammad H. Hajiesmaili; David E. Irwin 001; Prashant J. Shenoy; Ramesh K. Sitaraman; Abel Souza; Adam Wierman (SoCC, 2021)

The Open Cloud Testbed (OCT): A Platform for Research into new Cloud Technologies. - Michael Zink; David E. Irwin 001; Emmanuel Cecchet; Hakan Saplakoglu; Orran Krieger; Martin C. Herbordt; Michael Daitzman; Peter Desnoyers; Miriam Leeser; Suranga Handagala (CloudNet, 2021)

Take it to the limit: peak prediction-driven resource overcommitment in datacenters. - Noman Bashir; Nan Deng; Krzysztof Rzadca; David E. Irwin 001; Sree Kodak; Rohit Jnagal (EuroSys, 2021)

VPeak: exploiting volunteer energy resources for flexible peak shaving. - Phuthipong Bovornkeeratiroj; John Wamburu; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2021)

Towards equity in energy efficiency analyses. - John Wamburu; Emma Grazier; David E. Irwin 001; Christine Crago; Prashant J. Shenoy (BuildSys, 2021)

AutoShare: Virtual community solar and storage for energy sharing. - Stephen Lee; Prashant J. Shenoy; Krithi Ramamritham; David E. Irwin 001 (Energy Inform., 2021)

Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis. - John Wamburu; Stephen Lee; Mohammad H. Hajiesmaili; David E. Irwin 001; Prashant J. Shenoy (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Sustain. Comput. Informatics Syst., 2021)

Phone-based ambient temperature sensing using opportunistic crowdsensing and machine learning. - Amee Trivedi; Phuthipong Bovornkeeratiroj; Joseph Breda; Prashant J. Shenoy; Jay Taneja; David E. Irwin 001 (Sustain. Comput. Informatics Syst., 2021)

Model-driven Per-panel Solar Anomaly Detection for Residential Arrays. - Menghong Feng; Noman Bashir; Prashant J. Shenoy; David Emory Irwin; Beka Kosanovic (ACM Trans. Cyber Phys. Syst., 2021)

WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. - Srinivasan Iyengar; Stephen Lee; David E. Irwin 001; Prashant J. Shenoy; Benjamin Weil (Trans. Data Sci., 2021)

Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers. - Pradeep Ambati; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (IEEE Trans. Parallel Distributed Syst., 2021)

PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. - Phuthipong Bovornkeeratiroj; John Wamburu; David E. Irwin 001; Prashant J. Shenoy (COMPASS, 2022)

A moment in the sun: solar nowcasting from multispectral satellite data using self-supervised learning. - Akansha Singh Bansal; Trapit Bansal; David E. Irwin 001 (e-Energy, 2022)

Data-driven decarbonization of residential heating systems: an equity perspective. - John Wamburu; Emma Grazier; David E. Irwin 001; Christine Crago; Prashant J. Shenoy (e-Energy, 2022)

Data-driven decarbonization of residential heating systems. - John Wamburu; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (BuildSys, 2022)

Sustainable Computing - Without the Hot Air. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy; Abel Souza (CoRR, 2022)

Guest Editorial: Special Section on Intersection of Computing and Communication Technologies With Energy Systems. - Sid Chi-Kin Chau; David E. Irwin 001; Minghua Chen 001; Gopal Ramchurn (IEEE Trans. Sustain. Comput., 2022)

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. - Abel Souza; Noman Bashir; Jorge Murillo; Walid A. Hanafy; Qianlin Liang; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (2), 2023)

Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. - John Thiede; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SoCC, 2023)

Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. - Noman Bashir; Yasra Chandio; David E. Irwin 001; Fatima M. Anwar 001; Jeremy Gummeson; Prashant J. Shenoy (e-Energy, 2023)

On the Promise and Pitfalls of Optimizing Embodied Carbon. - Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (HotCarbon, 2023)

The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. - Walid A. Hanafy; Roozbeh Bostandoost; Noman Bashir; David E. Irwin 001; Mohammad Hajiesmaili; Prashant J. Shenoy (HotCarbon, 2023)

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SEC, 2023)

No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems. - Anupama Sitaraman; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (IGSC, 2023)

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 E. Irwin 001; Prashant J. Shenoy (IGSC, 2023)

Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; Ahmed Ali-Eldin; David E. Irwin 001; Prashant J. Shenoy (IoTDI, 2023)

Quantifying the Decarbonization Potential of Flexible Load. - Phuthipong Bovornkeeratiroj; Noman Bashir; Vivek Deulkar; Bharathan Balaji; Prashant J. Shenoy; David E. Irwin 001; Mohammad Hajiesmaili (BuildSys, 2023)

Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters. - Talha Mehboob; Noman Bashir; Michael Zink; David E. Irwin 001 (ICPE, 2023)

Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. - Thanathorn Sukprasert; Abel Souza; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (CoRR, 2023)

CEFL: Carbon-Efficient Federated Learning. - Talha Mehboob; Noman Bashir; Jesús Omana Iglesias; Michael Zink; David E. Irwin 001 (CoRR, 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2023)

WattScope: Non-intrusive application-level power disaggregation in datacenters. - Xiaoding Guan; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Perform. Evaluation, 2023)

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Proc. ACM Meas. Anal. Comput. Syst., 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (3), 2024)

SLO-Power: SLO and Power-aware Elastic Scaling for Web Services. - Mehmet Savasci; Abel Souza; Li Wu; David E. Irwin 001; Ahmed Ali-Eldin; Prashant J. Shenoy (CCGrid, 2024)

The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling. - Noman Bashir; Varun Gohil; Anagha Belavadi Subramanya; Mohammad Shahrad; David E. Irwin 001; Elsa Olivetti; Christina Delimitrou (SoCC, 2024)

CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks. - Jorge Murillo; Walid A. Hanafy; David E. Irwin 001; Ramesh K. Sitaraman; Prashant J. Shenoy (SoCC, 2024)

TailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling. - Nathan Ng 002; Abel Souza; Ahmed Ali-Eldin; David E. Irwin 001; Don Towsley; Prashant J. Shenoy (SoCC, 2024)

The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. - Diptyaroop Maji; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy; Ramesh K. Sitaraman (e-Energy, 2024)

Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. - Diptyaroop Maji; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy; Ramesh K. Sitaraman (e-Energy, 2024)

On the Implications of Choosing Average versus Marginal Carbon Intensity Signals on Carbon-aware Optimizations. - Thanathorn Sukprasert; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (e-Energy, 2024)

On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. - Thanathorn Sukprasert; Abel Souza; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (EuroSys, 2024)

PADS: Power Budgeting with Diagonal Scaling for Performance-Aware Cloud Workloads. - Mehmet Savasci; Abel Souza; David E. Irwin 001; Ahmed Ali-Eldin; Prashant J. Shenoy (IGSC, 2024)

INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing. - Bin Wang; David E. Irwin 001; Prashant J. Shenoy; Don Towsley (INFOCOM, 2024)

Analyzing the Energy Usage of a Community and the Benefits of Energy Storage. - John Wamburu; Stephen Lee; Srinivasan Iyengar; David E. Irwin 001; Prashant J. Shenoy (ACM J. Comput. Sustain. Soc., 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. - Thanathorn Sukprasert; Abel Souza; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

A First Look at Node-Level Curtailment of Renewable Energy and its Implications. - Diptyaroop Maji; David E. Irwin 001; Prashant J. Shenoy; Ramesh K. Sitaraman (e-Energy, 2025)

Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (SenSys, 2025)

Special Issue on Computing for Sustainability. - David E. Irwin 001; Prashant J. Shenoy (IEEE Internet Comput., 2025)

A Vision for Computational Decarbonization of Societal Infrastructure. - David E. Irwin 001; Prashant J. Shenoy; Mohammad Hajiesmaili; Walid A. Hanafy; Jimi Oke; Ramesh K. Sitaraman; Yuvraj Agarwal; Geoffrey J. Gordon; Zico Kolter; Deepak Rajagopal; Mani Srivastava 001; Vivienne Sze; et al. (IEEE Internet Comput., 2025)

CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing. - Li Wu; Walid A. Hanafy; Abel Souza; Khai Nguyen; Jan Harkes; David E. Irwin 001; Mahadev Satyanarayanan; Prashant J. Shenoy (CoRR, 2025)

To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing. - Nathan Ng 002; David E. Irwin 001; Ananthram Swami; Don Towsley; Prashant J. Shenoy (CoRR, 2025)

FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments. - Li Wu; Walid A. Hanafy; Tarek F. Abdelzaher; David E. Irwin 001; Jesse Milzman; Prashant J. Shenoy (CoRR, 2025)

CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters. - Walid A. Hanafy; Li Wu; David E. Irwin 001; Prashant J. Shenoy (CoRR, 2025)

LLM-Driven Auto Configuration for Transient IoT Device Collaboration. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (CoRR, 2025)

PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training. - Talha Mehboob; Luanzheng Guo; Nathan R. Tallent; Michael Zink; David E. Irwin 001 (CoRR, 2025)