Publications
You can also find my articles on my Google Scholar profile.
I broadly categorize my work into four areas: (i) sustainable computing, (ii) energy- and resource-efficient computer systems, (iii) societal systems, and (iii) energy systems. A unifying theme across these domains is the design of sustainable, efficient, and reliable applications on top of inherently unreliable system and resource dynamics under real-world constraints. My research has been published in leading venues across computer systems and energy systems, including ASPLOS, EuroSys, SIGMETRICS/Performance, SoCC, SC, ICML, e-Energy, BuildSys, and HotCarbon.
Sustainable Computing
This work positions carbon footprint as a first-class metric in the design and operation of computer systems. It spans vision papers exploring what sustainability means for computing, metrics research on how to quantify and attribute carbon emissions, theoretical advances in designing algorithms for carbon-aware optimization, and systems work that develops the abstractions and infrastructure needed to deploy these optimizations.- "Carbon-and Precedence-Aware Scheduling for Data Processing Clusters," Under Review, 2025
- "Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints," ACM SIGMETRICS, 2025
- "The Climate and Sustainability Implications of Generative AI," An MIT Exploration of Generative AI, 2024
- "The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling," ACM Symposium on Cloud Computing (SoCC), 2024
- "On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud," European Conference on Computer Systems (EuroSys), 2024
- "Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions," ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2024
- "Chasing Convex Functions with Long-term Constraints," The International Conference on Machine Learning (ICML), 2024
- "Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms," ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), 2024
- "CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency," ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), 2024
- "The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting," ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), 2024
- "LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024
- "The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy,," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024
- "Short Paper – On the Implications of Choosing Average versus Marginal Carbon Intensity Signals on Carbon-aware Optimizations," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024
- "Data-driven Algorithm Selection for Carbon-Aware Scheduling," Workshop on Sustainable Computer Systems (HotCarbon), 2024
- "Scoping Sustainable Collaborative Mixed Reality," IEEE International Symposium on Emerging Metaverse (ISEMV), 2024
- "Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing," ACM e-Energy International Workshop on Energy Data and Analytics (EDA), 2024
- "Ecovisor: A Virtual Energy System for Carbon-Efficient Applications," ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023
- "Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions,," ACM Symposium on Cloud Computing (SoCC), 2023
- "On the Promise and Pitfalls of Optimizing Embodied Carbon," Workshop on Sustainable Computer Systems (HotCarbon), 2023
- "The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization," Workshop on Sustainable Computer Systems (HotCarbon), 2023
- "Sustainable Computing - Without the Hot Air," Workshop on Sustainable Computer Systems (HotCarbon), 2022
- "Enabling Sustainable Clouds: The Case for Virtualizing the Energy System," ACM Symposium on Cloud Computing (SoCC), 2021
Energy- and Resource-Efficient Computer Systems
This body of work addresses core computer systems challenges, focusing on improving energy and resource efficiency across the computing stack—from edge devices to on-premise infrastructure to the cloud. It adopts both the user’s and the cloud operator’s perspectives, with a central theme of navigating trade-offs between performance metrics and the energy or resources required to achieve them.- "Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2023
- "Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI," ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), 2023
- "Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads," ACM/IEEE Symposium on Edge Computing (SEC), 2023
- "WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters," IFIP International Symposium on Computer Performance, Modeling, Measurements and Evaluation (Performance), 2023
- "Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters," ACM/SPEC International Conference on Performance Engineering (ICPE), 2023
- "Take it to the Limit: Peak Prediction-driven Resource Overcommitment in datacenters," European Conference on Computer Systems (EuroSys), 2021
- "Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud," ACM Symposium on Cloud Computing (SoCC), 2021
- "Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers," IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021
- "Waiting Game: Optimally Provisioning Fixed Resources for Cloud-enabled Schedulers," Supercomputing, 2020
- "Invited Paper – Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options," IEEE International Conference on Cloud Engineering (IC2E), 2020
Decarbonizing Societal-Scale Systems
This work aims to accelerate the decarbonization of key societal sectors—including the electric grid, residential buildings, and transportation—through data-driven optimization, incentive design, and algorithmic innovation. A central focus is ensuring that decarbonization efforts are implemented in an equitable and fair manner.- "Dynamic Incentive Allocation for City-scale Deep Decarbonization," ACM Journal on Computing and Sustainable Societies (JCSS), 2025
- "LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms,"
ACM Conference on Fairness, Accountability, and Transparency (FAccT),
2025
- "Lost in Siting: The Hidden Carbon Cost of Inequitable Residential Solar Installations," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2025
- "A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing Platforms," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024
- "Short Paper – Examining the Adoption of Electromobility Concepts Across Social Contexts for Energy Transition," ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2024
- "Equitable Network-Aware Decarbonization of Residential Heating at City Scale," ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2023
- "No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems," International Green & 1 Conference (IGSC), 2023
- "Analyzing the Impact of Decarbonizing Residential Heating on the Electric Distribution Grid," SIGENERGY Energy Informatics Review (EIR), 2023
- "Equity-Aware Decarbonization of Residential Heating Systems," SIGENERGY Energy Informatics Review (EIR), 2022
- "Data-driven Decarbonization of Residential Heating Systems," ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2022
- "Extend: A Framework for Increasing Energy Access by Interconnecting Solar Home Systems," ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS), 2020
Energy Systems
This work focuses on enhancing the reliability, scalability, and efficiency of networked energy systems. A key objective is to improve the programmability of energy system components, enabling more flexible and intelligent control. Building on this foundation, the work applies techniques from distributed systems and software-defined networking to optimize system operations.- "A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets," International Green and 1 Conference (IGSC), 2021
- "Model-driven Per-panel Solar Anomaly Detection for Residential Arrays," ACM Transaction Cyber-Physical Systems (TCPS), 2021
- "Short Paper – SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays," ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS), 2020
- "DeepSnow: Modeling the Impact of Snow on Solar Generation," ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2020
- "Invited Paper – Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting," IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2019
- "Helios: A Programmable Software-defined Solar Module," ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2018
- "Enforcing Fair Grid Energy Access for Controllable Distributed Solar Capacity," ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2017
- "Lifetime Maximization of Lead-Acid Batteries in Small Scale UPS and Distributed Generation Systems,"
IEEE PowerTech,
2017
- "Delivering Smart Load-shedding for Highly-stressed Grids,"
IEEE International Conference on Smart Grid Communications (SmartGridComm),
2015