2025

Xiaoding Guan; Noman Bashir; David Irwin; Prashant Shenoy

Ahead of the Curve: Leveraging Periodicity to Improve Job Placement in Data Centers (Proceedings Article)

In: 2025 IEEE International Conference on Cloud Engineering (IC2E), pp. 225–235, IEEE, 2025.

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Xutong Liu; Xiangxiang Dai; Xuchuang Wang; Mohammad Hajiesmaili; John Lui

Combinatorial Logistic Bandits (Journal Article)

In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 8, iss. 3, 2025.

Anvita Bhagavathula; Alvaro Carbonero; and Ana K Rivera; Priya L Donti

PF∆: A Benchmark Dataset For Power Flow With Load, Generator, & Topology Variations (Workshop)

2025.

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Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance Kaplan; Federico Cerutti; Mani Srivastava

NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection (Journal Article)

In: arXiv preprint arXiv:2502.07250, 2025.

Ozan Baris; Yizhuo Chen; Gaofeng Dong; Liying Han; Tomoyoshi Kimura; Pengrui Quan; Ruijie Wang; Tianchen Wang; Tarek Abdelzaher; Mario Bergés; others

Foundation Models for CPS-IoT: Opportunities and Challenges (Journal Article)

In: arXiv preprint arXiv:2501.16368, 2025.

Xuchuang Wang; Yu-Zhen Janice Chen; Xutong Liu; Lin Yang; Mohammad Hajiesmaili; Don Towsley; John CS Lui

Asynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated Algorithms (Journal Article)

In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 9, no. 1, pp. 1–39, 2025.

Adam Lechowicz; Nicolas Christianson; Bo Sun; Noman Bashir; Mohammad Hajiesmaili; Adam Wierman; Prashant Shenoy

Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints (Journal Article)

In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 9, no. 1, pp. 1–49, 2025.

Phuthipong Bovornkeeratiroj; Walid Hanafy; David Irwin; Prashant Shenoy

GreenThrift: Optimizing Carbon and Cost for Flexible Residential Loads (Journal Article)

In: ACM Journal on Computing and Sustainable Societies, 2025.

Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance Kaplan; Federico Cerutti; Mani Srivastava

Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study (Journal Article)

In: arXiv preprint arXiv:2503.12282, 2025.

Mahsa Arabi; Atanas Apostolov; Abhiraksha Pattabhiraman; Anna Goldstein; Michael Bloomberg; Jay Taneja; Erin Baker; Jimi Oke

Benefits of aggressively co-undergrounding electric and broadband lines outweigh costs (Journal Article)

In: Cell Reports Sustainability, 2025.

Mohammad Hajiesmaili; Shaolei Ren; Ramesh K Sitaraman; Adam Wierman

Towards Environmentally Equitable AI (Journal Article)

In: Communications of the ACM (TBD), 2025.

Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance Kaplan; Federico Cerutti; Mani Srivastava

Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study (Proceedings Article)

In: Proceedings of the 2nd International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things, pp. 1–6, 2025.

Bhawana Chhaglani; Sarmistha Sarna Gomasta; Prashant Shenoy

Vision: Preventing Tech-related Physiological Health Issues using Commodity Wearables (Proceedings Article)

In: Proceedings of the 3rd International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems, pp. 39–40, 2025.

Hetvi Shastri; Walid A Hanafy; Li Wu; David Irwin; Mani Srivastava; Prashant Shenoy

Rethinking Collaboration Among Mobile Devices in IoT Environments (Proceedings Article)

In: Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, pp. 676–677, 2025.

Bhawana Chhaglani; Jeremy Gummeson; Prashant Shenoy

LiveDetector: Towards Privacy-Preserving Voice Liveness Detection (Proceedings Article)

In: Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, pp. 684–685, 2025.

Amirmahdi Mirfakhar; Xuchuang Wang; Jinhang Zuo; Yair Zick; Mohammad Hajiesmaili

Heterogeneous Multi-Agent Bandits with Parsimonious Hints (Proceedings Article)

In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 19467–19474, 2025.

Xuchuang Wang; Yu-Zhen Janice Chen; Matheus Guedes Andrade; Jonathan Allcock; Mohammad Hajiesmaili; John CS Lui; Don Towsley

Quantum Best Arm Identification with Quantum Oracles (Proceedings Article)

In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 21321–21329, 2025.

Pengrui Quan; Brian Wang; Kang Yang; Liying Han; Mani Srivastava

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges (Journal Article)

In: arXiv preprint arXiv:2505.11618, 2025.

David Irwin; Prashant Shenoy; Mohammad Hajiesmaili; Walid A Hanafy; Jimi Oke; Ramesh Sitaraman; Yuvraj Agarwal; Geoff Gordon; Zico Kolter; Deepak Rajagopal; others

A Vision for Computational Decarbonization of Societal Infrastructure (Journal Article)

In: IEEE Internet Computing, 2025.

Anupama Sitaraman; Adam Lechowicz; Noman Bashir; Xutong Liu; Mohammad Hajiesmaili; Prashant Shenoy

Dynamic Incentive Allocation for City-scale Deep Decarbonization (Journal Article)

In: ACM Journal on Computing and Sustainable Societies, 2025.

Diptyaroop Maji; Kang Yang; Prashant Shenoy; Ramesh K Sitaraman; Mani Srivastava

CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models (Journal Article)

In: arXiv preprint arXiv:2510.01521, 2025.

Diptyaroop Maji; David Irwin; Prashant Shenoy; Ramesh K Sitaraman

A First Look at Node-Level Curtailment of Renewable Energy and its Implications (Proceedings Article)

In: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, pp. 293–304, 2025.

Cooper Sigrist; Adam Lechowicz; Jovan Champ; Noman Bashir; Mohammad Hajiesmaili

Lost in Siting: The Hidden Carbon Cost of Inequitable Residential Solar Installations (Proceedings Article)

In: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, pp. 31–42, 2025.

Diptyaroop Maji; Walid A Hanafy; Li Wu; David Irwin; Prashant Shenoy; Ramesh K Sitaraman

Data Centers Carbon Emissions at Crossroads: An Empirical Study (Journal Article)

In: ACM SIGENERGY Energy Informatics Review, vol. 5, no. 2, pp. 48–55, 2025.

Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava

Can Time-Series Foundation Models Perform Building Energy Management Tasks? (Journal Article)

In: arXiv preprint arXiv:2506.11250, 2025.

Liying Han; Gaofeng Dong; Xiaomin Ouyang; Lance Kaplan; Federico Cerutti; Mani Srivastava

NAROCE: A Neural Algorithmic Reasoner Framework for Online Complex Event Detection (Journal Article)

In: arXiv preprint arXiv:2502.07250, 2025.

Peiyao Zhao; Jimi Oke

Typology of US metropolitan areas illuminates per-capita mobile greenhouse gas emissions impacts and informs mitigation strategies (Journal Article)

In: Environmental Research Letters, vol. 20, no. 8, pp. 084075, 2025.

Xuchuang Wang; Maoli Liu; Xutong Liu; Zhuohua Li; Mohammad Hajiesmaili; John CS Lui; Don Towsley

Learning Best Paths in Quantum Networks (Proceedings Article)

In: IEEE INFOCOM 2025-IEEE Conference on Computer Communications, pp. 1–10, IEEE 2025.

Mohammadreza Daneshvaramoli; Helia Karisani; Adam Lechowicz; Bo Sun; Cameron N Musco; Mohammad Hajiesmaili

Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems (Proceedings Article)

In: Forty-second International Conference on Machine Learning, 2025.

Qingsong Liu; Mohammad Hajiesmaili

Online fair allocation of reusable resources (Journal Article)

In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 9, no. 2, pp. 1–46, 2025.

Mahsa Arabi; Tolu Oke; Erin Baker; Jimi Oke

Harnessing hybrid buses in the near term leads to faster transit decarbonization (Journal Article)

In: iScience, vol. 28, no. 10, 2025.

Ezra Johnson; Adam Lechowicz; Mohammad Hajiesmaili

Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors (Journal Article)

In: arXiv preprint arXiv:2509.26511, 2025.

Mahsa Sahebdel; Ali Zeynali; Noman Bashir; Prashant Shenoy; Mohammad Hajiesmaili

LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms (Proceedings Article)

In: Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, pp. 817–827, 2025.

Joachim Cendrier; Rajini Wijayawardana; Anne Benoit; Yves Robert; Frédéric Vivien; Andrew A. Chien

Green scheduling on the edge (Proceedings Article)

In: European Conference on Parallel Processing, pp. 380–394, Springer 2025.

Li Wu; Walid A Hanafy; Abel Souza; Khai Nguyen; Jan Harkes; David Irwin; Mahadev Satyanarayanan; Prashant Shenoy

CarbonEdge: Leveraging mesoscale spatial carbon-intensity variations for low carbon edge computing (Proceedings Article)

In: Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing, pp. 1–13, 2025.

Pragya Sharma; Hang Qiu; Mani Srivastava

Cloud Is Closer Than It Appears: Revisiting the Tradeoffs of Distributed Real-Time Inference (Proceedings Article)

In: 2025 34th International Conference on Computer Communications and Networks (ICCCN), pp. 1–9, IEEE 2025.

2024

Roozbeh Bostandoost; Walid A Hanafy; Adam Lechowicz; Noman Bashir; Prashant Shenoy; Mohammad Hajiesmaili

Data-driven Algorithm Selection for Carbon-Aware Scheduling (Proceedings Article)

In: Proceedings of the 3rd Workshop on Sustainable Computer Systems. HotCarbon, 2024.

Pengrui Quan; Ozan Baris Mulayim; Liying Han; Dezhi Hong; Mario Berges; Mani Srivastava

Reimagining Time Series Foundation Models: Metadata and State-Space Model Perspectives (Proceedings Article)

In: NeurIPS Workshop on Time Series in the Age of Large Models, 2024.

Julia Köhlke; Adam Lechowicz; Oluwole Fabikun; Noman Bashir; Abel Souza; Prashant Shenoy; Sebastian Lehnhoff

Examining The Adoption of Electromobility Concepts Across Social Contexts For Energy Transition (Proceedings Article)

In: Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 199–203, 2024.

Diptyaroop Maji; Vani Gupta; Prashant Shenoy; Ramesh K Sitaraman

HeliosFair: Fair Sharing of Solar Energy Costs in Communities (Proceedings Article)

In: Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 164–168, 2024.

Mehmet Savasci; Abel Souza; David Irwin; Ahmed Ali-Eldin; Prashant Shenoy

PADS: Power Budgeting with Diagonal Scaling for Performance-Aware Cloud Workloads (Proceedings Article)

In: 2024 IEEE 15th International Green and Sustainable Computing Conference (IGSC), pp. 14–21, IEEE 2024.

Jorge Murillo; Walid A Hanafy; David Irwin; Ramesh Sitaraman; Prashant Shenoy

CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks (Proceedings Article)

In: Proceedings of the 2024 ACM Symposium on Cloud Computing, pp. 505–521, 2024.

Nathan Ng; Abel Souza; Suhas Diggavi; Niranjan Suri; Tarek Abdelzaher; Don Towsley; Prashant Shenoy

Collaborative Inference in Resource-Constrained Edge Networks: Challenges and Opportunities (Proceedings Article)

In: 2024 IEEE Military Communications Conference (MILCOM 2024), IEEE 2024.

Li Wu; Walid A Hanafy; Abel Souza; Tarek Abdelzaher; Gunjan Verma; Prashant Shenoy

Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing (Proceedings Article)

In: 2024 IEEE Military Communications Conference (MILCOM 2024), IEEE 2024.

Nathan Ng; Abel Souza; Ahmed Ali-Eldin; David Irwin; Don Towsley; Prashant Shenoy

TailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling (Proceedings Article)

In: Proceedings of the 2024 ACM Symposium on Cloud Computing, pp. 398–414, 2024.

Joe Gorka; Noah Rhodes; Line Roald

ElectricityEmissions. jl: A Framework for the Comparison of Carbon Intensity Signals (Journal Article)

In: arXiv preprint arXiv:2411.06560, 2024.

Noman Bashir; Varun Gohil; Anagha Belavadi Subramanya; Mohammad Shahrad; David Irwin; Elsa Olivetti; Christina Delimitrou

The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling (Proceedings Article)

In: Proceedings of the 2024 ACM Symposium on Cloud Computing, pp. 542–551, 2024.

Pengrui Quan; Xiaomin Ouyang; Jeya Vikranth Jeyakumar; Ziqi Wang; Yang Xing; Mani Srivastava

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing (Journal Article)

In: arXiv preprint arXiv:2410.10741, 2024.

Tianyu Chen; Yiheng Lin; Nicolas Christianson; Zahaib Akhtar; Sharath Dharmaji; Mohammad Hajiesmaili; Adam Wierman; Ramesh K Sitaraman

SODA: An adaptive bitrate controller for consistent high-quality video streaming (Proceedings Article)

In: Proceedings of the ACM SIGCOMM 2024 Conference, pp. 613–644, 2024.

Xutong Liu; Siwei Wang; Jinhang Zuo; Han Zhong; Xuchuang Wang; Zhiyong Wang; Shuai Li; Mohammad Hajiesmaili; John Lui; Wei Chen

Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond (Journal Article)

In: arXiv preprint arXiv:2406.01386, 2024.

Fatemeh Ghaffari; Xuchuang Wang; Jinhang Zuo; Mohammad Hajiesmaili

Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions (Journal Article)

In: arXiv preprint arXiv:2411.08167, 2024.