2025

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.

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.

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.

Priyanka Mary Mammen; Camellia Zakaria; Tergel Molom-Ochir; Amee Trivedi; Prashant Shenoy; Rajesh Balan

WiSleep: Smartphone-driven Sleep Population Monitoring with Unsupervised Learning (Journal Article)

In: ACM Journal on Computing and Sustainable Societies, 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.