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. @article{liu2025combinatorial,
title = {Combinatorial Logistic Bandits},
author = {Xutong Liu and Xiangxiang Dai and Xuchuang Wang and Mohammad Hajiesmaili and John Lui},
year = {2025},
date = {2025-06-01},
urldate = {2025-06-01},
booktitle = {Proceedings of the 2025 ACM SIGMETRICS Conference},
journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
volume = {8},
issue = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{han2025narce,
title = {NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection},
author = {Liying Han and Gaofeng Dong and Xiaomin Ouyang and Lance Kaplan and Federico Cerutti and Mani Srivastava},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2502.07250},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{baris2025foundation,
title = {Foundation Models for CPS-IoT: Opportunities and Challenges},
author = {Ozan Baris and Yizhuo Chen and Gaofeng Dong and Liying Han and Tomoyoshi Kimura and Pengrui Quan and Ruijie Wang and Tianchen Wang and Tarek Abdelzaher and Mario Bergés and others},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2501.16368},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{wang2025asynchronous,
title = {Asynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated Algorithms},
author = {Xuchuang Wang and Yu-Zhen Janice Chen and Xutong Liu and Lin Yang and Mohammad Hajiesmaili and Don Towsley and John CS Lui},
year = {2025},
date = {2025-01-01},
journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
volume = {9},
number = {1},
pages = {1–39},
publisher = {ACM New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{lechowicz2025learning,
title = {Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints},
author = {Adam Lechowicz and Nicolas Christianson and Bo Sun and Noman Bashir and Mohammad Hajiesmaili and Adam Wierman and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
volume = {9},
number = {1},
pages = {1–49},
publisher = {ACM New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{bovornkeeratiroj2025greenthrift,
title = {GreenThrift: Optimizing Carbon and Cost for Flexible Residential Loads},
author = {Phuthipong Bovornkeeratiroj and Walid Hanafy and David Irwin and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
journal = {ACM Journal on Computing and Sustainable Societies},
publisher = {ACM New York, NY},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{han2025toward,
title = {Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study},
author = {Liying Han and Gaofeng Dong and Xiaomin Ouyang and Lance Kaplan and Federico Cerutti and Mani Srivastava},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2503.12282},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{arabi2025benefits,
title = {Benefits of aggressively co-undergrounding electric and broadband lines outweigh costs},
author = {Mahsa Arabi and Atanas Apostolov and Abhiraksha Pattabhiraman and Anna Goldstein and Michael Bloomberg and Jay Taneja and Erin Baker and Jimi Oke},
year = {2025},
date = {2025-01-01},
journal = {Cell Reports Sustainability},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Mohammad Hajiesmaili; Shaolei Ren; Ramesh K Sitaraman; Adam Wierman Towards Environmentally Equitable AI (Journal Article) In: Communications of the ACM (TBD), 2025. @article{hajiesmaili2025towards,
title = {Towards Environmentally Equitable AI},
author = {Mohammad Hajiesmaili and Shaolei Ren and Ramesh K Sitaraman and Adam Wierman},
year = {2025},
date = {2025-01-01},
journal = {Communications of the ACM (TBD)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2024
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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. @inproceedings{bostandoost2024datab,
title = {Data-driven Algorithm Selection for Carbon-Aware Scheduling},
author = {Roozbeh Bostandoost and Walid A Hanafy and Adam Lechowicz and Noman Bashir and Prashant Shenoy and Mohammad Hajiesmaili},
year = {2024},
date = {2024-12-01},
booktitle = {Proceedings of the 3rd Workshop on Sustainable Computer Systems. HotCarbon},
volume = {24},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{quanreimagining24,
title = {Reimagining Time Series Foundation Models: Metadata and State-Space Model Perspectives},
author = {Pengrui Quan and Ozan Baris Mulayim and Liying Han and Dezhi Hong and Mario Berges and Mani Srivastava},
year = {2024},
date = {2024-12-01},
booktitle = {NeurIPS Workshop on Time Series in the Age of Large Models},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{kohlke2024examiningb,
title = {Examining The Adoption of Electromobility Concepts Across Social Contexts For Energy Transition},
author = {Julia Köhlke and Adam Lechowicz and Oluwole Fabikun and Noman Bashir and Abel Souza and Prashant Shenoy and Sebastian Lehnhoff},
year = {2024},
date = {2024-11-01},
booktitle = {Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
pages = {199–203},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{maji2024heliosfairb,
title = {HeliosFair: Fair Sharing of Solar Energy Costs in Communities},
author = {Diptyaroop Maji and Vani Gupta and Prashant Shenoy and Ramesh K Sitaraman},
year = {2024},
date = {2024-11-01},
booktitle = {Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
pages = {164–168},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{savasci2024padsb,
title = {PADS: Power Budgeting with Diagonal Scaling for Performance-Aware Cloud Workloads},
author = {Mehmet Savasci and Abel Souza and David Irwin and Ahmed Ali-Eldin and Prashant Shenoy},
year = {2024},
date = {2024-11-01},
booktitle = {2024 IEEE 15th International Green and Sustainable Computing Conference (IGSC)},
pages = {14–21},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{murillo2024cdnb,
title = {CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks},
author = {Jorge Murillo and Walid A Hanafy and David Irwin and Ramesh Sitaraman and Prashant Shenoy},
year = {2024},
date = {2024-11-01},
booktitle = {Proceedings of the 2024 ACM Symposium on Cloud Computing},
pages = {505–521},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{ng2024collaborativeb,
title = {Collaborative Inference in Resource-Constrained Edge Networks: Challenges and Opportunities},
author = {Nathan Ng and Abel Souza and Suhas Diggavi and Niranjan Suri and Tarek Abdelzaher and Don Towsley and Prashant Shenoy},
year = {2024},
date = {2024-11-01},
booktitle = {2024 IEEE Military Communications Conference (MILCOM 2024)},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{wu2024enhancingb,
title = {Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing},
author = {Li Wu and Walid A Hanafy and Abel Souza and Tarek Abdelzaher and Gunjan Verma and Prashant Shenoy},
year = {2024},
date = {2024-11-01},
booktitle = {2024 IEEE Military Communications Conference (MILCOM 2024)},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @inproceedings{ng2024tailclipperb,
title = {TailClipper: Reducing Tail Response Time of Distributed Services Through System-Wide Scheduling},
author = {Nathan Ng and Abel Souza and Ahmed Ali-Eldin and David Irwin and Don Towsley and Prashant Shenoy},
year = {2024},
date = {2024-11-01},
booktitle = {Proceedings of the 2024 ACM Symposium on Cloud Computing},
pages = {398–414},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @article{gorka2024electricityemissionsb,
title = {ElectricityEmissions. jl: A Framework for the Comparison of Carbon Intensity Signals},
author = {Joe Gorka and Noah Rhodes and Line Roald},
year = {2024},
date = {2024-11-01},
journal = {arXiv preprint arXiv:2411.06560},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @inproceedings{bashir2024sunkb,
title = {The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling},
author = {Noman Bashir and Varun Gohil and Anagha Belavadi Subramanya and Mohammad Shahrad and David Irwin and Elsa Olivetti and Christina Delimitrou},
year = {2024},
date = {2024-11-01},
booktitle = {Proceedings of the 2024 ACM Symposium on Cloud Computing},
pages = {542–551},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @article{quan2024sensorbenchb,
title = {SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing},
author = {Pengrui Quan and Xiaomin Ouyang and Jeya Vikranth Jeyakumar and Ziqi Wang and Yang Xing and Mani Srivastava},
year = {2024},
date = {2024-10-01},
journal = {arXiv preprint arXiv:2410.10741},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. @inproceedings{chen2024sodab,
title = {SODA: An adaptive bitrate controller for consistent high-quality video streaming},
author = {Tianyu Chen and Yiheng Lin and Nicolas Christianson and Zahaib Akhtar and Sharath Dharmaji and Mohammad Hajiesmaili and Adam Wierman and Ramesh K Sitaraman},
year = {2024},
date = {2024-09-01},
booktitle = {Proceedings of the ACM SIGCOMM 2024 Conference},
pages = {613–644},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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. @article{liu2024combinatorial,
title = {Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond},
author = {Xutong Liu and Siwei Wang and Jinhang Zuo and Han Zhong and Xuchuang Wang and Zhiyong Wang and Shuai Li and Mohammad Hajiesmaili and John Lui and Wei Chen},
year = {2024},
date = {2024-01-01},
journal = {arXiv preprint arXiv:2406.01386},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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. @article{ghaffari2024multi,
title = {Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions},
author = {Fatemeh Ghaffari and Xuchuang Wang and Jinhang Zuo and Mohammad Hajiesmaili},
year = {2024},
date = {2024-01-01},
journal = {arXiv preprint arXiv:2411.08167},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
