2026
|
Adam Lechowicz; Nicolas Christianson; Mohammad Hajiesmaili; Adam Wierman; Prashant Shenoy Online Smoothed Demand Management (Proceedings Article) In: ACM SIGMETRICS, 2026. @inproceedings{lechowicz2025online,
title = {Online Smoothed Demand Management},
author = {Adam Lechowicz and Nicolas Christianson and Mohammad Hajiesmaili and Adam Wierman and Prashant Shenoy},
year = {2026},
date = {2026-06-01},
urldate = {2026-06-01},
booktitle = {ACM SIGMETRICS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Jorge Murillo; Walid A Hanafy; David Irwin; Ramesh Sitaraman; Prashant Shenoy Go with the Flow: Analyzing the Carbon Footprint of Green Streaming (Proceedings Article) In: Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '26), 2026. @inproceedings{murillo2026go,
title = {Go with the Flow: Analyzing the Carbon Footprint of Green Streaming},
author = {Jorge Murillo and Walid A Hanafy and David Irwin and Ramesh Sitaraman and Prashant Shenoy},
year = {2026},
date = {2026-06-01},
booktitle = {Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '26)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ezra Johnson; Adam Lechowicz; Mohammad Hajiesmaili Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors (Proceedings Article) In: Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '26), 2026. @inproceedings{johnson2025signalb,
title = {Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors},
author = {Ezra Johnson and Adam Lechowicz and Mohammad Hajiesmaili},
year = {2026},
date = {2026-06-01},
urldate = {2026-06-01},
booktitle = {Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '26)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Jackson Bibbens; Cooper Sigrist; Bo Sun; Shahin Kamali; Mohammad Hajiesmaili Green Bin Packing (Journal Article) In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 10, no. 1, pp. 1–51, 2026, ISSN: 2476-1249. @article{Bibbens2026,
title = {Green Bin Packing},
author = {Jackson Bibbens and Cooper Sigrist and Bo Sun and Shahin Kamali and Mohammad Hajiesmaili},
url = {http://dx.doi.org/10.1145/3788093},
doi = {10.1145/3788093},
issn = {2476-1249},
year = {2026},
date = {2026-03-01},
journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
volume = {10},
number = {1},
pages = {1–51},
publisher = {Association for Computing Machinery (ACM)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mohammadreza Daneshvaramoli; Mohammad Hajiesmaili; Shahin Kamali; Helia Karisani; Cameron Musco Fairness in the k-Server Problem (Proceedings Article) In: pp. 45:1–45:21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2026. @inproceedings{https://doi.org/10.4230/lipics.itcs.2026.45,
title = {Fairness in the k-Server Problem},
author = {Mohammadreza Daneshvaramoli and Mohammad Hajiesmaili and Shahin Kamali and Helia Karisani and Cameron Musco},
url = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2026.45},
doi = {10.4230/LIPICS.ITCS.2026.45},
year = {2026},
date = {2026-01-01},
journal = {LIPIcs, Volume 362, ITCS 2026},
volume = {362},
pages = {45:1–45:21},
publisher = {Schloss Dagstuhl – Leibniz-Zentrum für Informatik},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Peiyao Zhao; Jimi Oke; Camille Barchers; Joseph Mega; Mohammed Abdalazeem Mohammed; Mahsa Arabi Scenario discovery framework aids robust regional emissions mitigation planning (Journal Article) In: Environmental Research Communications, 2026. @article{zhao2026scenario,
title = {Scenario discovery framework aids robust regional emissions mitigation planning},
author = {Peiyao Zhao and Jimi Oke and Camille Barchers and Joseph Mega and Mohammed Abdalazeem Mohammed and Mahsa Arabi},
year = {2026},
date = {2026-01-01},
journal = {Environmental Research Communications},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mahsa Arabi; Jimi Oke Typology of US transit systems reveals energy data gap and potential for diesel-based emissions reductions (Journal Article) In: Environmental Research Letters, vol. 21, no. 2, pp. 024014, 2026. @article{arabi2026typology,
title = {Typology of US transit systems reveals energy data gap and potential for diesel-based emissions reductions},
author = {Mahsa Arabi and Jimi Oke},
year = {2026},
date = {2026-01-01},
journal = {Environmental Research Letters},
volume = {21},
number = {2},
pages = {024014},
publisher = {IOP Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pengrui Quan; Xiaomin Ouyang; Jeya Vikranth Jeyakumar; Ziqi Wang; Yang Xing; Mani Srivastava Can LLMs Be Effective Sensor Processing Copilots? (Journal Article) In: IEEE Internet of Things Journal, 2026. @article{quan2026can,
title = {Can LLMs Be Effective Sensor Processing Copilots?},
author = {Pengrui Quan and Xiaomin Ouyang and Jeya Vikranth Jeyakumar and Ziqi Wang and Yang Xing and Mani Srivastava},
year = {2026},
date = {2026-01-01},
journal = {IEEE Internet of Things Journal},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mohammed Abdalazeem; Geehan Altayb; Eleni Christofa; Jimi Oke Maps are good but are simpler maps better? Insights on urban bicycling in the US (Journal Article) In: Environmental Research Communications, vol. 8, no. 2, pp. 025004, 2026. @article{abdalazeem2026maps,
title = {Maps are good but are simpler maps better? Insights on urban bicycling in the US},
author = {Mohammed Abdalazeem and Geehan Altayb and Eleni Christofa and Jimi Oke},
year = {2026},
date = {2026-01-01},
journal = {Environmental Research Communications},
volume = {8},
number = {2},
pages = {025004},
publisher = {IOP Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Anupama Sitaraman; Bharathan Balaji; Yuvraj Agarwal SpiderGen: Towards Procedure Generation for Carbon Life Cycle Assessments With Generative AI (Proceedings Article) In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 39277–39284, 2026. @inproceedings{sitaraman2026spidergen,
title = {SpiderGen: Towards Procedure Generation for Carbon Life Cycle Assessments With Generative AI},
author = {Anupama Sitaraman and Bharathan Balaji and Yuvraj Agarwal},
year = {2026},
date = {2026-01-01},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
volume = {40},
number = {46},
pages = {39277–39284},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Xutong Liu; Xiangxiang Dai; Xuchuang Wang; Carlee Joe-Wong; Mohammad Hajiesmaili; John CS Lui Combinatorial Logistic Online Learning and Its Applications in Nonlinear Networked Systems (Journal Article) In: IEEE Transactions on Networking, 2026. @article{liu2026combinatorial,
title = {Combinatorial Logistic Online Learning and Its Applications in Nonlinear Networked Systems},
author = {Xutong Liu and Xiangxiang Dai and Xuchuang Wang and Carlee Joe-Wong and Mohammad Hajiesmaili and John CS Lui},
year = {2026},
date = {2026-01-01},
journal = {IEEE Transactions on Networking},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2025
|
Hetvi Shastri; Pragya Sharma; Walid A Hanafy; Mani Srivastava; Prashant Shenoy FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines (Journal Article) In: NeurIPS 2025 Recent Advances in Time Series Foundation Models Workshop, 2025. @article{shastri2025fmtk,
title = {FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines},
author = {Hetvi Shastri and Pragya Sharma and Walid A Hanafy and Mani Srivastava and Prashant Shenoy},
year = {2025},
date = {2025-12-01},
journal = {NeurIPS 2025 Recent Advances in Time Series Foundation Models Workshop},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. @inproceedings{Guan2025,
title = {Ahead of the Curve: Leveraging Periodicity to Improve Job Placement in Data Centers},
author = {Xiaoding Guan and Noman Bashir and David Irwin and Prashant Shenoy},
url = {http://dx.doi.org/10.1109/IC2E65552.2025.00040},
doi = {10.1109/ic2e65552.2025.00040},
year = {2025},
date = {2025-09-01},
booktitle = {2025 IEEE International Conference on Cloud Engineering (IC2E)},
pages = {225–235},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
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. @workshop{riverapf,
title = {PF∆: A Benchmark Dataset For Power Flow With Load, Generator, & Topology Variations},
author = {Anvita Bhagavathula and Alvaro Carbonero and and Ana K Rivera and Priya L Donti},
url = {https://www.climatechange.ai/papers/iclr2025/67},
year = {2025},
date = {2025-06-01},
urldate = {2025-06-01},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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. @inproceedings{han2025towardb,
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},
booktitle = {Proceedings of the 2nd International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things},
pages = {1–6},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{chhaglani2025vision,
title = {Vision: Preventing Tech-related Physiological Health Issues using Commodity Wearables},
author = {Bhawana Chhaglani and Sarmistha Sarna Gomasta and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 3rd International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems},
pages = {39–40},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{shastri2025rethinking,
title = {Rethinking Collaboration Among Mobile Devices in IoT Environments},
author = {Hetvi Shastri and Walid A Hanafy and Li Wu and David Irwin and Mani Srivastava and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems},
pages = {676–677},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{chhaglani2025livedetector,
title = {LiveDetector: Towards Privacy-Preserving Voice Liveness Detection},
author = {Bhawana Chhaglani and Jeremy Gummeson and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems},
pages = {684–685},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{mirfakhar2025heterogeneous,
title = {Heterogeneous Multi-Agent Bandits with Parsimonious Hints},
author = {Amirmahdi Mirfakhar and Xuchuang Wang and Jinhang Zuo and Yair Zick and Mohammad Hajiesmaili},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
volume = {39},
number = {18},
pages = {19467–19474},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{wang2025quantum,
title = {Quantum Best Arm Identification with Quantum Oracles},
author = {Xuchuang Wang and Yu-Zhen Janice Chen and Matheus Guedes Andrade and Jonathan Allcock and Mohammad Hajiesmaili and John CS Lui and Don Towsley},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
volume = {39},
number = {20},
pages = {21321–21329},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @article{quan2025benchmarking,
title = {Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges},
author = {Pengrui Quan and Brian Wang and Kang Yang and Liying Han and Mani Srivastava},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2505.11618},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. @article{irwin2025vision,
title = {A Vision for Computational Decarbonization of Societal Infrastructure},
author = {David Irwin and Prashant Shenoy and Mohammad Hajiesmaili and Walid A Hanafy and Jimi Oke and Ramesh Sitaraman and Yuvraj Agarwal and Geoff Gordon and Zico Kolter and Deepak Rajagopal and others},
year = {2025},
date = {2025-01-01},
journal = {IEEE Internet Computing},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. @article{sitaraman2025dynamic,
title = {Dynamic Incentive Allocation for City-scale Deep Decarbonization},
author = {Anupama Sitaraman and Adam Lechowicz and Noman Bashir and Xutong Liu and Mohammad Hajiesmaili 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}
}
|
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. @article{maji2025carbonx,
title = {CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models},
author = {Diptyaroop Maji and Kang Yang and Prashant Shenoy and Ramesh K Sitaraman and Mani Srivastava},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2510.01521},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. @inproceedings{maji2025first,
title = {A First Look at Node-Level Curtailment of Renewable Energy and its Implications},
author = {Diptyaroop Maji and David Irwin and Prashant Shenoy and Ramesh K Sitaraman},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems},
pages = {293–304},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @inproceedings{sigrist2025lost,
title = {Lost in Siting: The Hidden Carbon Cost of Inequitable Residential Solar Installations},
author = {Cooper Sigrist and Adam Lechowicz and Jovan Champ and Noman Bashir and Mohammad Hajiesmaili},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems},
pages = {31–42},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. @article{maji2025data,
title = {Data Centers Carbon Emissions at Crossroads: An Empirical Study},
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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. @article{mulayim2025can,
title = {Can Time-Series Foundation Models Perform Building Energy Management Tasks?},
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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. @article{han2025naroce,
title = {NAROCE: A 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},
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date = {2025-01-01},
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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. @article{zhao2025typology,
title = {Typology of US metropolitan areas illuminates per-capita mobile greenhouse gas emissions impacts and informs mitigation strategies},
author = {Peiyao Zhao and Jimi Oke},
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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. @inproceedings{wang2025learning,
title = {Learning Best Paths in Quantum Networks},
author = {Xuchuang Wang and Maoli Liu and Xutong Liu and Zhuohua Li and Mohammad Hajiesmaili and John CS Lui and Don Towsley},
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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. @inproceedings{daneshvaramolinear,
title = {Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems},
author = {Mohammadreza Daneshvaramoli and Helia Karisani and Adam Lechowicz and Bo Sun and Cameron N Musco and Mohammad Hajiesmaili},
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date = {2025-01-01},
booktitle = {Forty-second International Conference on Machine Learning},
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|
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. @article{liu2025online,
title = {Online fair allocation of reusable resources},
author = {Qingsong Liu and Mohammad Hajiesmaili},
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|
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. @article{arabi2025harnessing,
title = {Harnessing hybrid buses in the near term leads to faster transit decarbonization},
author = {Mahsa Arabi and Tolu Oke and Erin Baker and Jimi Oke},
year = {2025},
date = {2025-01-01},
journal = {iScience},
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|
Ezra Johnson; Adam Lechowicz; Mohammad Hajiesmaili Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors (Journal Article) In: arXiv preprint arXiv:2509.26511, 2025. @article{johnson2025signal,
title = {Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors},
author = {Ezra Johnson and Adam Lechowicz and Mohammad Hajiesmaili},
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date = {2025-01-01},
journal = {arXiv preprint arXiv:2509.26511},
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|
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. @inproceedings{sahebdel2025lead,
title = {LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms},
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|
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. @inproceedings{cendrier2025green,
title = {Green scheduling on the edge},
author = {Joachim Cendrier and Rajini Wijayawardana and Anne Benoit and Yves Robert and Frédéric Vivien and Andrew A. Chien},
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date = {2025-01-01},
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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. @inproceedings{wu2025carbonedge,
title = {CarbonEdge: Leveraging mesoscale spatial carbon-intensity variations for low carbon edge computing},
author = {Li Wu and Walid A Hanafy and Abel Souza and Khai Nguyen and Jan Harkes and David Irwin and Mahadev Satyanarayanan and Prashant Shenoy},
year = {2025},
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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. @inproceedings{sharma2025cloud,
title = {Cloud Is Closer Than It Appears: Revisiting the Tradeoffs of Distributed Real-Time Inference},
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Talha Mehboob; Noman Bashir; Jesus Omaña Iglesias; Michael Zink; David Irwin Ecolearn: Optimizing the carbon footprint of federated learning (Proceedings Article) In: Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, pp. 1–16, 2025. @inproceedings{mehboob2025ecolearn,
title = {Ecolearn: Optimizing the carbon footprint of federated learning},
author = {Talha Mehboob and Noman Bashir and Jesus Omaña Iglesias and Michael Zink and David Irwin},
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date = {2025-01-01},
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Mengfan Xu; Liren Shan; Fatemeh Ghaffari; Xuchuang Wang; Xutong Liu; Mohammad Hajiesmaili Heterogeneous Multi-agent Multi-armed Bandit on Stochastic Block Models (Journal Article) In: Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 9, no. 3, pp. 1–59, 2025. @article{xu2025heterogeneous,
title = {Heterogeneous Multi-agent Multi-armed Bandit on Stochastic Block Models},
author = {Mengfan Xu and Liren Shan and Fatemeh Ghaffari and Xuchuang Wang and Xutong Liu and Mohammad Hajiesmaili},
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date = {2025-01-01},
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Zhuo Han; Jimi Oke Novel typology of fatal crash behaviors via natural language processing (Journal Article) In: Data Science for Transportation, vol. 7, no. 3, pp. 1–19, 2025. @article{han2025novel,
title = {Novel typology of fatal crash behaviors via natural language processing},
author = {Zhuo Han and Jimi Oke},
year = {2025},
date = {2025-01-01},
journal = {Data Science for Transportation},
volume = {7},
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|
Rajini Wijayawardana; Andrew A Chien Scheduling Cloud VMs on Variable Capacity Datacenters (Proceedings Article) In: Proceedings of the 2025 ACM Symposium on Cloud Computing, pp. 507–520, 2025. @inproceedings{wijayawardana2025scheduling,
title = {Scheduling Cloud VMs on Variable Capacity Datacenters},
author = {Rajini Wijayawardana and Andrew A Chien},
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date = {2025-01-01},
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|
Liuzixuan Lin; Andrew A Chien Distribution and Management of Datacenter Load Decoupling (Journal Article) In: arXiv preprint arXiv:2511.08936, 2025. @article{lin2025distribution,
title = {Distribution and Management of Datacenter Load Decoupling},
author = {Liuzixuan Lin and Andrew A Chien},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2511.08936},
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|
Hetvi Shastri; Walid Hanafy; Li Wu; David Irwin; Mani Srivastava; Prashant Shenoy LLM-Driven Auto Configuration for Transient IoT Device Collaboration (Proceedings Article) In: Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, pp. 1–17, 2025. @inproceedings{shastri2025llm,
title = {LLM-Driven Auto Configuration for Transient IoT Device Collaboration},
author = {Hetvi Shastri and Walid Hanafy and Li Wu and David Irwin and Mani Srivastava and Prashant Shenoy},
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date = {2025-01-01},
booktitle = {Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing},
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|
Talha Mehboob; Luanzheng Guo; Nathan R Tallent; Michael Zink; David Irwin PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training (Proceedings Article) In: Proceedings of the 2025 ACM Symposium on Cloud Computing, pp. 762–775, 2025. @inproceedings{mehboob2025powertrip,
title = {PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training},
author = {Talha Mehboob and Luanzheng Guo and Nathan R Tallent and Michael Zink and David Irwin},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 2025 ACM Symposium on Cloud Computing},
pages = {762–775},
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|
Hai Duc Nguyen; Andrew A Chien Efficient Performance Guarantees for Function-as-a-Service with Cloud Allocators (Proceedings Article) In: Proceedings of the 26th International Middleware Conference, pp. 99–113, 2025. @inproceedings{nguyen2025efficient,
title = {Efficient Performance Guarantees for Function-as-a-Service with Cloud Allocators},
author = {Hai Duc Nguyen and Andrew A Chien},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 26th International Middleware Conference},
pages = {99–113},
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|
Hoang T Nguyen; Priya L Donti Fsnet: Feasibility-seeking neural network for constrained optimization with guarantees (Journal Article) In: arXiv preprint arXiv:2506.00362, 2025. @article{nguyen2025fsnet,
title = {Fsnet: Feasibility-seeking neural network for constrained optimization with guarantees},
author = {Hoang T Nguyen and Priya L Donti},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2506.00362},
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|
Cooper Sigrist; Archimedes Li; Alice Zhang; Adam Lechowicz; Noman Bashir; Pichsinee Lertsaroj; Ryan Bahlous-Boldi; Mohammad Hajiesmaili Multi-objective Evolutionary Learning for Near Pareto-Optimal Optimization of Solar Deployment (Proceedings Article) In: Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 213–223, 2025. @inproceedings{sigrist2025multi,
title = {Multi-objective Evolutionary Learning for Near Pareto-Optimal Optimization of Solar Deployment},
author = {Cooper Sigrist and Archimedes Li and Alice Zhang and Adam Lechowicz and Noman Bashir and Pichsinee Lertsaroj and Ryan Bahlous-Boldi and Mohammad Hajiesmaili},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
pages = {213–223},
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|
Li Wu; Walid Hanafy; Tarek Abdelzaher; David Irwin; Jesse Milzman; Prashant Shenoy FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments (Proceedings Article) In: Proceedings of the 2025 ACM Symposium on Cloud Computing, pp. 416–429, 2025. @inproceedings{wu2025faillite,
title = {FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments},
author = {Li Wu and Walid Hanafy and Tarek Abdelzaher and David Irwin and Jesse Milzman and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 2025 ACM Symposium on Cloud Computing},
pages = {416–429},
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|
Varsha Rao; Andrew A Chien Modeling the Carbon Footprint of HPC: The Top 500 and EasyC (Proceedings Article) In: Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 2032–2040, 2025. @inproceedings{rao2025modeling,
title = {Modeling the Carbon Footprint of HPC: The Top 500 and EasyC},
author = {Varsha Rao and Andrew A Chien},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
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|
Ana K Rivera; Anvita Bhagavathula; Alvaro Carbonero; Priya L Donti PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations (Proceedings Article) In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2025. @inproceedings{riverapfb,
title = {PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations},
author = {Ana K Rivera and Anvita Bhagavathula and Alvaro Carbonero and Priya L Donti},
year = {2025},
date = {2025-01-01},
booktitle = {The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track},
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|
Krishna Praneet Gudipaty; Walid A Hanafy; Li Wu; Jeffrey Twigg; Benjamin M Marlin; Jesse Milzman; Suhas Diggavi; Tarek Abdelzaher; Prashant Shenoy Practical Considerations for Failure Resilient ML Systems at the Edge (Proceedings Article) In: MILCOM 2025-2025 IEEE Military Communications Conference (MILCOM), pp. 1–6, IEEE 2025. @inproceedings{gudipaty2025practical,
title = {Practical Considerations for Failure Resilient ML Systems at the Edge},
author = {Krishna Praneet Gudipaty and Walid A Hanafy and Li Wu and Jeffrey Twigg and Benjamin M Marlin and Jesse Milzman and Suhas Diggavi and Tarek Abdelzaher and Prashant Shenoy},
year = {2025},
date = {2025-01-01},
booktitle = {MILCOM 2025-2025 IEEE Military Communications Conference (MILCOM)},
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}
|
Wenqian Jiang; Line Roald Greening the grid: Electricity market clearing with consumer-based carbon cost (Journal Article) In: Sustainable Energy, Grids and Networks, pp. 101870, 2025. @article{jiang2025greening,
title = {Greening the grid: Electricity market clearing with consumer-based carbon cost},
author = {Wenqian Jiang and Line Roald},
year = {2025},
date = {2025-01-01},
journal = {Sustainable Energy, Grids and Networks},
pages = {101870},
publisher = {Elsevier},
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|
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. @inproceedings{sahebdel2025leadb,
title = {Lead: Towards learning-based equity-aware decarbonization in ridesharing platforms},
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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. @inproceedings{cendrier2025greenb,
title = {Green scheduling on the edge},
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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. @inproceedings{sharma2025cloudb,
title = {Cloud Is Closer Than It Appears: Revisiting the Tradeoffs of Distributed Real-Time Inference},
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Liuzixuan Lin; Andrew A Chien Middlebox: Unlocking Datacenter Growth and Grid Decarbonization (Proceedings Article) In: Proceedings of the 2025 ACM Symposium on Cloud Computing, pp. 134–148, 2025. @inproceedings{lin2025middlebox,
title = {Middlebox: Unlocking Datacenter Growth and Grid Decarbonization},
author = {Liuzixuan Lin and Andrew A Chien},
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|
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. @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},
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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},
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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},
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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},
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pages = {164–168},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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date = {2024-01-01},
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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},
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