2025
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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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},
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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 = {},
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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 = {},
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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)},
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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 (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},
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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},
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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},
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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},
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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 = {},
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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},
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tppubtype = {inproceedings}
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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},
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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 = {},
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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},
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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 = {},
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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},
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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},
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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},
author = {Diptyaroop Maji and Walid A Hanafy and Li Wu and David Irwin and Prashant Shenoy and Ramesh K Sitaraman},
year = {2025},
date = {2025-01-01},
journal = {ACM SIGENERGY Energy Informatics Review},
volume = {5},
number = {2},
pages = {48–55},
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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?},
author = {Ozan Baris Mulayim and Pengrui Quan and Liying Han and Xiaomin Ouyang and Dezhi Hong and Mario Bergés and Mani Srivastava},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2506.11250},
keywords = {},
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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},
year = {2025},
date = {2025-01-01},
journal = {arXiv preprint arXiv:2502.07250},
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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},
year = {2025},
date = {2025-01-01},
journal = {Environmental Research Letters},
volume = {20},
number = {8},
pages = {084075},
publisher = {IOP Publishing},
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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},
year = {2025},
date = {2025-01-01},
booktitle = {IEEE INFOCOM 2025-IEEE Conference on Computer Communications},
pages = {1–10},
organization = {IEEE},
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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},
year = {2025},
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},
year = {2025},
date = {2025-01-01},
journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
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number = {2},
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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},
volume = {28},
number = {10},
publisher = {Elsevier},
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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},
year = {2025},
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},
author = {Mahsa Sahebdel and Ali Zeynali and Noman Bashir and Prashant Shenoy and Mohammad Hajiesmaili},
year = {2025},
date = {2025-01-01},
booktitle = {Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency},
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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},
year = {2025},
date = {2025-01-01},
booktitle = {European Conference on Parallel Processing},
pages = {380–394},
organization = {Springer},
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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},
date = {2025-01-01},
booktitle = {Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing},
pages = {1–13},
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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},
author = {Pragya Sharma and Hang Qiu and Mani Srivastava},
year = {2025},
date = {2025-01-01},
booktitle = {2025 34th International Conference on Computer Communications and Networks (ICCCN)},
pages = {1–9},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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},
tppubtype = {inproceedings}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
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}
}
|
