Mohammad Hajiesmaili

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 35

Top Topics

Video Streaming

Multi Armed Bandit

Top Venues

SIGMETRICS/Performance (Abstracts)

Proc. ACM Meas. Anal. Comput. Syst.

Publications

Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms. SIGMETRICS/Performance (Abstracts) (2024)
Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili
A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing Platforms. e-Energy (2024)
Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
Time Fairness in Online Knapsack Problems. ICLR (2024)
Mohammadreza Daneshvaramoli, Helia Karisani, Adam Lechowicz, Bo Sun, Cameron Musco, Mohammad Hajiesmaili
Competitive Algorithms for Online Knapsack with Succinct Predictions. CoRR (2024)
Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili
A Holistic Approach for Equity-aware Carbon Reduction of Ridesharing Platforms. CoRR (2024)
Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C. S. Lui, Wei Chen
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond. CoRR (2024)
Ali Zeynali, Shahin Kamali, Mohammad Hajiesmaili
Robust Learning-Augmented Dictionaries. CoRR (2024)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. SIGMETRICS/Performance (Abstracts) (2024)
Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand. CoRR (2024)
Russell Lee, Bo Sun, Mohammad Hajiesmaili, John C. S. Lui
Online Search with Predictions: Pareto-optimal Algorithm and its Applications in Energy Markets. e-Energy (2024)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. Proc. ACM Meas. Anal. Comput. Syst. 8 (2) (2024)
Tianyu Chen, Yiheng Lin, Nicolas Christianson, Zahaib Akhtar, Sharath Dharmaji, Mohammad Hajiesmaili, Adam Wierman, Ramesh K. Sitaraman
SODA: An Adaptive Bitrate Controller for Consistent High-Quality Video Streaming. SIGCOMM (2024)
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting. SIGMETRICS/Performance (Abstracts) (2024)
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
Chasing Convex Functions with Long-term Constraints. CoRR (2024)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. CoRR (2023)
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
Time Fairness in Online Knapsack Problems. CoRR (2023)
Ali Zeynali, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BOLA360: Near-optimal View and Bitrate Adaptation for 360-degree Video Streaming. CoRR (2023)
Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen
Contextual Combinatorial Bandits with Probabilistically Triggered Arms. ICML (2023)
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms. CoRR (2023)
Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley
Quantum Best Arm Identification. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin, Mohammad Hajiesmaili
Quantifying the Decarbonization Potential of Flexible Load. BuildSys@SenSys (2023)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. HotCarbon (2023)
Bo Sun, Jerry Huang, Nicolas Christianson, Mohammad Hajiesmaili, Adam Wierman
Online Algorithms with Uncertainty-Quantified Predictions. CoRR (2023)
Abhishek Sinha, Ativ Joshi, Rajarshi Bhattacharjee, Cameron Musco, Mohammad Hajiesmaili
No-regret Algorithms for Fair Resource Allocation. NeurIPS (2023)
Abhishek Sinha, Ativ Joshi, Rajarshi Bhattacharjee, Cameron Musco, Mohammad Hajiesmaili
No-regret Algorithms for Fair Resource Allocation. CoRR (2023)
Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Applied Online Algorithms with Heterogeneous Predictors. ICML (2023)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. CoRR (2023)
Bo Sun, Lin Yang, Mohammad Hajiesmaili, Adam Wierman, John C. S. Lui, Don Towsley, Danny H. K. Tsang
The Online Knapsack Problem with Departures. SIGMETRICS (Abstracts) (2023)
Lin Yang, Xuchuang Wang, Mohammad Hajiesmaili, Lijun Zhang, John C. S. Lui, Don Towsley
Cooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs. CoRR (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? UAI (2023)
Jinhang Zuo, Zhiyao Zhang, Xuchuang Wang, Cheng Chen, Shuai Li, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman
Adversarial Attacks on Cooperative Multi-agent Bandits. CoRR (2023)
Jinhang Zuo, Zhiyao Zhang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, Adam Wierman
Adversarial Attacks on Online Learning to Rank with Click Feedback. NeurIPS (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits. ICLR (2023)
Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant J. Shenoy
Equitable Network-Aware Decarbonization of Residential Heating at City Scale. e-Energy (2023)