@unpublished{glinthawkn2025hamadanian,
  doi = {10.48550/ARXIV.2501.11779},
  title = {Glinthawk: A Two-Tiered Architecture for High-Throughput LLM Inference},
  author = {Hamadanian, Pouya and Fouladi, Sadjad},
  year = {2025},
  eprint = {2501.11779},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2501.11779},
  file = {https://arxiv.org/pdf/2501.11779}
}

@unpublished{locally2023hamadanian,
  doi = {10.48550/ARXIV.2302.02182},
  url = {https://arxiv.org/abs/2302.02182},
  author = {Hamadanian, Pouya and Nasr-Esfahany, Arash and Schwarzkopf, Malte and Sen, Siddartha and Alizadeh, Mohammad},
  keywords = {Machine Learning (cs.LG), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {Online Reinforcement Learning in Non-Stationary Context-Driven Environments},
  publisher = {arXiv},
  year = {2023},
  copyright = {arXiv.org perpetual, non-exclusive license},
  file = {https://arxiv.org/pdf/2302.02182.pdf}
}

@unpublished{demistify2022hamadanian,
  doi = {10.48550/ARXIV.2201.05560},
  url = {https://arxiv.org/abs/2201.05560},
  author = {Hamadanian, Pouya and Schwarzkopf, Malte and Sen, Siddartha and Alizadeh, Mohammad},
  keywords = {Machine Learning (cs.LG), Artificial Intelligence (cs.AI), Networking and Internet Architecture (cs.NI), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {Demystifying Reinforcement Learning in Time-Varying Systems},
  publisher = {arXiv},
  year = {2022},
  copyright = {arXiv.org perpetual, non-exclusive license},
  file = {https://arxiv.org/pdf/2201.05560.pdf}
}

@inproceedings{ekho2023hamadanian,
  author = {Hamadanian, Pouya and Gallatin, Doug and Alizadeh, Mohammad and Chintalapudi, Krishna},
  title = {Ekho: Synchronizing Cloud Gaming Media across Multiple Endpoints},
  year = {2023},
  isbn = {9798400702365},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3603269.3604826},
  doi = {10.1145/3603269.3604826},
  booktitle = {Proceedings of the ACM SIGCOMM 2023 Conference},
  pages = {533--549},
  numpages = {17},
  month = sep,
  keywords = {inter-device synchronization, cloud gaming, media synchronization, ITU-T P.808},
  location = {New York, NY, USA},
  series = {ACM SIGCOMM '23},
  file = {https://ekho.csail.mit.edu/content/ekho-sigcomm.pdf}
}

@inproceedings{causalsim2022alomar,
  author = {Alomar*, Abdullah and Hamadanian*, Pouya and Nasr-Esfahany*, Arash and Agarwal, Anish and Alizadeh, Mohammad and Shah, Devavrat},
  title = {{CausalSim}: A Causal Framework for Unbiased {Trace-Driven} Simulation},
  booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)},
  year = {2023},
  isbn = {978-1-939133-33-5},
  address = {Boston, MA},
  pages = {1115--1147},
  doi = {10.48550/arXiv.2201.01811},
  url = {https://www.usenix.org/conference/nsdi23/presentation/alomar},
  publisher = {USENIX Association},
  month = apr,
  file = {https://www.usenix.org/system/files/nsdi23-alomar.pdf}
}

@inproceedings{Khani_2021_ICCV,
  author = {Khani, Mehrdad and Hamadanian, Pouya and Nasr-Esfahany, Arash and Alizadeh, Mohammad},
  title = {Real-Time Video Inference on Edge Devices via Adaptive Model Streaming},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month = oct,
  year = {2021},
  doi = {10.1109/ICCV48922.2021.00453},
  pages = {4572-4582},
  file = {https://openaccess.thecvf.com/content/ICCV2021/papers/Khani_Real-Time_Video_Inference_on_Edge_Devices_via_Adaptive_Model_Streaming_ICCV_2021_paper.pdf}
}

@article{hamadanian2023hollistic,
  title = {A Holistic View of AI-driven Network Incident Management},
  author = {Hamadanian, Pouya and Arzani, Behnaz and Fouladi, Sadjad and Kakarla, Siva Kesava Reddy and Fonseca, Rodrigo and Billor, Denizcan and Cheema, Ahmad and Nkposong, Edet and Chandra, Ranveer},
  booktitle = {The 21st ACM Workshop on Hot Topics in Networks (HotNets '23)},
  year = {2023},
  file = {https://people.csail.mit.edu/pouyah/icm-hotnets23.pdf}
}

@article{hamadanian2022reinforcement,
  title = {How Reinforcement Learning Systems Fail and What to do About It},
  author = {Hamadanian, Pouya and Schwarzkopf, Malte and Sen, Siddartha},
  booktitle = {The 2nd Workshop on Machine Learning and Systems (EuroMLSys)},
  year = {2022},
  file = {https://people.csail.mit.edu/pouyah/euromlsys22-final12.pdf}
}