Publications

2025

1. ArXiv

   Ensuring Fair LLM Serving Amid Diverse Applications

   Redwan Ibne Seraj Khan, Kunal Jain, Haiying Shen, and 12 more authors

   In ArXiv, 2025

   Bib PDF

   @inproceedings{undersubfairserve2025,
     author = {Khan, Redwan Ibne Seraj and Jain, Kunal and Shen, Haiying and Mallick, Ankur and Parayil, Anjaly and Kulkarni, Anoop and Kofsky, Steve and Choudhary, Pankhuri and Amant, Renee St. and Wang, Rujia and Cheng, Yue and Butt, Ali R. and Ruhle, Victor and Bansal, Chetan and Rajmohan, Saravan},
     title = {Ensuring Fair LLM Serving Amid Diverse Applications},
     booktitle = {ArXiv},
     year = {2025},
     url = {https://arxiv.org/pdf/2411.15997},
   }

2. Under Review

   Intelligent Heterogeneous Resource Configuration Framework for Transformer-based Inference Models

   Hadeel Albahar, Redwan Ibne Seraj Khan, Shruti Dongare, and 3 more authors

   In Review, 2025

   Bib

   @inproceedings{undersubtune2025,
     author = {Albahar, Hadeel and Khan, Redwan Ibne Seraj and Dongare, Shruti and Zhao, Nannan and Paul, Arnab K. and Butt, Ali R.},
     title = {Intelligent Heterogeneous Resource Configuration Framework for Transformer-based Inference Models},
     booktitle = {Review},
     year = {2025},
   }

3. Under Review

   Reinforcement Learning-based Adaptive Scheduling for ML Workloads

   Shruti Dongare, Redwan Ibne Seraj Khan, Hadeel Albahar, and 2 more authors

   In Review, 2025

   Bib

   @inproceedings{undersubrftune2025,
     author = {Dongare, Shruti and Khan, Redwan Ibne Seraj and Albahar, Hadeel and Maita, Diego Melendez and Butt, Ali R.},
     title = {Reinforcement Learning-based Adaptive Scheduling for ML Workloads},
     booktitle = {Review},
     year = {2025},
   }

4. Under Preparation

   Enhancing LLM training through Strategic Tensor Offloading across Multiple Memory Tiers

   Sabiha Afroz, Redwan Ibne Seraj Khan, Hadeel Albahar, and 2 more authors

   In Preparation, 2025

   Bib

   @inproceedings{undersuboffload2025,
     author = {Afroz, Sabiha and Khan, Redwan Ibne Seraj and Albahar, Hadeel and Haan, Jingoo and Butt, Ali R.},
     title = {Enhancing LLM training through Strategic Tensor Offloading across Multiple Memory Tiers},
     booktitle = {Preparation},
     year = {2025},
   }

2024

1. ACM SoCC 2024

   FedCaSe: Enhancing Federated Learning with Heterogeneity-aware Caching and Scheduling

   Redwan Ibne Seraj Khan, Arnab K. Paul, Xun Jian, and 2 more authors

   In ACM Symposium on Cloud Computing, Nov 2024

   Bib PDF Code

   @inproceedings{khanfedcasesocc2024,
     author = {Khan, Redwan Ibne Seraj and Paul, Arnab K. and Jian, Xun and Cheng, Yue and Butt, Ali R.},
     title = {FedCaSe: Enhancing Federated Learning with Heterogeneity-aware Caching and Scheduling},
     booktitle = {ACM Symposium on Cloud Computing},
     year = {2024},
     url = {https://dl.acm.org/doi/10.1145/3698038.3698559},
     address = {Redmond, WA},
     month = nov,
     organization = {ACM},
   }

2023

1. USENIX FAST’23

   SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training

   Redwan Ibne Seraj Khan, Ahmad Hossein Yazdani, Yuqi Fu, and 5 more authors

   In 21st USENIX Conference on File and Storage Technologies (FAST 23), Feb 2023

   Bib PDF Code Talk

   @inproceedings{khanshadefast23,
     author = {Khan, Redwan Ibne Seraj and Yazdani, Ahmad Hossein and Fu, Yuqi and Paul, Arnab K. and Ji, Bo and Jian, Xun and Cheng, Yue and Butt, Ali R.},
     title = {{SHADE}: Enable Fundamental Cacheability for Distributed Deep Learning Training},
     booktitle = {21st USENIX Conference on File and Storage Technologies (FAST 23)},
     year = {2023},
     talk = {https://www.usenix.org/conference/fast23/presentation/khan},
     isbn = {978-1-939133-32-8},
     address = {Santa Clara, CA},
     pages = {135--152},
     url = {https://www.usenix.org/conference/fast23/presentation/khan},
     publisher = {USENIX Association},
     month = feb,
   }

2020

1. IEEE CLOUD’20

   On the use of containers in high performance computing environments

   Subil Abraham, Arnab K Paul, Redwan Ibne Seraj Khan, and 1 more author

   In 2020 IEEE 13th International Conference on Cloud Computing (CLOUD), Feb 2020

   Bib PDF

   @inproceedings{abraham2020use,
     title = {On the use of containers in high performance computing environments},
     author = {Abraham, Subil and Paul, Arnab K and Khan, Redwan Ibne Seraj and Butt, Ali R},
     booktitle = {2020 IEEE 13th International Conference on Cloud Computing (CLOUD)},
     pages = {284--293},
     year = {2020},
     organization = {IEEE},
   }