Redwan Ibne Seraj Khan

According to our database, Redwan Ibne Seraj Khan authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Workload-aware Efficient Machine Learning Systems.

Redwan Ibne Seraj Khan

PhD thesis, 2025

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters.

Shruti Dongare, Redwan Ibne Seraj Khan, Hadeel Albahar, Nannan Zhao, Diego Meléndez-Maita, Ali Raza Butt

Proceedings of the 2025 ACM Symposium on Cloud Computing, 2025

10Cache: Heterogeneous Resource-Aware Tensor Caching and Migration for LLM Training.

Sabiha Afroz, Redwan Ibne Seraj Khan, Hadeel Albahar, Jingoo Han, Ali Raza Butt

Proceedings of the 2025 ACM Symposium on Cloud Computing, 2025

2024

Ensuring Fair LLM Serving Amid Diverse Applications.

Redwan Ibne Seraj Khan, Kunal Jain, Haiying Shen, Ankur Mallick, Anjaly Parayil, Anoop Kulkarni, Steve Kofsky, Pankhuri Choudhary, Renée St. Amant, Rujia Wang, Yue Cheng, Ali Raza Butt, Victor Rühle, Chetan Bansal, Saravan Rajmohan

CoRR, 2024

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

Redwan Ibne Seraj Khan, Arnab K. Paul, Yue Cheng, Xun Steve Jian, Ali Raza Butt

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023

SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training.

Redwan Ibne Seraj Khan, Ahmad Hossein Yazdani, Yuqi Fu, Arnab K. Paul, Bo Ji, Xun Jian, Yue Cheng, Ali Raza Butt

Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

2020

On the Use of Containers in High Performance Computing Environments.

Subil Abraham, Arnab Kumar Paul, Redwan Ibne Seraj Khan, Ali Raza Butt

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020