Muhammad Umar

According to our database, Muhammad Umar authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Towards Understanding Systems Trade-offs in Retrieval-Augmented Generation Model Inference.

Michael Shen, Muhammad Umar, Kiwan Maeng, G. Edward Suh, Udit Gupta

CoRR, 2024

2023

FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search.

Jordan Dotzel, Gang Wu, Andrew Li, Muhammad Umar, Yun Ni, Mohamed S. Abdelfattah, Zhiru Zhang, Liqun Cheng, Martin G. Dixon, Norman P. Jouppi, Quoc V. Le, Sheng Li

CoRR, 2023

2022

SoftVN: efficient memory protection via software-provided version numbers.

Muhammad Umar, Weizhe Hua, Zhiru Zhang, G. Edward Suh

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

MGX: near-zero overhead memory protection for data-intensive accelerators.

Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

GuardNN: secure accelerator architecture for privacy-preserving deep learning.

Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2020

GuardNN: Secure DNN Accelerator for Privacy-Preserving Deep Learning.

Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh

CoRR, 2020

MgX: Near-Zero Overhead Memory Protection with an Application to Secure DNN Acceleration.

Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh

CoRR, 2020