Picture of Matthew Lentz

I'm an Assistant Professor of Computer Science at Duke University. Before joining Duke in Fall 2021, I was a Postdoctoral Researcher in the VMware Research Group; since then, I've continued my collaborations with VMware as an Affiliated Researcher. I received my PhD in Computer Science from University of Maryland, advised by Bobby Bhattacharjee.

I enjoy working broadly at the intersection of systems, networking, and security. My current research focuses on two directions: 1) introducing new abstractions and tools for building (and reasoning about) secure, trustworthy software systems, 2) building systems that improve performance for modern networking and machine learning applications. While those are my main directions, I have other ongoing projects that range from network performance measurement to security threat analytics.

I'm always looking for interested students. Look here for how to get in touch with me.

Recent Teaching

See here for a complete list.

Students

Current
PhD Alexander Du (with Danyang Zhuo)
PhD Chenyang Liu (with Kartik Nayak)
PhD Luka Duranovic

Recently Graduated
PhD Yongji Wu (with Danyang Zhuo) → Postdoc at UC Berkeley

Selected Publications

See here for a complete list.

Video Codecs are Secretly Tensor Codecs
Ceyu Xu, Yongji Wu, Xinyu Yang, Beidi Chen, Matthew Lentz, Danyang Zhuo, Lisa Wu Wills
(To Appear In) MICRO 2025
Can Large Language Models Verify System Software? A Case Study Using FSCQ as a Benchmark
Jianxing Qin, Alexander Du, Danfeng Zhang, Matthew Lentz, Danyang Zhuo
HotOS 2025
articlePaper slideshowTalk codeCode
Plato: Plan to Efficient Decode for Large Language Model Inference
Shuowei Jin, Xueshen Liu, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Matthew Lentz, Danyang Zhuo, Feng Qian, Zhuoqing Mao
(To Appear In) COLM 2025
DrSec: Flexible Distributed Representations for Efficient Endpoint Security
Mahmood Sharif, Pubali Datta, Andy Riddle, Kim Westfall, Adam Bates, Vijay Ganti, Matthew Lentz, David Ott
IEEE S&P 2024
articlePaper
MCCS: A Service-based Approach to Collective Communication for Multi-Tenant Cloud
Yongji Wu, Yechen Xu, Jingrong Chen, Zhaodong Wang, Ying Zhang, Matthew Lentz, Danyang Zhuo
SIGCOMM 2024
articlePaper slideshowTalk codeCode homeProject
Remote Procedure Call as a Managed System Service
Jingrong Chen*, Yongji Wu*, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas Anderson, Matthew Lentz, Xiaowei Yang, Danyang Zhuo
NSDI 2023
articlePaper slideshowTalk codeCode homeProject
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu
VLDB 2023
articlePaper codeCode
Dissecting Overheads of Service Mesh Sidecars
Xiangfeng Zhu, Guozhen She, Bowen Xue, Yu Zhang, Yongsu Zhang, Xuan Kelvin Zou, XiongChun Duan, Peng He, Arvind Krishnamurthy, Matthew Lentz, Danyang Zhuo, Ratul Mahajan
SoCC 2023
articlePaper slideshowTalk codeCode

Acknowledgements

I'd like to thank the following organizations for their support of my research: