I am a fourth-year PhD student in the Computer Science Department at Princeton University where I work with Ravi Netravali. I am broadly interested in computer networks, systems, and machine learning. Recently, my work has focused on improving the resource efficiency and performance of machine learning inference pipelines.
Prior to Princeton, I worked at the National Security Agency in Fort Meade, MD where I contributed to Ghidra and developed ML-driven techniques for malware analysis. I received my bachelor's degree in computer science from New York University in 2019 where I worked with Anirudh Sivaraman and Srinivas Narayana (Rutgers University).
In the summer of 2022, I interned at Microsoft Research, Redmond in the Networking Research Group. I am currently interning again with Microsoft Research, now with the Cloud Systems Reliability Research Group.
GPUs, CPUs, and ... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines
Mike Wong, Ulysses Butler, Emma Farkash, Praveen Tammana, Anirudh Sivaraman, Ravi Netravali
arXiv:2502.15712
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
Mike Wong, Murali Ramanujam, Guha Balakrishnan, Ravi Netravali
USENIX NSDI 2024
NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security
Kevin Hsieh†, Mike Wong†, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula († equal contribution)
USENIX NSDI 2024
Marvolo: Programmatic Data Augmentation for Deep Malware Detection
Mike Wong, Edward Raff, James Holt, Ravi Netravali
ECML PKDD 2023
Previous version in AI4Cyber/MLHat at KDD 2022
Synthesizing Safe and Efficient Kernel Extensions for Packet Processing
Qiongwen Xu, Michael D. Wong, Tanvi Wagle, Srinivas Narayana, Anirudh Sivaraman
ACM SIGCOMM 2021
Also accepted to the BPF & Networking Summit at LPC 2021
[ K2 webpage ]
Testing Compilers for Programmable Switches Through Switch Hardware Simulation
Michael D. Wong, Aatish Kishan Varma, Anirudh Sivaraman
ACM CoNEXT 2020
Switch Code Generation Using Program Synthesis
Xiangyu Gao, Taegyun Kim, Michael D. Wong, Divya Raghunathan, Aatish Kishan Varma, Pravein Govindan Kannan, Anirudh Sivaraman, Srinivas Narayana, Aarti Gupta
ACM SIGCOMM 2020