About Me

Hi!👋  I'm a Ph.D. student in CSE at The Ohio State University. This is my [CV]

My research goal is "Improve AI performance by analyzing computer systems"

To be specific, I'm interested in "On-device AI, Efficient AI, MLSys, and Cloud/Distributed Computing” Before joining this group, I received B.S and M.S from Chung-Ang University.

📧 [Email]

🔗 [LinkedIn]

🎓 [Google Scholar]

😸 [Github]

Selected Publications

ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT

Hyunho Ahn* , Munkyu Lee* , Sihoon Seong , Gap-Joo Na, In-Geol Chun , Blesson Varghese and Cheol-Ho Hong. (IEEE Transactions on Industrial Informatics, JCR 2023 IF: 11.7, Top: 1.8%))[PDF] [Github]

gShare: A Centralized GPU Memory Management Framework to Enable GPU Memory Sharing for Containers

Lee, Munkyu, Hyunho Ahn, Cheol-Ho Hong, and Dimitrios S. Nikolopoulos (Future Generation Computer Systems, JCR 2020 IF: 7.187, Top: 6.3%)) [PDF]

Performance Characterization of using Quantization for DNN Inference on Edge Devices

Ahn, Hyunho*, Tian Chen*, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, and Dhabaleswar K. (DK) Panda (Published on IEEE ICFEC 2023) [Paper]