I am a researcher with a PhD in Computer Science from The Penn State University, where I was supervised by Dr. Vijaykrishnan Narayanan. My research focuses on the microarchitecture of cloud infrastructure, with a particular emphasis on CXL optimization, compute heterogeneity, and the optimization and resource scheduling of cloud application software.
—> [First Author]SVDE: Serverless Framework for Low-Latency Video Analytic Queries with Hardware Disaggregation Accepted in the Transcations on Computers 2025 (TC 2025).
—> [First Author]TPNM: A CXL Based General Purpose Tiered Process Near Memory Framework
Collaborated with AMD
Accepted in the Proceedings of the 2025 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2025).
—> [First Author]PIFS-Rec: Process-In-Fabric-Switch for Large-Scale Recommendation System Inferences
Collaborated with AMD
Published in the Proceedings of the 57th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO 2024).
—> [Co-First Author]QoS-Diff: Adaptive Auto-tuning Framework for Low-latency Diffusion Model Inference Published in the Proceedings of the 6th ACM International Conference on Multimedia in Asia (MMASIA 2024)
—> ISVABI: In-Storage Video Analytics Engine with Block Interface
Collaborated with Intel
Published in the Proceedings of the 24rd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES 2023).
—> ISKEVA: in-SSD key-value database engine for video analytics applications Published in the Proceedings of the 23rd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES 2022).
For inquiries or collaborations, please reach out to me at lorickhuo@outlook.com.