Haibin: A High Performance System Researcher
Abstract
We present Haibin, a system researcher dedicated in High Performance Computing(HPC). Haibin is a Junior Turing Class student at SUSTech, majoring in Computer Science. Problem-solving is his lifelong delight. He is currently participating in research in the fields of Distributed Computing, GPU Computing, and High Performance Computing at the SUSTech HPC-Lab.
CCF Concept
High Performance Computing, Operating System, Software Engineering, Compiler
Area
High Performance Computing (HPC)
🔥 News
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📝 Publications
ICPP 2025
ParaCOSM: A Parallel Framework for Continuous Subgraph Matching
Haibin Lai*, Sicheng Zhou*, Site Fan, Zhuozhao Li
- In this paper, we present ParaCOSM (Parallel COntinuous Subgraph Matching), an efficient parallel framework for existing CSM algorithms on CPU. ParaCOSM leverages two levels of parallelism: inner-update parallelism and inter-update parallelism. Inner-update parallelism employs a fine-grain parallelism approach to decompose the search tree during each CSM query, enabling efficient search for large queries under load balancing. In inter-update parallelism, we introduce an innovative safe-update mechanism that uses multi-threading to verify the safety of multiple updates, thereby enhancing the overall throughput of the system under large-scale update scenarios. ParaCOSM achieves $1.2\times$ to $30.2\times$ speedups across datasets and up to two orders of magnitude faster execution, with up to 71% higher success rates on large query graph .
🎖 Honors and Awards
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📖 Educations
- 2019.06 - 2022.04 (now), Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- 2015.09 - 2019.06, Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
💬 Project
- 2025.01,
- 2024.11 - 2024.12,
- 2024.10 -2024.12, amet. | [video]
💻 Internships
- Aug 2024 - Present, Geochemistrypi, China. Online Intern, Zhejiang University DataEarth Lab