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@psl-ntu

Parallel Systems Lab @ NTU Singapore

Systems research at the intersection of HPC and AI

Parallel Systems Lab (PSL) @ NTU

We build systems infrastructure at the intersection of parallel computing and AI — spanning high-performance I/O, parallel file sytems, GPU kernel optimization, LLM optmization, and agentic memory systems.

Parallel Computing AI Systems HPC Parallel I/O GPU Optimization Agentic AI Systems


Research Areas

Parallel I/O & Storage — High-performance data pipelines; storage consistency semantics; parallel file systems; I/O for large-scale HPC and AI workloads.

AI Systems & GPU Optimization — Efficient training and inference infrastructure; kernel optimization; memory and compute scheduling.

Agentic AI Systems — Systems support for multi-agent workflows; orchestration; efficient memory operations.


Joining the Lab

If you are excited about systems research at the intersection of HPC and AI, we'd love to hear from you. We also advise the NTU Student Cluster Competition team. This is an undergraduate-only competition—if you’re interested in participating, please feel free to reach out.

Popular repositories Loading

  1. HieraSparse HieraSparse Public

    HieraSparse: Hierarchical Semi-Structured KV-Cache Attention on Sparse Tensor Core

    Cuda 1

  2. Recorder Recorder Public

    Forked from uiuc-hpc/Recorder

    Comprehensive Parallel I/O Tracing and Analysis

    C

  3. mpich mpich Public

    Forked from pmodels/mpich

    Official MPICH Repository

    C

  4. ior ior Public

    Forked from hpc/ior

    IOR and mdtest

    C

  5. .github .github Public

Repositories

Showing 5 of 5 repositories

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