陈文光｜清华大学｜学者主页

2025

大模型与系统能力培养

陈文光

《计算机教育》

2025

An AI-Enhanced 1km-Resolution Seamless Global Weather and Climate Model to Achieve Year-Scale Simulation Speed using 34 Million Cores

Xiaohui Duan, Yi Zhang, Kai Xu, Haohuan Fu, Bin Yang, Yiming Wang, Yilun Han, Siyuan Chen, Zhuangzhuang Zhou, Chenyu Wang, Dongqiang Huang, Huihai An, Xiting Ju, Haopeng Huang, Zhuang Liu, Wei Xue, Weiguo Liu, Bowen Yan, Jianye Hou, Maoxue Yu, Wenguang Chen, Jian Li, Zhao Jing, Hailong Liu, Lixin Wu

ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

精选作品

期刊论文

大模型与系统能力培养

An AI-Enhanced 1km-Resolution Seamless Global Weather and Climate Model to Achieve Year-Scale Simulation Speed using 34 Million Cores

Productively Generating a High-Performance Linear Algebra Library on FPGAs

Stack Filtering: Elevating Precision and Efficiency in Rust Pointer Analysis

适用于申威众核架构的稀疏矩阵-矩阵乘法

MatFactory: A Framework for High-Performance Matrix Factorization on FPGAs

AdaPipe: Optimizing Pipeline Parallelism with Adaptive Recomputation and Partitioning

Graph Accelerators—A Case for Sparse Data Processing

A Context-Sensitive Pointer Analysis Framework for Rust and Its Application to Call Graph Construction

A Comprehensive Survey on Distributed Training of Graph Neural Networks

Lasa: Abstraction and Specialization for Productive and Performant Linear Algebra on FPGAs

TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs

高效训练百万亿参数预训练模型的系统挑战和对策

Detecting Performance Variance for Parallel Applications Without Source Code

Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems

Scaling Graph 500 SSSP to 140 Trillion Edges with over 40 Million Cores

BaGuaLu

Scaling graph traversal to 281 trillion edges with 40 million cores

Vapro

AIPerf: Automated machine learning as an AI-HPC benchmark

Chukonu

Processing extreme-scale graphs on China's supercomputers

DFOGraph

TCStream: Large-Scale Graph Triangle-Counting on a single Machine using GPUs

Preface

A system hierarchy for brain-inspired computing

Helmholtz solving and performance optimization in global/regional assimilation and prediction system

Preface

A Fast Lock for Explicit Message Passing Architectures

Pimiento: A Vertex-Centric Graph-Processing Framework on a Single Machine

Spread-n-share

Survey of external memory large-scale graph processing on a multi-core system

Heterogeneous parallel algorithm design and performance optimization for WENO on the Sunway Taihulight supercomputer

pLock

HiWayLib

T2S-Tensor: Productively Generating High-Performance Spatial Hardware for Dense Tensor Computations

Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures

ShenTu: Processing Multi-Trillion Edge Graphs on Millions of Cores in Seconds

A vision of post-exascale programming

Zwift

Preface

Bridge the Gap between Neural Networks and Neuromorphic Hardware with a Neural Network Compiler

Bridge the Gap between Neural Networks and Neuromorphic Hardware with a Neural Network Compiler

Performance Evaluation and Optimization of HBM-Enabled GPU for Data-Intensive Applications

vS ensor

vS ensor

Spindle: Informed Memory Access Monitoring

基于执行序列的嵌入式软件时序异常检测

An Efficient In-Memory Checkpoint Method and its Practice on Fault-Tolerant HPL

Versapipe

Performance evaluation and optimization of HBM-Enabled GPU for data-intensive applications

FinePar: Irregularity-aware fine-grained workload partitioning on integrated architectures

Self-Checkpoint

Self-Checkpoint

Preface

基于CUPTI接口的典型GPU程序负载特征分析

Refactoring and Optimizing the Community Atmosphere Model (CAM) on the Sunway TaihuLight Supercomputer

NEUTRAMS: neural network transformation and co-design under neuromorphic hardware constraints

Neural network transformation under hardware constraints

Characterizing and optimizing TPC-C workloads on large-scale systems using SSD arrays

Parallel implementation and performance characterization of muscle

Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures

STrans: a comprehensive framework for structure transformation

DRDDR: a lightweight method to detect data races in Linux kernel

Big Data Technology and Applications

Preface

大数据与高性能计算

Building Semi-Elastic Virtual Clusters for Cost-Effective HPC Cloud Resource Provisioning

NestedMP: Enabling cache-aware thread mapping for nested parallel shared memory applications

To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures

Performance Prediction for Large-Scale Parallel Applications Using Representative Replay

Cloud Performance Modeling with Benchmark Evaluation of Elastic Scaling Strategies

Preface

Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications

CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression

Cybertron

Cybertron

NestedMP: Taming Complex Configuration Space of Degree of Parallelism for Nested-Parallel Programs