Shuaiwen Leon Song
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Data Storage Technologies, Cloud Computing and Resource Management, Advanced Neural Network Applications, Interconnection Networks and Systems
Most-Cited Works
- → PowerPack: Energy Profiling and Analysis of High-Performance Systems and Applications(2009)372 cited
- → Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect(2019)262 cited
- → OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization(2024)252 cited
- → A Simplified and Accurate Model of Power-Performance Efficiency on Emergent GPU Architectures(2013)136 cited
- → Locality-Driven Dynamic GPU Cache Bypassing(2015)109 cited
- → GraphReduce(2015)87 cited
- → AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures(2022)71 cited
- → Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite(2018)68 cited
- → Locality-Aware CTA Clustering for Modern GPUs(2017)60 cited
- → Exploring and analyzing the real impact of modern on-package memory on HPC scientific kernels(2017)48 cited