Close

Presenter

Jiannan Tian
Indiana University
Biography
I am a Ph.D. graduate in Computer Engineering, specifically in HPC. My research interests fall in lossy compression algorithms, hardware-software co-design of lossy compression on GPU and FPGA, and high-performance machine learning/neural networks.
Presentations
Posters
GPU Compression (for Scientific Data) Done Right
TP
XO/EX
Paper
High-ratio Scientific Lossy Compression on GPUs with Optimized Multi-level Interpolation
Accelerators
Algorithms
Data Compression
I/O, Storage, Archive
Performance Optimization
TP
Paper
A High-Quality Workflow for Multi-Resolution Scientific Data Reduction and Visualization
Algorithms
Data Movement and Memory
I/O, Storage, Archive
Performance Optimization
Scientific and Information Visualization
Visualization
TP
Paper
Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression
Artificial Intelligence/Machine Learning
Distributed Computing
Heterogeneous Computing
Performance Optimization
TP