OCTOBER 27, 2023 Conference Paper Design and Evaluation of GPU-FPX: A Low-Overhead tool for Floating-Point Exception Detection in NVIDIA GPUs ( Read More )
OCTOBER 27, 2023 Conference Paper BitGNN: Unlocking the Performance Potential of Binary Graph Neural Networks on GPUs ( Read More )
OCTOBER 27, 2023 Conference Paper Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty ( Read More )
OCTOBER 13, 2023 Conference Paper Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications ( Read More )
AUGUST 24, 2023 Journal Article Newton trust-region methods with primary variable switching for simulating high temperature multiphase porous media flow ( Read More )
AUGUST 13, 2023 Journal Article Elastic Resource Management for Deep Learning Applications in a Container Cluster ( Read More )
JULY 11, 2023 Conference Paper FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix ( Read More )
JULY 11, 2023 Journal Article Dynamic Network Analysis of Nuclear Science Literature for Research Influence Assessment ( Read More )
JULY 8, 2023 Conference Paper AMG Preconditioners based on parallel hybrid coarsening and multi-objective graph matching ( Read More )
JULY 7, 2023 Conference Paper Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training ( Read More )
JUNE 21, 2023 Report Fixing Amdahl's Law within the Limits of Accelerated Systems: FALLACY ( Read More )
MAY 10, 2023 Conference Paper Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operationson Spatial Accelerators ( Read More )
APRIL 11, 2023 Conference Paper H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture ( Read More )
APRIL 11, 2023 Journal Article Accelerating Matrix-Centric Graph Processing on GPUs through Bit-Level Optimizations ( Read More )