High Performance Computing

Associated Publications

GPU-Accelerated Atari Emulation for Reinforcement Learning
NVGaze: An Anatomically-Informed Dataset for Low-Latency, Near-Eye Gaze Estimation
A Fast and Robust Method for Avoiding Self-Intersection
Massively Parallel Path Space Filtering
Metaoptimization on a Distributed System for Deep Reinforcement Learning
Massively Parallel Construction of Radix Tree Forests for the Efficient Sampling of Discrete Probability Distributions
Evaluating and Accelerating High-Fidelity Error Injection for HPC
Exploiting Idle Resources in a High-Radix Switch for Supplemental Storage
Fast, High Precision Ray/Fiber Intersection using Tight, Disjoint Bounding Volumes
Massively Parallel Stackless Ray Tracing of Catmull-Clark Subdivision Surfaces
CRUM: Checkpoint-Restart Support for CUDA's Unified Memory
Phantom Ray-Hair Intersector
Hamartia: A Fast and Accurate Error Injection Framework
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
Near-eye Light Field Holographic Rendering with Spherical Waves for Wide Field of View Interactive 3D Computer Graphics
Low Communication FMM-Accelerated FFT on GPUs
Parallel Jaccard and Related Graph Clustering Techniques
Fine-Grained DRAM: Energy-Efficient DRAM for Extreme Bandwidth Systems
Feedforward and Recurrent Neural Networks Backward Propagation and Hessian in Matrix Form
Exploiting Budan-Fourier and Vincent’s Theorems for Ray Tracing 3D Bézier Curves
Parallel Modularity Clustering
Parallel Modularity Clustering
Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors
The Iray Light Transport Simulation and Rendering System
SASSIFI: An Architecture-level Fault Injection Tool for GPU Application Resilience Evaluation
Parallel Depth-First Search for Directed Acyclic Graphs
Tensor Contractions with Extended BLAS Kernels on CPU and GPU
Tensor Contractions with Extended BLAS Kernels on CPU and GPU
Approxilyzer: Towards A Systematic Framework for Instruction-Level Approximate Computing and its Application to Hardware Resiliency
S-Step and Communication-Avoiding Iterative Methods
S-Step and Communication-Avoiding Iterative Methods
A Case for Toggle-Aware Compression for GPU Systems
Parallel Spectral Graph Partitioning
Parallel Spectral Graph Partitioning
Network Endpoint Congestion Control for Fine-Grained Communication
The Light Field Stereoscope
Parallel Graph Coloring with Applications to the Incomplete-LU Factorization on the GPU
Scaling the Power Wall: A Path to Exascale
Preconditioned Block-Iterative Methods on GPUs
Incomplete-LU and Cholesky Factorization in the Preconditioned Iterative Methods on the GPU
Scalable GPU Graph Traversal
Allocation-oriented Algorithm Design with Application to GPU Computing, Ph.D. Dissertation
Thrust: A Productivity-Oriented Library for CUDA
High Performance and Scalable GPU Graph Traversal
Parallel Solution of Sparse Triangular Linear Systems in the Preconditioned Iterative Methods on the GPU
A Survey of General-Purpose Computation on Graphics Hardware