Awesome-GPU

• Resources Management
  • Papers
• Parallelism
  • Papers
  • Slides
• Cache
  • Papers
• Algorithm
  • Papers
• Performance Analysis
  • Papers
  • Books
• Compiler
• White Papers

Resources Management

Papers

1. ASPLOS'17-Locality-Aware CTA Clustering for Modern GPUs
2. ASPLOS'17-Dynamic Resource Management for Efficient Utilization of Multitasking GPUs
3. HPCA'17-Dynamic GPGPU Power Management Using Adaptive Model Predictive Control
4. ISCA'16-Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems

Parallelism

Papers

1. HPCA'17-Controlled Kernel Launch for Dynamic Parallelism in GPUs
2. ISCA'16-LaPerm: Locality Aware Scheduler for Dynamic Parallelism on GPUs
3. ISCA'16-Virtual Thread Maximizing Thread-Level Parallelism beyond GPU Scheduling Limit

Slides

1. GTC'17-COOPERATIVE GROUPS

Cache

Papers

1. ISCA'16-APRES: Improving Cache Efficiency by Exploiting Load Characteristics on GPUs

Algorithm

Papers

1. HPCA'17-Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures

Performance Analysis

Papers

1. ISPASS'10-Demystifying GPU Microarchitecture through Microbenchmarking
2. ISPASS'10-Visualizing Complex Dynamics in Many-Core Accelerator Architectures
3. ISPASS'09-Analyzing CUDA Workloads Using a Detailed GPU Simulator

Books

1. Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)

Compiler

1. CGO'16-gpucc: An Open-Source GPGPU Compiler

White Papers

1. Volta-NVIDIA TESLA V100
2. Pascal-NVIDIA TESLA P100
3. Kepler-NVIDIA’s Next Generation CUDA Compute Architecture: Kepler
4. Fermi-NVIDIA’s Next Generation CUDA Compute Architecture: Fermi