Image 1 Image 2 Image 3

  • BiscuitOS AI White Paper
  • LLM

    • Deepseek/Qwen

    • LLM Traning

    • LLM Fine-Tuning

    • LLM Quantization

    • LLM Inference

    • vLLM/Ollama/Pytorch

    • NVIDIA CUDA/PTX

  • AiOS

    • Load/Store/Atomic Roadmap

      • GPU Direct Peer ACCESS

      • CXL-MEMORY

      • HMM(Heterogeneous Memory Management): SVM/SPM

      • Nvidia-UVM

      • VRAM-MMIO/DEVICE-ZONE

    • MEMORY READ/WRITE Roadmap

      • DMA/SGDMA/Coherent-DMA/Streaming-DMA/CMA

      • P2PDMA

      • GPU P2PDMA

      • IOMMU/VFIO

      • DMA-BUF

      • DMA-POOL

    • Pooling Roadmap

      • RDMA-OpenShmem

      • NvSHMEM

      • CXL Pooling/CXL-Sharing

    • Heterogeneous Other Roadmap

      • DAX/FSDAX/PMEM

      • CXL 1.0/2.0

      • MMIO/PIO

      • TIERED-MEMORY

      • NUMA

  • AI Infra

    • C2C Interconnect

      • Intel QPI/UPI/MESH

      • AMD Infinity Fabric

    • Heterogeneous Interconnect

      • UALink

      • NvLink/NvSwitch/NvLink-C2C

      • UB-Mesh

      • CXL-3.0

      • IB Quantum Switch

      • RDMA

      • GPU Direct RDMA

      • PCIe/PCIe-Switch

    • Hardware

      • CPU(Intel/AMD/ARM)

      • GPU(Nvidia/AMD)

      • CXL/HBM/DDR

      • NIC

  • PCI(Peripheral Component Interconnect)

  • PCIe(Peripheral Component Interconnect Express)

  • CXL(Compute Express Link)

  • HMM(Heterogeneous Memory Management)

  • I/O Space

  • MMIO(Memory-Mapped I/O)

  • DMA(Direct Memory Access)

    • Coherent DMA

    • Streaming DMA

    • DMA-BUF

    • DMA Pool

    • CMA

    • SWIOTLB

  • RDMA(Remote Direct Memory Access)

  • SGDMA(Scatter-Gather Direct Memory Access)

  • IOMMU(Input-Output Memory Management Unit)

  • VFIO(Virtual Function I/O)

  • P2PDMA(Peer-to-Peer Direct Memory Access)

  • NUMA(Non-Uniform Memory Access)

    • LOCAL MEMORY

    • REMOTE MEMORY

    • NUMA BALANCING

  • HBM(High Bandwidth Memory)

  • DEVICE MEMORY

    • DAX(Direct Access)

    • FSDAX(File System Direct Access)

    • DIRECT-IO

    • BUFFER-IO

    • DEVICE ZONE

    • HBM/GDDR

    • VRAM

  • TIERED MEMORY Technology

  • NVDIMM/PMEM(Persistent Memory)

  • NPU/xPU

  • ZERO COPY Optimization

  • NUMA BLANCING/SCHEDULE Optimization

  • PARALLEL Optimization

  • Algorithm Visualization

  • Classic Kernel Data Structures

    • Classic Linked list

    • Red-Block Tree

    • Xarray

    • Radix Tree

    • Hash list

    • Hash Table

    • Interval Tree

  • Performance Analysis Tools