How RAM Works: Interactive Deep Dive into Computer Memory
Explore the inner workings of RAM through beautiful animations and interactive visualizations. Understand memory cells, addressing, and the memory hierarchy.
8 min readConcept
Tagged with
hardware
Explore machine learning concepts related to hardware. Clear explanations and practical insights.
11
Concepts Found
Concepts Related to hardware
NVIDIA Device Files in /dev/
Understanding character devices, major/minor numbers, and the device file hierarchy created by NVIDIA drivers for GPU access in Linux.
11 min readConcept
Memory Controllers: The Brain Behind RAM Management
Learn how memory controllers manage CPU-RAM data flow. Interactive demos of channels, ranks, banks, and command scheduling for optimal bandwidth.
8 min readConcept
CUDA Multi-Process Service (MPS)
Learn CUDA Multi-Process Service (MPS) for GPU sharing. Enable concurrent kernel execution from multiple processes and maximize GPU utilization.
7 min readConcept
Flynn's Classification: Taxonomy of Computer Architectures
Explore Flynn's Classification of computer architectures through interactive visualizations of SISD, SIMD, MISD, and MIMD systems.
5 min readConcept
CPU Pipelines & Branch Prediction: Modern Processor Architecture
Explore CPU pipeline stages, instruction-level parallelism, pipeline hazards, and branch prediction through interactive visualizations.
9 min readConcept
Hazard Detection: Pipeline Dependencies and Solutions
Master pipeline hazards through interactive visualizations of data dependencies, control hazards, structural conflicts, and advanced detection mechanisms.
9 min readConcept
CPU Cache Lines: The Unit of Memory Transfer
Learn how CPU cache lines transfer data between memory and cache. Understand spatial locality and optimize memory access patterns for better performance.
4 min readConcept
NUMA Architecture: Non-Uniform Memory Access
Explore NUMA architecture and memory locality in multi-socket systems. Understand local vs remote memory access latency and optimization strategies.
5 min readConcept
Understanding NVIDIA Kubernetes GPU Operator
Automate NVIDIA GPU management in Kubernetes with the GPU Operator. Deploy drivers, device plugins, and monitoring as DaemonSets.
8 min readConcept
Understanding CUDA Contexts
Explore the concept of CUDA contexts, their role in managing GPU resources, and how they enable parallel execution across multiple CPU threads.
3 min readConcept