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
Explore how memory controllers orchestrate data flow between CPU and RAM. Interactive visualizations of channels, ranks, banks, and the complex scheduling that maximizes memory bandwidth.
10 min readConcept
CUDA Multi-Process Service (MPS)
Understand NVIDIA CUDA Multi-Process Service (MPS), a client-server architecture that enables multiple CUDA processes to share a single GPU context for concurrent kernel execution and better 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
Explore how CPU cache lines work, understand spatial locality, and see why memory access patterns dramatically impact performance through interactive visualizations.
4 min readConcept
NUMA Architecture: Non-Uniform Memory Access
Explore NUMA (Non-Uniform Memory Access) architecture, understanding how modern multi-socket systems manage memory locality and the performance implications of local vs remote memory access.
5 min readConcept
Understanding NVIDIA Kubernetes GPU Operator
Explore how the NVIDIA GPU Operator automates GPU infrastructure management in Kubernetes, transforming manual GPU setup into a declarative, cloud-native system.
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.
2 min readConcept