MPR CB, Author at IoT Digital Twin PLM

OpenAI Triton GPU Kernel Programming Tutorial: Block-Level Tiling, Fused Kernels and When to Choose CUDA, CUTLASS or CuTe (2026)

By MPRAUTO MPRAUTO October 27, 2026DevelopmentNo Comments

Triton GPU Kernel Programming: Tiling, Fusion and Choosing CUDA, CUTLASS or CuTe Most GPU kernels you will ever need to write are not compute-bound. They are bandwidth-bound: a chain of…

FlashAttention Explained: IO-Aware Attention, Tiling, Online Softmax and FlashAttention-3/4 on Modern GPUs (2026)

By MPRAUTO MPRAUTO October 27, 2026Development1 Comment

FlashAttention Explained: IO-Aware Attention, Tiling and Online Softmax A transformer's attention layer looks like three matrix multiplications and a softmax. On paper it is compute-bound math that a modern GPU…

Impedance vs Admittance Control: Compliant Robot Manipulation, Force Control and Contact-Rich Tasks (2026)

By MPRAUTO MPRAUTO October 26, 2026iotNo Comments

Impedance Control vs Admittance Control: Compliant Manipulation in Contact A position-controlled robot is a very stubborn employee. Tell it to move to a pose and it will get there, whatever…

Virtual Power Plant Architecture: DER Aggregation, OpenADR 3, IEEE 2030.5 and Grid Services (2026)

By MPRAUTO MPRAUTO October 26, 2026iotNo Comments

Virtual Power Plant Architecture: DER Aggregation, OpenADR 3 and IEEE 2030.5 A virtual power plant is not a power plant. It is a software system that makes ten thousand batteries,…

MITRE ATT&CK for ICS: OT Threat Detection, Passive Network Monitoring and Zeek-Based Architecture (2026)

By MPRAUTO MPRAUTO October 26, 2026iotNo Comments

MITRE ATT&CK for ICS: OT Threat Detection with Passive Monitoring and Zeek Every major attack on industrial control systems of the last decade shared one uncomfortable property: the final, damaging…

io_uring Explained: Linux Async I/O, Submission and Completion Rings and High-Performance Servers (2026)

By MPRAUTO MPRAUTO October 26, 2026DevelopmentNo Comments

io_uring Explained: Linux Async I/O, Rings and Fast Servers Most Linux network servers still spend a surprising share of their CPU time not on your code, but on crossing the…

Kubernetes Operators in Depth: Controller-Runtime, Reconciliation Loops, CRD Design and Finalizers (2026)

By MPRAUTO MPRAUTO October 26, 2026DevelopmentNo Comments

Kubernetes Operator Design: Controller-Runtime, Reconciliation Loops, CRDs and Finalizers Most operators that fail in production do not fail because the author misunderstood Kubernetes APIs. They fail because the author wrote…

QUIC and HTTP/3 Deep Dive: Handshake, Streams, Loss Recovery and Congestion Control (2026)

By MPRAUTO MPRAUTO October 26, 2026DevelopmentNo Comments

QUIC Protocol Deep Dive: Handshake, Streams, Loss Recovery and Congestion Control Most engineers meet the QUIC protocol as a checkbox in a CDN dashboard: flip "HTTP/3" to on, watch a…

Vision Transformer vs ConvNeXt vs Swin: Choosing a Vision Backbone for Industrial Inspection and Edge Deployment (2026)

By MPRAUTO MPRAUTO October 26, 2026AI1 Comment

Vision Transformer vs ConvNeXt vs Swin: Choosing a Vision Backbone for Industrial Inspection Every few months a new benchmark table declares one family of vision models the winner, and every…

Speech Recognition Architecture: CTC vs RNN-T vs Attention Encoder-Decoder, Whisper and Streaming ASR (2026)

By MPRAUTO MPRAUTO October 26, 2026AINo Comments

Speech Recognition Architecture: CTC vs RNN-T vs Attention Encoder-Decoder Most teams pick an automatic speech recognition (ASR) model by reading a leaderboard, then discover in production that the leaderboard measured…

OpenAI Triton GPU Kernel Programming Tutorial: Block-Level Tiling, Fused Kernels and When to Choose CUDA, CUTLASS or CuTe (2026)

FlashAttention Explained: IO-Aware Attention, Tiling, Online Softmax and FlashAttention-3/4 on Modern GPUs (2026)

Impedance vs Admittance Control: Compliant Robot Manipulation, Force Control and Contact-Rich Tasks (2026)

Virtual Power Plant Architecture: DER Aggregation, OpenADR 3, IEEE 2030.5 and Grid Services (2026)

MITRE ATT&CK for ICS: OT Threat Detection, Passive Network Monitoring and Zeek-Based Architecture (2026)

io_uring Explained: Linux Async I/O, Submission and Completion Rings and High-Performance Servers (2026)

Kubernetes Operators in Depth: Controller-Runtime, Reconciliation Loops, CRD Design and Finalizers (2026)

QUIC and HTTP/3 Deep Dive: Handshake, Streams, Loss Recovery and Congestion Control (2026)

Vision Transformer vs ConvNeXt vs Swin: Choosing a Vision Backbone for Industrial Inspection and Edge Deployment (2026)

Speech Recognition Architecture: CTC vs RNN-T vs Attention Encoder-Decoder, Whisper and Streaming ASR (2026)

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