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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Zenoh for Industrial IoT: Reference Architecture (2026)

Zenoh for Industrial IoT: Reference Architecture (2026)

Posted by By MPRAUTO MPRAUTO May 20, 2026Posted iniiotNo Comments
2026 reference architecture for Zenoh in industrial IoT — routers, peers, storages, ROS2 bridge, MQTT/DDS interoperability, and capacity planning.
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TSN vs 5G URLLC: Deterministic Networking on the Factory Floor (2026)

TSN vs 5G URLLC: Deterministic Networking on the Factory Floor (2026)

Posted by By MPRAUTO MPRAUTO May 20, 2026Posted iniiotNo Comments
TSN vs 5G URLLC compared for deterministic factory networking in 2026 — jitter, scheduling, integration cost, profiles, and a decision matrix.
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OPC UA FX in 2026: Field-Level Communications Goes Open

OPC UA FX in 2026: Field-Level Communications Goes Open

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted iniiotNo Comments
Why OPC UA FX is replacing proprietary field buses in 2026 — TSN integration, adoption among Siemens/Rockwell, and migration paths for brownfield.
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Speculative Decoding for LLM Inference: Architecture (2026)

Speculative Decoding for LLM Inference: Architecture (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inAINo Comments
How speculative decoding cuts LLM latency in 2026 — draft/target models, EAGLE-2, Medusa heads, and when speculation wins vs hurts.
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vLLM vs SGLang vs TensorRT-LLM: H100 Benchmark (2026)

vLLM vs SGLang vs TensorRT-LLM: H100 Benchmark (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inAINo Comments
Reproducible 2026 benchmark of vLLM, SGLang, and TensorRT-LLM on H100 for Llama 70B and Mixtral — methodology, throughput, TTFT, recommendations.
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Iceberg vs Delta vs Hudi for Industrial Lakehouse: 2026 ADR

Iceberg vs Delta vs Hudi for Industrial Lakehouse: 2026 ADR

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments
ADR-style 2026 guide picking between Apache Iceberg, Delta Lake, and Apache Hudi for industrial IoT data lakehouse — trade-offs and decision matrix.
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eBPF Observability with Pixie + Cilium: Tutorial (2026)

eBPF Observability with Pixie + Cilium: Tutorial (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments
Step-by-step 2026 tutorial — install Pixie and Cilium Hubble, capture HTTP/gRPC/DB traces with eBPF, and design auto-instrumented Kubernetes observability.
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Real-Time Risk Engine for Crypto Derivatives: Architecture (2026)

Real-Time Risk Engine for Crypto Derivatives: Architecture (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments
How to architect a real-time risk engine for crypto perpetuals and options in 2026 — funding, mark price, VaR, liquidations, and circuit breakers.
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Arm Neoverse V3 Reshapes Enterprise Server Design (2026)

Arm Neoverse V3 Reshapes Enterprise Server Design (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments
How Arm Neoverse V3 (Graviton 4, Cobalt 100, NVIDIA Grace) is rewriting enterprise server design in 2026 — performance, software ecosystem, migration patterns.
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Cryo-EM at 1.2 Å: Atomic Resolution Milestone Explained (2026)

Cryo-EM at 1.2 Å: Atomic Resolution Milestone Explained (2026)

Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inAINo Comments
Why cryo-EM hitting 1.2 Å atomic resolution in 2026 matters — the science, the Krios G5 microscope, AI-driven processing, and drug discovery implications.
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Posts pagination

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  • DeepSeek V4 Explained: Architecture, Sparse Attention, Benchmarks, and Deployment (2026)
  • DeepSeek V4 Explained: Architecture, Sparse Attention, Benchmarks, and Deployment (2026)
  • In-Vivo CAR-T Cell Therapy: How Engineering T-Cells Inside the Body Works (2026)
  • d-Matrix Corsair and the Rise of Dedicated AI Inference Silicon (2026 Analysis)
  • Perpetual KYC (pKYC) Architecture: Continuous Risk Reassessment for 2026
  • Dapr for Distributed Microservices: A 2026 Tool Deep-Dive and Tutorial
  • PostgreSQL vs Distributed SQL (CockroachDB, YugabyteDB): A Multi-Tenant SaaS ADR (2026)
  • Long-Context LLM Benchmarks 2026: RULER, Effective Context, and the Lost-in-the-Middle Problem
  • Long-Context LLM Benchmarks 2026: RULER, Effective Context, and the Lost-in-the-Middle Problem
  • RAG Evaluation Architecture: Faithfulness, Context Precision, and RAGAS-Style Metrics (2026)
  • Industrial World Models: How Physical AI Is Reshaping Factory Autonomy in 2026
  • FMI 3.0 Co-Simulation with FMPy: A Hands-On Digital Twin Tutorial (2026)
  • FMI 3.0 Co-Simulation with FMPy: A Hands-On Digital Twin Tutorial (2026)
  • Isaac Sim vs Gazebo vs MuJoCo: Choosing a Robot Simulator in 2026
  • Module Type Package (MTP) Reference Architecture for Modular Process Automation (2026)
  • Qwen3.6 Explained: Hybrid MoE Architecture, 1M Context, and Benchmarks
  • Kubernetes Multi-Tenancy Architecture: Namespaces, vCluster, and Hard Isolation
  • Qualcomm Buys Modular: The CUDA Moat and the Portable AI Compiler Play
  • How Superconductors Actually Work (and Why They Levitate)
  • Quantum Error Correction Explained: Surface Codes and the Path to Fault Tolerance
  • AML with Graph Neural Networks: Detecting Laundering Rings and Synthetic Identity
  • MPC Wallet Custody Architecture: Threshold Signatures and Key Sharding (2026)
  • Internal Developer Platform Comparison: Backstage vs Port vs Cortex (2026)
  • AIOps Incident Response Architecture: Agentic SRE and Alert Correlation (2026)
  • Feature Store Architecture: Online/Offline Parity and Point-in-Time Correctness
  • Confidential AI Inference: TEEs and GPU Confidential Computing (2026)
  • W3C Web of Things (WoT) Reference Architecture for Industrial IoT (2026)
  • Llama 4 Explained: Scout, Maverick, and Behemoth (MoE)
  • How MRI Actually Works: The Physics of Magnetic Resonance
  • Optogenetics: Engineering Light-Controlled Neurons
  • Micron’s AI Memory Supercycle: Why HBM Is the Bottleneck
  • Vector Database Benchmarks 2026: Pinecone, Weaviate, Qdrant
  • Low-Latency Market Data Feed Handler: Engineering Guide
  • NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)
  • SCADA vs OPC vs IoT Platform vs Data Historian (2026)
  • IoT in Clinical Trials: Architecture for Efficiency
  • RWA Tokenization Architecture: Issuance to Settlement
  • Confidential Containers on Kubernetes: A 2026 Guide
  • Multi-Region Active-Active Database Architecture (2026)

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