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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Modbus Protocol Deep Dive: RTU, TCP, and the Industrial Workhorse Explained

Modbus Protocol Deep Dive: RTU, TCP, and the Industrial Workhorse Explained

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted iniiot1 Comment
Modbus Protocol Deep Dive: RTU, TCP, and the Industrial Workhorse Explained - updated October 2026 with verified facts, diagrams and FAQ.
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PostgreSQL vs YugabyteDB vs CockroachDB (2026): Which Wins

PostgreSQL vs YugabyteDB vs CockroachDB (2026): Which Wins

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inKubernetesNo Comments
PostgreSQL vs YugabyteDB vs CockroachDB in 2026: Raft, isolation levels, geo-partitioning, licensing, Aurora DSQL context, IoT fit and a decision matrix.
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Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics

Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted iniiot2 Comments
Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics - updated October 2026 with verified facts, diagrams and FAQ.
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Rust Embedded Development: How to Build no_std Firmware for Microcontrollers (2026)

Rust Embedded Development: How to Build no_std Firmware for Microcontrollers (2026)

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inDevelopment1 Comment
Step-by-step Rust embedded guide — no_std setup, Embassy async, RTIC, HAL crates, flashing ARM Cortex-M, and production firmware patterns.
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SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inKubernetesNo Comments
SOC 2 vs ISO 27001: how Trust Services Criteria map to Annex A controls, plus evidence automation and an October 2026 FAQ on the 2022 transition.
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HL7 v2 vs FHIR vs DICOM: Healthcare Interoperability Architecture Deep Dive

HL7 v2 vs FHIR vs DICOM: Healthcare Interoperability Architecture Deep Dive

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inHealthNo Comments
Healthcare interop deep dive — HL7 v2 pipes, FHIR REST + search, DICOM modalities, integration architectures, and migration patterns.
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IoT Protocol Latency Benchmarks: MQTT vs CoAP vs AMQP vs HTTP/3 (Updated April 2026)

IoT Protocol Latency Benchmarks: MQTT vs CoAP vs AMQP vs HTTP/3 (Updated April 2026)

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiotNo Comments
IoT Protocol Latency Benchmarks: MQTT vs CoAP vs AMQP vs HTTP/3 (Updated April 2026) - updated October 2026 with verified facts, diagrams and FAQ.
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IEC 62443 Cybersecurity for Industrial Control Systems: Zone and Conduit Architecture in Practice

IEC 62443 Cybersecurity for Industrial Control Systems: Zone and Conduit Architecture in Practice

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiot1 Comment
IEC 62443 explained for 2026: zones and conduits, security levels, foundational requirements, a worked risk assessment, certification and CRA/NIS2 links.
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FHIR Bulk Data API for Healthcare Analytics: Engineering Guide to Population-Scale Data Access

FHIR Bulk Data API for Healthcare Analytics: Engineering Guide to Population-Scale Data Access

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inTechNo Comments
Complete FHIR Bulk Data API guide — async export flow, NDJSON, SMART Backend Services auth, scaling patterns, and integration with analytics warehouses.
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TensorFlow Lite Micro on ESP32 (2026): Working Setup + Benchmarks

TensorFlow Lite Micro on ESP32 (2026): Working Setup + Benchmarks

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiotNo Comments
TensorFlow Lite Micro on ESP32 (2026): Working Setup + Benchmarks - updated October 2026 with verified facts, diagrams and FAQ.
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Posts pagination

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  • Retries, Backoff with Jitter, Circuit Breakers and Retry Budgets: Resilience Patterns (2026)
  • SOME/IP and Automotive Ethernet: Service-Oriented Architecture for the Software-Defined Vehicle (2026)
  • DNP3 Protocol Deep Dive: Link, Transport and Application Layers, Secure Authentication and SCADA Utilities (2026)
  • OAuth 2.1, PKCE, OIDC and JWT Validation Pitfalls: A Token Security Guide (2026)
  • Interchange Fees and Least-Cost Routing: Card Payment Cost Architecture (2026)
  • Payment Retries and Dunning: Smart Retry Architecture for Recovering Failed Card Payments (2026)
  • Browser Agents Architecture: DOM, Accessibility Tree vs Vision, and Playwright MCP (2026)
  • Mechanistic Interpretability: Sparse Autoencoders, Features and Circuits in LLMs (2026)
  • Distributed Training Parallelism: Data, Tensor, Pipeline, FSDP/ZeRO and NCCL Collectives (2026)
  • Probabilistic Data Structures: Bloom Filters, HyperLogLog, Count-Min Sketch and Cuckoo Filters (2026)
  • Load Balancing Algorithms: Power of Two Choices, Maglev and L4 vs L7 (2026)
  • MVCC and Transaction Isolation Levels: Snapshot Isolation, Write Skew and SSI (2026)
  • ISA-100.11a vs WirelessHART: Wireless Industrial Networks Compared
  • Iceberg Catalogs: Polaris vs Nessie vs Unity Comparison (2026)
  • IO-Link Wireless: Industrial Sensor Network Architecture
  • Model Context Protocol (MCP) Explained: How It Works (2026)
  • Idempotent API Design: The Complete Engineering Guide
  • Agentic Digital Twins: AI-Driven Twins in 2026
  • OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture
  • LLMs on Jetson Orin Benchmarked (2026): tok/s & VRAM
  • Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
  • PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus
  • Database Sharding Strategies: Consistent Hashing, Rendezvous Hashing and Online Resharding (2026)
  • TLS 1.3 for Constrained IoT Devices: Handshake, 0-RTT, mTLS and Performance Costs (2026)
  • Hybrid Logical Clocks vs Vector Clocks: Event Ordering for Distributed IoT and Edge (2026)
  • Card Issuing Architecture: Processors, BIN Sponsors, JIT Funding and Authorization Flow (2026)
  • Core Banking Modernization: Strangler Fig, Event-Driven Cores and Migration Risk (2026)
  • Spot GPU Training: Checkpointing, Preemption Handling and Fault-Tolerant LLM Jobs (2026)
  • RAG Latency Budget: Optimizing Retrieval, Reranking and Streaming for Production (2026)
  • SBOM and VEX: CycloneDX vs SPDX for Software Supply Chain Vulnerability Triage (2026)
  • Kafka Exactly-Once Semantics: Idempotent Producers, Transactions and Their Limits (2026)
  • Raft vs Paxos: Leader Election, Log Replication and Consensus Failure Modes (2026)
  • LSM-Trees and RocksDB: Compaction, Write Amplification and Tuning (2026)
  • Saga Pattern: Orchestration vs Choreography and Compensating Transactions (2026)
  • Neural Operators (FNO, DeepONet) vs PINNs for Engineering Surrogate Models (2026)
  • Digital Twin Maturity Model: Fidelity Levels, ROI and a Practical Framework (2026)
  • Software-Defined Vehicle: AUTOSAR Classic vs Adaptive Architecture (2026)
  • Battery Management System (BMS) Architecture: SoC, SoH Estimation and Digital Twins (2026)
  • Project Haystack vs Brick Schema vs RealEstateCore for Building Digital Twins (2026)

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