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Posts by mprcba

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About mprcba
SCADA vs OPC vs IoT Platform vs Data Historian (2026)

SCADA vs OPC vs IoT Platform vs Data Historian (2026)

Posted by By mprcba June 28, 2026Posted iniiot3 Comments
SCADA vs OPC vs IoT platform vs data historian in 2026: what each layer does, where they overlap, and a decision matrix for your industrial data architecture.
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IoT in Clinical Trials: Architecture for Efficiency

IoT in Clinical Trials: Architecture for Efficiency

Posted by By mprcba June 28, 2026Posted inHealthNo Comments
How IoT transforms clinical trials: connected devices, remote patient monitoring, decentralized trials, data integrity, and the architecture behind efficiency.
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Azure Service Bus vs Event Hubs: A 2026 Decision Guide

Azure Service Bus vs Event Hubs: A 2026 Decision Guide

Posted by By mprcba June 24, 2026Posted inAzure1 Comment
Azure Service Bus vs Event Hubs in 2026: messaging vs event streaming, ordering, dead-lettering, throughput, cost, and a decision matrix for each workload.
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Asynchronous Processing Architecture Patterns (2026)

Asynchronous Processing Architecture Patterns (2026)

Posted by By mprcba June 24, 2026Posted inDevelopmentNo Comments
Asynchronous processing patterns for 2026: queues, the outbox pattern, idempotency, backpressure, retries, dead-letter queues, and exactly-once semantics.
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Industrial Protocol Gateway Architecture: OT/IT Translation (2026)

Industrial Protocol Gateway Architecture: OT/IT Translation (2026)

Posted by By mprcba June 24, 2026Posted iniiotNo Comments
A 2026 reference architecture for industrial protocol gateways: Modbus, OPC UA, MQTT and Profinet translation, edge buffering, security zones, and redundancy.
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Image Segmentation Models: Types, Comparison, and Uses (2026)

Image Segmentation Models: Types, Comparison, and Uses (2026)

Posted by By mprcba June 24, 2026Posted inAINo Comments
A 2026 technical overview of image segmentation models: semantic, instance, and panoptic segmentation, U-Net to SAM 2, with a comparison and applications.
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OpenAI Corporate Governance: Lessons and 2026 Update

OpenAI Corporate Governance: Lessons and 2026 Update

Posted by By mprcba June 24, 2026Posted inTechNo Comments
What OpenAI's governance saga teaches about board structure, mission control, and capped-profit models, updated with what changed through 2026.
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Retail vs E-Commerce: Technology Architecture Deep Dive (2026 Update)

Retail vs E-Commerce: Technology Architecture Deep Dive (2026 Update)

Posted by By mprcba June 20, 2026Posted inTechNo Comments
Retail vs e-commerce technology architecture, updated for 2026: POS vs storefront stacks, unified commerce, composable/MACH, edge, and AI personalization.
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Types of Digital Twins: A 2026 Technical Taxonomy

Types of Digital Twins: A 2026 Technical Taxonomy

Posted by By mprcba June 20, 2026Posted inDigital TwinNo Comments
The types of digital twins in 2026: component, asset, system, and process twins, plus the fidelity and integration-level axes — with a selection framework.
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inmation in 2026: Architecture, Pros, Cons, Alternatives

inmation in 2026: Architecture, Pros, Cons, Alternatives

Posted by By mprcba June 20, 2026Posted iniotNo Comments
inmation software in 2026: how its industrial DataOps architecture works, real pros and cons, where it fits vs PI System and UNS, and an evaluation checklist.
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Posts pagination

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  • Dagger vs GitHub Actions: Programmable, Container-Native CI/CD Pipelines (2026)
  • KubeVirt vs VMware vSphere: Running VMs on Kubernetes and Migration Architecture (2026)
  • OpenLineage and Marquez: Data Lineage Architecture, Column-Level Lineage and Impact Analysis (2026)
  • Engineering Change Management in PLM: ECR, ECO, ECN, Effectivity and the Digital Thread (2026)
  • CUDA Graphs and torch.compile for LLM Decode Latency: Killing Launch Overhead (2026)
  • Agentic Commerce Protocols: ACP vs AP2 vs UCP for AI Agent Payments (2026)
  • ACT Action Chunking Transformers and ALOHA: Bimanual Imitation Learning vs Diffusion Policy (2026)
  • LiDAR-Inertial Odometry: LIO-SAM vs FAST-LIO2 vs KISS-ICP for Robot Localization (2026)
  • Neural Text-to-Speech Architecture: VITS, Codec Language Models and Flow-Matching TTS (2026)
  • NVFP4 vs MXFP4: 4-Bit Floating Point for LLM Training and Inference (2026)
  • Tensor vs Expert vs Data Parallelism for LLM Inference: MoE Serving Design (2026)
  • ReBAC Authorization: Zanzibar, OpenFGA vs SpiceDB vs Cedar Architecture (2026)
  • LCR and NSFR Calculation Engine: HQLA, Run-Off Rates and Basel III Liquidity Reporting Architecture (2026)
  • Visual Servoing for Robots: IBVS vs PBVS, the Interaction Matrix and Hybrid 2.5D Control (2026)
  • Digital FMEA: AIAG-VDA 7-Step Method, Knowledge Graphs and the PLM Digital Thread (2026)
  • Statistical Process Control in IIoT: Control Charts, Cpk, Western Electric and Nelson Rules in a Streaming Architecture (2026)
  • SAE J1939 Explained: PGN, SPN, Transport Protocol and a Heavy-Duty Vehicle Telematics Data Pipeline (2026)
  • MCP Server Security: Tool Poisoning, Confused Deputy, OAuth 2.1 Resource Indicators and a Threat Model (2026)
  • Envoy xDS Control Plane Architecture: LDS, CDS, EDS, RDS, Delta xDS and Building a Control Plane (2026)
  • ML Pipeline Orchestration: Kubeflow Pipelines vs Flyte vs Metaflow vs Argo Workflows vs Airflow (2026)
  • Pipeline Parallelism for LLM Training: GPipe, 1F1B, Interleaved, Zero-Bubble and DualPipe Schedules (2026)
  • Diffusion Language Models: LLaDA, Masked Discrete Diffusion and Parallel Decoding vs Autoregressive LLMs (2026)
  • Securities Lending and Repo Architecture: SFTR Reporting, Tri-Party Collateral and Optimization (2026)
  • CCP Initial Margin Models: SPAN vs VaR, the Default Waterfall and Procyclicality Controls (2026)
  • Asset Administration Shell Submodels in Practice (2026 Guide)
  • Digital Product Passport Architecture: The EU ESPR Data Model (2026)
  • TWAP Execution Algorithm Architecture: Design & Slippage (2026)
  • Q2 2026 LLM Inference Benchmark: vLLM vs TGI vs SGLang vs Triton
  • Multi-Agent Orchestration 2026: MCP vs A2A vs LangGraph
  • RT-DETR vs YOLO: NMS-Free Transformer Object Detection, Latency and Edge Deployment with TensorRT (2026)
  • Model Predictive Control (MPC) vs PID: Constraints, Prediction Horizons and a Hands-On OSQP and acados Tutorial (2026)
  • IO-Link and IO-Link Wireless: Master Architecture, IODD, Process Data and Integration with OPC UA and MQTT (2026)
  • Credit Scoring and Underwriting ML Architecture: Scorecards, Gradient Boosting, Adverse Action Explainability and Monitoring (2026)
  • Basel III Endgame Risk-Weighted Assets Engine: Standardised Approach Calculation Architecture and Data Lineage (2026)
  • 3-D Secure 2 (EMV 3DS) Architecture: PSD2 SCA, Frictionless vs Challenge Flows and Risk-Based Authentication (2026)
  • Polars vs DuckDB vs DataFusion: Apache Arrow Analytical Engines Compared for 2026 Workloads
  • S3-Compatible Object Storage: Ceph RGW vs MinIO vs SeaweedFS vs Garage Architecture Decision Record (2026)
  • Slurm vs Kubernetes for AI Training: Kueue, Volcano, Slinky and the 2026 GPU Scheduling Decision Guide
  • NVLink vs InfiniBand vs RoCE: NCCL All-Reduce, Collectives and GPU Cluster Network Design for AI Training (2026)

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