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Posts by mprcba

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About mprcba
AWS Time-Series Databases: Timestream, Keyspaces and Architecture Choices (2026)

AWS Time-Series Databases: Timestream, Keyspaces and Architecture Choices (2026)

Posted by By mprcba October 24, 2026Posted inDevelopmentNo Comments
AWS Time-Series Databases: Timestream, Keyspaces and Architecture Choices (2026) - updated October 2026 with verified facts, diagrams and FAQ.
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IoT and Industrial Communication Protocols: Architecture Guide (2026)

IoT and Industrial Communication Protocols: Architecture Guide (2026)

Posted by By mprcba October 24, 2026Posted iniotNo Comments
IoT and Industrial Communication Protocols: Architecture Guide (2026) - updated October 2026 with verified facts, diagrams and FAQ.
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Major IoT Protocols: How to Choose Your IoT Protocol

Major IoT Protocols: How to Choose Your IoT Protocol

Posted by By mprcba October 24, 2026Posted iniot1 Comment
Major IoT Protocols: How to Choose Your IoT Protocol - updated October 2026 with verified facts, diagrams and FAQ.
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IoT Electric Vehicle Architecture: Battery Telematics and Connected Charging (2026)

IoT Electric Vehicle Architecture: Battery Telematics and Connected Charging (2026)

Posted by By mprcba October 24, 2026Posted iniot1 Comment
IoT Electric Vehicle Architecture: Battery Telematics and Connected Charging (2026) - updated October 2026 with verified facts, diagrams and FAQ.
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AI Video Generation in 2026: Kling, Sora, Veo and the State of Text-to-Video Models

AI Video Generation in 2026: Kling, Sora, Veo and the State of Text-to-Video Models

Posted by By mprcba October 24, 2026Posted inAINo Comments
AI Video Generation in 2026: Kling, Sora, Veo and the State of Text-to-Video Models - updated October 2026 with verified facts, diagrams and FAQ.
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Idempotent API Design: The Complete Engineering Guide

Idempotent API Design: The Complete Engineering Guide

Posted by By mprcba October 16, 2026Posted inDevelopment2 Comments
Idempotent API Design: The Complete Engineering Guide - updated October 2026 with verified facts, diagrams and FAQ.
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PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus

PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus

Posted by By mprcba October 15, 2026Posted iniiotNo Comments
PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus - updated October 2026 with verified facts, diagrams and FAQ.
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AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries

AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries

Posted by By mprcba October 14, 2026Posted iniiot1 Comment
AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries - updated October 2026 with verified facts, diagrams and FAQ.
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IoT Device Monitoring: Observability Architecture, Metrics and Fleet Management (2026)

IoT Device Monitoring: Observability Architecture, Metrics and Fleet Management (2026)

Posted by By mprcba October 3, 2026Posted iniiot1 Comment
IoT device monitoring for fleets in 2026: presence, OpenTelemetry on constrained devices, twin drift, SLO alerts and cardinality budgets, with verified sources.
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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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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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