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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
OEE Architecture: Calculating Overall Equipment Effectiveness from IIoT Data, MES and ISA-95 (2026)

OEE Architecture: Calculating Overall Equipment Effectiveness from IIoT Data, MES and ISA-95 (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted iniiotNo Comments
OEE Calculation: Overall Equipment Effectiveness Architecture from IIoT Data, MES and ISA-95 (2026) Two plants report 72 percent OEE for the same kind of filling line. One computed it from…
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Data Contracts and Schema Registries: Schema Evolution for Streaming and Lakehouse Pipelines (2026)

Data Contracts and Schema Registries: Schema Evolution for Streaming and Lakehouse Pipelines (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inDevelopmentNo Comments
Data Contracts and Schema Registries: Schema Evolution for Streaming and Lakehouse Pipelines (2026) A producer team renames a column from cust_id to customer_id. The unit tests pass, the service deploys…
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LoRaWAN FUOTA: Firmware Update Over the Air with Multicast, Fragmentation and Clock Sync (2026)

LoRaWAN FUOTA: Firmware Update Over the Air with Multicast, Fragmentation and Clock Sync (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted iniotNo Comments
LoRaWAN FUOTA: Firmware Update Over the Air with Multicast, Fragmentation and Clock Sync (2026) A LoRaWAN sensor typically gets a few hundred bytes per day of downlink capacity and a…
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PayFac vs ISO vs Merchant of Record: Payment Facilitator Architecture, Underwriting and Settlement (2026)

PayFac vs ISO vs Merchant of Record: Payment Facilitator Architecture, Underwriting and Settlement (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inTechNo Comments
PayFac vs ISO vs Merchant of Record: Payment Facilitator Architecture, Underwriting and Settlement (2026) Every software platform that takes payments eventually asks the same question: who is actually the merchant?…
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EMV 3-D Secure 2 Architecture: Frictionless Flow, Risk-Based Authentication and Liability Shift (2026)

EMV 3-D Secure 2 Architecture: Frictionless Flow, Risk-Based Authentication and Liability Shift (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inTechNo Comments
3D Secure 2 (EMV 3DS) Architecture: Frictionless Flow, Risk-Based Authentication and Liability Shift (2026) Disclaimer: this article is a systems and architecture analysis, not legal, compliance, financial or investment advice.…
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Kubernetes DNS and Service Discovery: CoreDNS, ndots:5 and the Latency Tax (2026)

Kubernetes DNS and Service Discovery: CoreDNS, ndots:5 and the Latency Tax (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inKubernetes1 Comment
Kubernetes DNS and Service Discovery: CoreDNS, ndots:5 and the Latency Tax (2026) A pod calls api.partner.com once. The application logs one lookup. On the wire, the resolver sends eight DNS…
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Zero-Downtime Database Schema Migrations: Expand-Contract, gh-ost, pg-osc and Online DDL (2026)

Zero-Downtime Database Schema Migrations: Expand-Contract, gh-ost, pg-osc and Online DDL (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inDevelopmentNo Comments
Zero Downtime Schema Migration: Expand-Contract, gh-ost, pg-osc and Online DDL (2026) The most dangerous statement in a production database is often the smallest one. An ALTER TABLE that finishes in…
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Cache Stampede and Thundering Herd: Request Coalescing, TTL Jitter and Stale-While-Revalidate (2026)

Cache Stampede and Thundering Herd: Request Coalescing, TTL Jitter and Stale-While-Revalidate (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inDevelopment1 Comment
Cache Stampede and Thundering Herd: Request Coalescing, TTL Jitter and Stale-While-Revalidate (2026) A cache is a promise that the database will only see a small fraction of your traffic. That…
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Tail-Based Sampling with the OpenTelemetry Collector: Distributed Tracing Cost Control (2026)

Tail-Based Sampling with the OpenTelemetry Collector: Distributed Tracing Cost Control (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted inDevelopmentNo Comments
Tail-Based Sampling with the OpenTelemetry Collector: Distributed Tracing Cost Control (2026) Most tracing bills are paid for traces nobody will ever open. A healthy checkout request that returns in 80…
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Sim-to-Real Transfer for Robot Learning: Domain Randomization, System ID and Isaac Lab (2026)

Sim-to-Real Transfer for Robot Learning: Domain Randomization, System ID and Isaac Lab (2026)

Posted by By MPRAUTO MPRAUTO October 18, 2026Posted iniotNo Comments
Sim-to-Real Transfer for Robot Learning: Domain Randomization, System ID and Isaac Lab (2026) A quadruped can learn to walk over rough terrain in roughly twenty minutes of wall-clock training on…
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Posts pagination

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  • OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls, Agents, Tokens and Cost (2026)
  • ROS 2 QoS Profiles and DDS Tuning: Reliability, Durability, Deadline and Lifespan over Lossy Wi-Fi (2026)
  • Apache Arrow Flight SQL for High-Throughput Telemetry: Columnar Zero-Copy vs gRPC vs MQTT (2026)
  • ChirpStack LoRaWAN Network Server Architecture: Gateway Bridge, ADR, Multicast and FUOTA (Self-Hosted, 2026)
  • CBOR vs Protobuf vs MessagePack vs FlatBuffers: Encoding IoT Payloads on Constrained Devices (nanopb, CDDL, COSE) (2026)
  • Kubernetes In-Place Pod Resize: Vertical Scaling Without Restarts, VPA, cgroups and QoS (2026)
  • Model Cards, Datasheets and ML-BOM (CycloneDX): AI Supply-Chain Provenance and EU AI Act Documentation (2026)
  • RAG Retrieval Evaluation: Recall@k, nDCG, MRR, Golden Sets and RAGAS in a CI Pipeline (2026)
  • 800V DC Power for AI Data Centers: Solid-State Transformers, Rack Architecture and Efficiency Math (2026)
  • Vehicle Signal Specification (VSS) and Eclipse Kuksa: Software-Defined Vehicle Data Layer Architecture (2026)
  • Rust Embedded for IoT Firmware: Embassy Async vs Zephyr vs FreeRTOS on Cortex-M (2026)
  • WebGPU In-Browser LLM Inference: WebLLM, WGSL Kernels, VRAM Limits and When It Beats WASM (2026)
  • LLM Gateways Compared: LiteLLM vs Portkey vs Kong AI Gateway vs Cloudflare AI Gateway (2026)
  • Managed Kubernetes in 2026: EKS vs GKE vs AKS on Networking, Upgrades, Autoscaling and Cost
  • Co-Simulation Master Algorithms: Jacobi vs Gauss-Seidel, SSP and Algebraic Loops for Digital Twins (2026)
  • SROS2: ROS 2 Security with DDS-Security, Enclaves, Certificates and Access Control Policies (2026)
  • SLH-DSA vs ML-DSA vs FN-DSA: Post-Quantum Firmware Signing and Secure Boot for IoT (2026)
  • A/B Testing for ML Systems: CUPED, Sequential Testing, Interleaving and Contextual Bandits (2026)
  • Vitess vs Citus vs CockroachDB: Horizontal Sharding Architecture for MySQL and PostgreSQL (2026)
  • Distributed Locks, Leases and Fencing Tokens: Redlock Critique and etcd/ZooKeeper Correctness (2026)
  • Confidential VMs: Intel TDX vs AMD SEV-SNP vs Arm CCA and Remote Attestation Architecture (2026)
  • GPU Sharing on Kubernetes: NVIDIA MIG vs MPS vs Time-Slicing vs vGPU for Multi-Tenant Inference (2026)
  • LLM Prefix Caching: RadixAttention vs vLLM Automatic Prefix Caching and KV Cache Reuse (2026)
  • Requirements Management in PLM: ReqIF, DOORS vs Jama vs Polarion and End-to-End Traceability (2026)
  • Large-Scale Digital Twin Visualization: 3D Tiles, Cesium, Point Cloud Streaming and LOD Architecture (2026)
  • TSN Time-Aware Shaper (IEEE 802.1Qbv): Gate Control List Scheduling for Deterministic Industrial Ethernet (2026)
  • ISA-88 Batch Control: Recipe Management, the Physical and Procedural Models, and MES/Digital Twin Integration (2026)
  • Kubernetes Default-Deny Network Policy: Microsegmentation Rollout with Cilium vs Calico (2026)
  • Spot and Preemptible Instance Architecture: Interruption-Tolerant Kubernetes, GPU Training and Checkpointing (2026)
  • Multi-LoRA Serving Architecture: Serving Hundreds of Fine-Tuned Adapters on One GPU with vLLM and S-LoRA (2026)
  • Offline Batch LLM Inference Architecture: Provider Batch APIs vs Self-Hosted vLLM on Cost and Throughput (2026)
  • Semantic Layer for LLM Analytics: MetricFlow vs Cube, Governed Metrics and Text-to-SQL That Does Not Lie (2026)
  • Marketplace Payments Architecture: Split Payments, Payouts, Escrow and KYB for Connected Accounts (2026)
  • Portfolio Optimization Engine: Mean-Variance, Black-Litterman, Risk Parity and Covariance Shrinkage (2026)
  • Yield Curve Construction Engine: Bootstrapping OIS/SOFR Curves, Interpolation and Real-Time Risk (2026)
  • Genesis vs MuJoCo Playground vs Isaac Lab: GPU Robot Simulation for Sim-to-Real (2026)
  • NERC CIP and IEC 62443 Mapping: OT Security Compliance for Electric Utilities (2026)
  • IFC 4.3 and openBIM for Digital Twins: Connecting BIM Models to Live IoT Data (2026)
  • Koopman Operator and SINDy for Digital Twins: Data-Driven System Identification (2026)

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