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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Ethernet-APL vs Ethernet-SPE: Power Classes, PoDL, and What IEC TS 63444 Edition 2 Changed

Ethernet-APL vs Ethernet-SPE: Power Classes, PoDL, and What IEC TS 63444 Edition 2 Changed

Posted by By MPRAUTO MPRAUTO September 21, 2026Posted inTechNo Comments
APL and SPE are not the same thing. IEC TS 63444 Edition 2 (June 2026) adds a new APL power class and folds in Ethernet-SPE. What changed and why it matters.
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ISO 23247-6 Digital Twin Composition: Integrated vs Unified vs Federated

ISO 23247-6 Digital Twin Composition: Integrated vs Unified vs Federated

Posted by By MPRAUTO MPRAUTO September 21, 2026Posted inTechNo Comments
ISO 23247-6 published July 2026 names three ways to compose digital twins: integrated, unified, federated. What each means and when to pick it.
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Eclipse 4diac 3.3: EtherCAT, Event Sequence View, and Headless Validation for IEC 61499

Eclipse 4diac 3.3: EtherCAT, Event Sequence View, and Headless Validation for IEC 61499

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
4diac 3.3 shipped 9 Sept 2026: core EtherCAT in FORTE, an Event Sequence view, and headless OCL validation. What changes for IEC 61499 teams.
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OPC UA FX Controller-to-Device vs Controller-to-Controller: What C2D Adds in 2026

OPC UA FX Controller-to-Device vs Controller-to-Controller: What C2D Adds in 2026

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
OPC UA FX finished C2C and is extending to Controller-to-Device. How C2D differs from C2C, what Parts 81 and 84 add, and what it means for IIoT.
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MIG on Jetson Thor: GPU Partitioning for Mixed-Criticality Robotics in JetPack 7.2

MIG on Jetson Thor: GPU Partitioning for Mixed-Criticality Robotics in JetPack 7.2

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
JetPack 7.2 brings MIG to Jetson Thor: two isolated partitions of 12 and 8 SMs. How to split perception, control and GenAI without latency jitter.
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Flink 2.2 ML_PREDICT and VECTOR_SEARCH: Running Model Inference Inside a Stream

Flink 2.2 ML_PREDICT and VECTOR_SEARCH: Running Model Inference Inside a Stream

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
Flink 2.2 adds VECTOR_SEARCH and Table API ML_PREDICT for in-stream inference. How they work, where they break, and when to keep inference outside.
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Kafka Queues (KIP-932) vs RabbitMQ vs SQS: Picking a Task Queue After Kafka 4.2

Kafka Queues (KIP-932) vs RabbitMQ vs SQS: Picking a Task Queue After Kafka 4.2

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
Kafka 4.2 made Queues for Kafka GA. How share groups compare with RabbitMQ and SQS on ordering, redelivery, scaling and cost for task queues.
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Matter 1.5 Cameras: WebRTC Streaming, Privacy Zones, and What Thread 1.4 Changes

Matter 1.5 Cameras: WebRTC Streaming, Privacy Zones, and What Thread 1.4 Changes

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTechNo Comments
Matter 1.5 adds cameras: live A/V over WebRTC, two-way audio, PTZ, privacy zones, local or cloud recording. Plus what Thread 1.4 changed in 2026.
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Yocto on Jetson vs Ubuntu L4T: Building Production Edge AI Images with OE4T

Yocto on Jetson vs Ubuntu L4T: Building Production Edge AI Images with OE4T

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTech1 Comment
NVIDIA now officially supports Yocto on Jetson via OE4T. How a Yocto image compares with Ubuntu L4T on footprint, reproducibility and attack surface.
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Kubernetes Pod Certificates vs SPIFFE/SPIRE vs cert-manager: Choosing Workload mTLS in 2026

Kubernetes Pod Certificates vs SPIFFE/SPIRE vs cert-manager: Choosing Workload mTLS in 2026

Posted by By MPRAUTO MPRAUTO September 20, 2026Posted inTech1 Comment
Pod certificates went stable in Kubernetes v1.37. How built-in pod certs compare with SPIFFE/SPIRE and cert-manager on trust, rotation and cost.
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Posts pagination

Previous page 1 … 26 27 28 29 30 … 81 Next page
  • 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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