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Posts by MPRAUTO MPRAUTO

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  • Page 39
About MPRAUTO MPRAUTO
SUIT (RFC 9124) vs Uptane vs Mender, RAUC and SWUpdate: IoT OTA Update Comparison

SUIT (RFC 9124) vs Uptane vs Mender, RAUC and SWUpdate: IoT OTA Update Comparison

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted iniiotNo Comments
OTA update stacks compared: IETF SUIT manifests, Uptane, Mender, RAUC and SWUpdate. Threat models, A/B partitioning, delta updates, rollback, and which.
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EU CRA vs NIS2 vs IEC 62443: Compliance Mapping for IoT and OT Vendors

EU CRA vs NIS2 vs IEC 62443: Compliance Mapping for IoT and OT Vendors

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted iniiot3 Comments
How the EU Cyber Resilience Act, NIS2 and IEC 62443 overlap for IoT and OT vendors: scope, obligations, deadlines, evidence, and a control-mapping.
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Rust in the Linux Kernel Goes Mainstream: What It Means for Embedded and IoT Drivers

Rust in the Linux Kernel Goes Mainstream: What It Means for Embedded and IoT Drivers

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes2 Comments
Rust is no longer experimental in the Linux kernel. What changed, how Rust drivers work, and what embedded and IoT teams should do about out-of-tree.
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OpenTelemetry Specification 1.61 and Q3 2026 Changes: What Platform Teams Should Do

OpenTelemetry Specification 1.61 and Q3 2026 Changes: What Platform Teams Should Do

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes1 Comment
OpenTelemetry Specification v1.61 and recent Collector, Rust 0.33 and Demo 3.1 releases: what changed in Q3 2026, migration risks, and a pragmatic upgrade.
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Time-Series Foundation Models for Industrial Sensors: TimesFM vs Chronos vs Moirai

Time-Series Foundation Models for Industrial Sensors: TimesFM vs Chronos vs Moirai

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inAINo Comments
TimesFM, Chronos and Moirai compared for industrial sensor forecasting and anomaly detection: architectures, zero-shot limits, latency, and a practical.
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GPT-6.1 Sol Explained: What Changed, Pricing and Benchmarks

GPT-6.1 Sol Explained: What Changed, Pricing and Benchmarks

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inAINo Comments
OpenAI GPT-6.1 Sol launched with a new pricing tier. What is confirmed on capabilities, pricing and benchmarks, how it differs from GPT-6 Sol, and when to.
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Bilibili Index-Translate-35B-A3B Explained: MoE Translation Model for 150 Languages

Bilibili Index-Translate-35B-A3B Explained: MoE Translation Model for 150 Languages

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inAI1 Comment
Bilibili Index-Translate-35B-A3B preview is a 35B MoE with 3B active parameters, Apache 2.0, 262K context. Architecture, translation quality caveats and.
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Cloudflare Clef and Strands Decider: Decision Models for AI Agents Explained

Cloudflare Clef and Strands Decider: Decision Models for AI Agents Explained

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inAINo Comments
Cloudflare Clef (27B, 9B Flash) and Amazon Strands Decider 2B are small Apache 2.0 decision models. How they work, where they fit in agent loops, and cost.
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Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes5 Comments
Time series database internals compared: InfluxDB 3 Core and Enterprise, TigerData TimescaleDB and QuestDB, with updated October 2026 facts.
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gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetesNo Comments
gRPC vs REST vs GraphQL vs Connect compared at the wire level for October 2026: framing, caching, streaming, browsers and a decision matrix.
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Posts pagination

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  • Teamcenter 2606: Copilot for CAD and PMI, New Active Workspace, SAP and Polarion Links (2026)
  • Isaac Sim 6.2: Newton 1.6.1, Cortex Removal and Breaking Changes Before You Upgrade (2026)
  • Matter 1.6 and 1.6.1: Groupcast, NFC Setup, Joint Fabric, Product Security 1.1 (2026)
  • Linux 7.1 Mainline PREEMPT_RT on 32-bit ARM: Build, Measure Latency, Compare With Zephyr (2026)
  • Qualcomm Dragonwing Q-2390 vs IQ-2390: A78, 1.1 TOPS NPU, TSN, RISC-V Core (2026)
  • Terraform MCP Server GA: Connecting AI Assistants to HCP Terraform Safely (2026)
  • GitHub’s 8-Hour Outage (Aug 17, 2026): Build a CI/CD Fallback With Mirrors and Runners
  • Google Cloud europe-west2-b Outage (Oct 20, 2026): What Failed and Multi-Zone Failover Design
  • Python 3.15 for ML Pipelines: Lazy Imports, frozendict, Tachyon Profiler and JIT (2026)
  • Nex-N2.5 Agent Models Explained: 1.6T Max, 397B Pro, 35B Mini and the Open-Weights Status (2026)
  • MBZUAI K2 Horizon: Six Fully Open Models up to 375B-A23B, Apache 2.0, With Training Recipes (2026)
  • StepFun Step 5 Preview Open Weights: 600B MoE, 27B Active, 1M Context for Agents (2026)
  • 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)

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