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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
MiFID II RTS 25 Clock Synchronization: Trade Timestamping, PTP, GPS and Audit Architecture (2026)

MiFID II RTS 25 Clock Synchronization: Trade Timestamping, PTP, GPS and Audit Architecture (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inTechNo Comments
MiFID II Clock Synchronization: RTS 25, PTP, GPS and Audit Architecture (2026) A regulator can ask you to prove when an order was received, and "our servers run NTP" is…
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mRNA Beyond Vaccines: Programmable Therapeutics Explained

mRNA Beyond Vaccines: Programmable Therapeutics Explained

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inScienceNo Comments
mRNA Beyond Vaccines: Programmable Therapeutics Explained - updated October 2026 with verified facts, diagrams and FAQ.
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Time-Series Compression for IoT Telemetry: Gorilla, Delta-of-Delta, XOR and Swinging-Door (2026)

Time-Series Compression for IoT Telemetry: Gorilla, Delta-of-Delta, XOR and Swinging-Door (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted iniotNo Comments
Time Series Compression for IoT Telemetry: Gorilla, Delta-of-Delta, XOR and Swinging-Door A single temperature sensor sampled once per second produces 86,400 points a day. Stored naively as a 64-bit timestamp…
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Remaining Useful Life Prediction: Prognostics with Weibull, Survival Analysis, LSTM and Particle Filters (2026)

Remaining Useful Life Prediction: Prognostics with Weibull, Survival Analysis, LSTM and Particle Filters (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted iniotNo Comments
Remaining Useful Life Prediction: Weibull, LSTM and Particle Filters Most condition monitoring programmes can tell you that a bearing is unhealthy today. Far fewer can tell you, with a defensible…
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Avellaneda-Stoikov Market Making: Inventory Risk, Reservation Price and System Architecture (2026)

Avellaneda-Stoikov Market Making: Inventory Risk, Reservation Price and System Architecture (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inTechNo Comments
Avellaneda-Stoikov Market Making: Inventory Risk, Reservation Price and System Architecture (2026) A market maker does not get paid for predicting prices. It gets paid for standing in the book, and…
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LLM Pretraining Data Curation: Deduplication, MinHash LSH, Quality Filters and Data Mixtures (2026)

LLM Pretraining Data Curation: Deduplication, MinHash LSH, Quality Filters and Data Mixtures (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inAINo Comments
Pretraining Data Curation: Dedup, Filters and Mixtures Two teams can train the same architecture, with the same optimizer, on the same number of tokens, and end up with models that…
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Parquet vs ORC vs Lance vs Vortex: Columnar File Formats Compared for 2026

Parquet vs ORC vs Lance vs Vortex: Columnar File Formats Compared for 2026

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inDevelopmentNo Comments
Parquet vs ORC vs Lance vs Vortex: Columnar File Formats Compared For almost a decade the Parquet vs ORC question was the whole conversation about columnar file formats, and the…
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XDP and eBPF Layer-4 Load Balancing: Katran, Cilium and Maglev Hashing Explained (2026)

XDP and eBPF Layer-4 Load Balancing: Katran, Cilium and Maglev Hashing Explained (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inDevelopment1 Comment
XDP Load Balancer Design: Katran, Cilium and Maglev Hashing A software load balancer that handles tens of millions of packets per second per host used to mean one thing: take…
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Overload Control: Backpressure, Load Shedding, Adaptive Concurrency Limits and CoDel (2026)

Overload Control: Backpressure, Load Shedding, Adaptive Concurrency Limits and CoDel (2026)

Posted by By MPRAUTO MPRAUTO October 26, 2026Posted inDevelopmentNo Comments
Overload Control: Backpressure, Load Shedding, Adaptive Concurrency Limits and CoDel (2026) A service that is 20 percent over capacity does not serve 80 percent of its traffic. Left alone, it…
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SaaS PLM in 2026: Teamcenter X vs 3DEXPERIENCE vs Windchill+ Compared

SaaS PLM in 2026: Teamcenter X vs 3DEXPERIENCE vs Windchill+ Compared

Posted by By MPRAUTO MPRAUTO October 24, 2026Posted inPLM1 Comment
SaaS PLM in 2026: Teamcenter X vs 3DEXPERIENCE vs Windchill+ Compared - updated October 2026 with verified facts, diagrams and FAQ.
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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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