Real-Time Risk Engine for Crypto Derivatives: Architecture (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments How to architect a real-time risk engine for crypto perpetuals and options in 2026 — funding, mark price, VaR, liquidations, and circuit breakers.
eBPF Observability with Pixie + Cilium: Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments Step-by-step 2026 tutorial — install Pixie and Cilium Hubble, capture HTTP/gRPC/DB traces with eBPF, and design auto-instrumented Kubernetes observability.
Iceberg vs Delta vs Hudi for Industrial Lakehouse: 2026 ADR Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments ADR-style 2026 guide picking between Apache Iceberg, Delta Lake, and Apache Hudi for industrial IoT data lakehouse — trade-offs and decision matrix.
vLLM vs SGLang vs TensorRT-LLM: H100 Benchmark (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inAINo Comments Reproducible 2026 benchmark of vLLM, SGLang, and TensorRT-LLM on H100 for Llama 70B and Mixtral — methodology, throughput, TTFT, recommendations.
Speculative Decoding for LLM Inference: Architecture (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inAINo Comments How speculative decoding cuts LLM latency in 2026 — draft/target models, EAGLE-2, Medusa heads, and when speculation wins vs hurts.
OPC UA FX in 2026: Field-Level Communications Goes Open Posted by By MPRAUTO MPRAUTO May 18, 2026Posted iniiotNo Comments Why OPC UA FX is replacing proprietary field buses in 2026 — TSN integration, adoption among Siemens/Rockwell, and migration paths for brownfield.
ROS2 Jazzy on Jetson Orin: Warehouse Robotics Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted inTechNo Comments Hands-on tutorial for setting up ROS2 Jazzy on Jetson Orin for warehouse robotics in 2026 — install, Nav2, Isaac ROS, deployment, telemetry.
Sparkplug B vs OPC UA PubSub: 2026 Decision Matrix Posted by By MPRAUTO MPRAUTO May 18, 2026Posted iniiotNo Comments Sparkplug B vs OPC UA PubSub head-to-head for industrial namespaces in 2026 — payload design, security, broker semantics, and a decision matrix.
Unified Namespace Architecture: HiveMQ + Sparkplug B (2026) Posted by By MPRAUTO MPRAUTO May 18, 2026Posted iniiotNo Comments Production reference architecture for a Unified Namespace using HiveMQ and Sparkplug B in 2026 — topic design, edge of network, ISA-95 mapping, scaling.
Advanced Manufacturing KPIs: 2026 Field Guide (OEE, FPY, Beyond) Posted by By mprcba May 18, 2026Posted iniiotNo Comments Advanced manufacturing KPIs for 2026 smart factories — OEE, TEEP, FPY, MTBF, energy intensity — definitions, formulas, calculation pitfalls, and dashboards.