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TimescaleDB Hypertables Deep Dive: Chunks, Compression, Continuous Aggregates

TimescaleDB Hypertables Deep Dive: Chunks, Compression, Continuous Aggregates

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inArchitectureNo Comments
Complete TimescaleDB hypertables guide — chunk architecture, columnar compression, continuous aggregates, retention, and production tuning patterns.
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PostgreSQL vs YugabyteDB vs CockroachDB: Distributed SQL Architecture Explained 2026

PostgreSQL vs YugabyteDB vs CockroachDB: Distributed SQL Architecture Explained 2026

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inArchitectureNo Comments
Deep comparison of distributed SQL databases — consensus protocols, sharding, transactions, latency trade-offs, and when to pick each.
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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 April 19, 2026Posted inArchitectureNo Comments
Complete API protocol comparison — gRPC vs REST vs GraphQL vs Connect with architecture diagrams, performance benchmarks, and selection guide.
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NVIDIA L4 and VMware for AI Inference

Posted by By mprcba December 8, 2025Posted inAI, ArchitectureNo Comments
Guide to NVIDIA L4 and VMware for AI Inference 1. Executive Summary The "Universal Inference" Accelerator in the Software-Defined Data Center The convergence of NVIDIA’s L4 Tensor Core GPU and…
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A Comparative Analysis of Advanced Machine Learning Models for Predictive Maintenance in Modern Manufacturing

Posted by By mprcba July 11, 2025Posted inAI, Architecture, Digital Transformation, Digital Twin, iiotNo Comments
Section 1: The Strategic Imperative of Predictive Maintenance in Industry 4.0   The advent of Industry 4.0, characterized by the convergence of digital technologies with industrial processes, has fundamentally reshaped…
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A Comparative Analysis of State-of-the-Art Object Detection Models

Posted by By mprcba April 23, 2025Posted inAI, Architecture, cvNo Comments
1. Introduction 1.1 Object Detection: A Foundational Computer Vision Task Object detection stands as a cornerstone task within computer vision, aiming to identify and precisely locate object instances belonging to…
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A Technical Overview of AI/ML Segmentation Models: Types, Comparison, and Applications

Posted by By mprcba April 21, 2025Posted inAI, Architecture, BusinessNo Comments
Audio I. Introduction to AI/ML Segmentation A. Defining Segmentation in the AI/ML Landscape Segmentation, within the context of Artificial Intelligence (AI) and Machine Learning (ML), refers to the fundamental process…
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SOLID Concept

Posted by By mprcba April 13, 2025Posted inArchitecture, DevelopmentNo Comments
SOLID Principles Simplified & Explained in Detail The SOLID principles are a set of five design principles that aim to make software designs more understandable, flexible, and maintainable. These principles…
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Detailed Guide on Configuring DMZ and Port Forwarding for Accessing an Application on Port 40000

Posted by By mprcba June 11, 2024Posted inArchitecture, Kubernetes, NetworkNo Comments
ZTE Router (Airtel): WAN IP: Public IP assigned by ISP LAN IP: 192.168.100.1 Connected to the TP-Link router TP-Link Router: WAN IP: 192.168.100.12 (assigned by ZTE router) LAN IP: 192.168.50.1…
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Async Processing Architecture: Patterns, Queues & Event-Driven Design

Async Processing Architecture: Patterns, Queues & Event-Driven Design

Posted by By mprcba March 4, 2024Posted inArchitectureNo Comments
Deep dive into async processing — message queues vs event streams, at-least-once vs exactly-once, dead letter queues, back-pressure, and choosing between Kafka, RabbitMQ, and SQS.
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  • How GPS Atomic Clocks Actually Work: Precision Timekeeping
  • Cryo-EM at 1.2 Å: Atomic Resolution Milestone Explained (2026)
  • Arm Neoverse V3 Reshapes Enterprise Server Design (2026)
  • Real-Time Risk Engine for Crypto Derivatives: Architecture (2026)
  • eBPF Observability with Pixie + Cilium: Tutorial (2026)
  • Iceberg vs Delta vs Hudi for Industrial Lakehouse: 2026 ADR
  • vLLM vs SGLang vs TensorRT-LLM: H100 Benchmark (2026)
  • Speculative Decoding for LLM Inference: Architecture (2026)
  • OPC UA FX in 2026: Field-Level Communications Goes Open
  • ROS2 Jazzy on Jetson Orin: Warehouse Robotics Tutorial (2026)
  • Sparkplug B vs OPC UA PubSub: 2026 Decision Matrix
  • Unified Namespace Architecture: HiveMQ + Sparkplug B (2026)
  • Advanced Manufacturing KPIs: 2026 Field Guide (OEE, FPY, Beyond)
  • inmation Software in 2026: Pros, Cons, and Where It Fits
  • Brownfield IoT: Legacy Machine Connectivity Playbook (2026)
  • Connected Vehicle V2X: Reference Architecture (2026)
  • Video Analytics Edge Architecture: Low-Latency Design (2026)
  • How Atomic Clocks Actually Work: From Quantum Resonance to GPS
  • Geometric Deep Learning for Materials Discovery: GNoME, MatterGen, 2026 SOTA
  • Hyperscaler Capex Wars 2026: AI Compute Reshapes Cloud Economics
  • Limit Order Book Reconstruction from ITCH: Systems Architecture (2026)
  • Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide
  • Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads
  • Q2 2026 Open-Source Embedding Models Benchmark: BGE, GTE, E5, Stella, Nomic
  • RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval
  • Why Industrial AI Pilots Fail in 2026 — The Data Maturity Problem
  • OPC UA PubSub over MQTT 5: A Production Implementation Tutorial
  • UNS vs Data Mesh vs Data Fabric for Industrial Data (2026)
  • Sparkplug B 3.0 Edge of Network Architecture: Production Reference
  • Azure IoT Akri: Kubernetes Resource Interface Deep Dive (Updated 2026)
  • Industrial Robotic Systems Architecture: Future Reference (2026)
  • Digital Twin vs Simulation: Architecture Decision Guide (2026)
  • Matter Protocol 2.0 Smart Home Architecture: Deep Dive (2026)
  • Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide
  • WebAssembly at the Edge: WASI Preview 3 Runtime Architecture (2026)
  • Q2 2026 LLM Inference Benchmark: vLLM vs TGI vs SGLang vs Triton
  • Digital Twin Standards: ISO 23247 vs ISO/IEC 30173 vs DTC Reference
  • MQTT 5.0 Features Deep-Dive: Shared Subs, Topic Aliases, Flow Control
  • GitOps for Industrial Fleets: ArgoCD vs Flux Production Tutorial

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