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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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Azure IoT Akri (A Kubernetes Resource Interface)

Posted by By mprcba May 22, 2024Posted inArchitecture, Azure, iiot, iot, KubernetesNo Comments
Introduction Azure IoT Akri (A Kubernetes Resource Interface) is a project aimed at enhancing the integration of edge devices into Kubernetes environments. It is particularly beneficial for scenarios where IoT…
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  • 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
  • Federated Learning for IoT: FedAvg, FedProx, and Privacy Architecture
  • WebAssembly at the Edge: WASI Preview 3 Runtime Architecture (2026)
  • Apache Iceberg vs Paimon: Lakehouse Table Formats Compared (2026)
  • Time-Sensitive Networking (TSN): IEEE 802.1Q Architecture Guide
  • DDS vs MQTT vs OPC UA: Industrial Messaging Protocol Comparison (2026)
  • Fact-Check: Did a Quantum Computer Break RSA-2048 in 2026?
  • Vibe Coding 2026: Production Patterns, Pitfalls, and Guardrails
  • Multi-Agent Orchestration 2026: MCP vs A2A vs LangGraph
  • Vehicle-to-Vehicle (V2V) Communication: 2026 Update
  • IoT Use Cases in Automotive 2026: Architecture and Real Deployments
  • Digital Transformation in Banking: 2026 Architecture Guide
  • Smart Home Technology in 2026: The Future of Modern Living
  • Digital Twins in Healthcare: Operational Efficiency Architecture (2026)
  • Rerun.io for Robotics Telemetry Visualization (Tutorial)
  • AlphaProteo: De Novo Protein Binder Design with AI
  • Anthropic Claude Opus 4.6: Architecture & Capabilities (2026)
  • Build an OPC UA Server in Python with asyncua (Tutorial)
  • ROS 2 Jazzy Jalisco: Migration Guide from Humble (2026)
  • Apache Pulsar Geo-Replication for Industrial IoT Telemetry
  • CNI Comparison: Calico vs Cilium vs Flannel vs Multus 2026
  • OpenUSD for Industrial Digital Twins: Architecture Guide
  • OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture
  • Fact-Check: Did AI Replace 50% of Software Engineers in 2025?
  • Apple Vision Pro M5: Spatial Computing on the Factory Floor
  • NVIDIA GB300 NVL72: Blackwell Ultra Architecture Explained
  • Types of Digital Twins: A 2026 Architecture Taxonomy
  • IoT vs Digital Twin: The 2026 Architecture Comparison Guide
  • IoT in the Automotive Industry: 2026 Impact and Architecture Update
  • Communication Protocols for IoT & Industrial Systems (2026 Guide)
  • AWS Time Series Databases: Timestream & Keyspaces Architecture (2026)
  • Anthropic Claude Opus 4.6: Architecture & Capabilities (2026)
  • Anthropic Cowork Mode: Desktop AI Agent Architecture Explained
  • NVIDIA Spectrum-X: Ethernet Fabric for 100K-GPU AI Clusters
  • Fact-Check: ‘AI Replaced 40% of Coding Jobs’ — What 2026 Studies Show

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