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System Architect Go
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System Architect Go

Programming, architecture, application development, message queues, middleware, databases, containerization, big data, image processing, machine learning, AI, personal growth.

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Recent Articles

Latest from System Architect Go

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System Architect Go
System Architect Go
Apr 11, 2020 · Artificial Intelligence

How to Build an Image Search Engine with CNN and Milvus: A Step‑by‑Step Guide

This article walks through the complete engineering workflow for building an image‑search system, covering CNN‑based feature extraction with VGG16, vector normalization, image preprocessing, black‑edge removal, and practical deployment of the Milvus vector database including hardware requirements, capacity planning, collection/partition design, and search result handling.

CNNMilvusPython
0 likes · 11 min read
How to Build an Image Search Engine with CNN and Milvus: A Step‑by‑Step Guide
System Architect Go
System Architect Go
Mar 30, 2020 · Artificial Intelligence

Overview of Image Search System

This article explains the fundamentals of building an image‑by‑image search system, covering image feature extraction methods such as hashing, traditional descriptors, CNN‑based vectors, and the use of vector search engines like Milvus for similarity retrieval.

CNNMilvusfeature extraction
0 likes · 6 min read
Overview of Image Search System
System Architect Go
System Architect Go
Dec 15, 2019 · Operations

Using Makefile to Define Build Commands and Advanced Features

This article explains how to use Makefiles to create custom build commands, define variables, handle recursive targets, incorporate shell output, add conditional checks, and generate help messages, providing practical examples for Go projects and general build automation.

BuildDevOpsGo
0 likes · 5 min read
Using Makefile to Define Build Commands and Advanced Features
System Architect Go
System Architect Go
Nov 17, 2019 · Databases

Handling Single Point Failures and Disaster Recovery in InfluxDB

To mitigate the inherent single‑point‑failure risk of the open‑source InfluxDB community edition, the article proposes deploying multiple InfluxDB instances with concurrent client writes, tracking failed writes, temporarily storing them, and using custom workers to replay data, while addressing timeout, data consistency, and storage considerations.

Data ConsistencyInfluxDBTime Series Database
0 likes · 3 min read
Handling Single Point Failures and Disaster Recovery in InfluxDB
System Architect Go
System Architect Go
Oct 30, 2019 · Databases

InfluxDB Monitoring, Backup, and Restore Guide

This article explains InfluxDB's built‑in monitoring system, internal measurements, useful commands, HTTP endpoints, and provides detailed instructions for performing full backups and restores, including configuration tweaks, command syntax, and important considerations about formats and data ranges.

BackupInfluxDBMonitoring
0 likes · 5 min read
InfluxDB Monitoring, Backup, and Restore Guide
System Architect Go
System Architect Go
Oct 28, 2019 · Databases

InfluxDB Storage Engine Architecture and Hardware Recommendations

This article explains InfluxDB's storage engine workflow—including WAL, Cache, TSM files, compression components, and file management—then provides hardware sizing guidance based on write/query load, series cardinality, and recommends SSD storage with sample configuration settings.

InfluxDBStorage EngineTSM
0 likes · 5 min read
InfluxDB Storage Engine Architecture and Hardware Recommendations