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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
Aug 31, 2024 · Cloud Native

Understanding Kubernetes Ingress and the Gateway API: Concepts, Comparison, and Best Practices

This article explains how Kubernetes manages inbound traffic using Ingress and the newer Gateway API, compares their features and limitations, provides YAML examples for Ingress, GatewayClass, Gateway, and Route resources, and discusses the future direction of traffic management in cloud‑native environments.

Gateway APIK8s NetworkingKubernetes
0 likes · 7 min read
Understanding Kubernetes Ingress and the Gateway API: Concepts, Comparison, and Best Practices
System Architect Go
System Architect Go
Aug 15, 2024 · Backend Development

Analyzing the Feasibility of Supporting One Million Concurrent Requests in a Typical System Architecture

This article presents a typical multi‑layer system architecture, examines the theoretical performance limits of each component—including load balancers, HTTP servers, Redis, message queues, relational databases and network bandwidth—and evaluates whether the combined stack can sustain one million concurrent requests.

Backenddatabase performancehigh-concurrency
0 likes · 6 min read
Analyzing the Feasibility of Supporting One Million Concurrent Requests in a Typical System Architecture
System Architect Go
System Architect Go
Jul 16, 2024 · Backend Development

Using Redis Stack for Full‑Text Search with RediSearch and JSON

This tutorial explains how to leverage Redis Stack modules—especially RediSearch and RedisJSON—to store movie data, build a searchable JSON index, and perform advanced full‑text queries, highlighting, sorting, pagination, custom tokenization, scoring, and index aliasing, with Go code examples.

FT.CREATEFull-text SearchRediSearch
0 likes · 12 min read
Using Redis Stack for Full‑Text Search with RediSearch and JSON
System Architect Go
System Architect Go
Jul 9, 2024 · Databases

Using Redis as a Vector Database with Go: Index Creation, Data Insertion, and Vector Search

This article explains how to leverage Redis Stack modules such as RedisJSON, RediSearch, and RedisTimeSeries to store, index, and query high‑dimensional vectors for image‑search services, providing Go code examples for index creation, bulk insertion, memory inspection, and K‑Nearest‑Neighbour vector searches with optional filtering.

GoJSONft-search
0 likes · 11 min read
Using Redis as a Vector Database with Go: Index Creation, Data Insertion, and Vector Search
System Architect Go
System Architect Go
Jul 4, 2024 · Artificial Intelligence

Optimizing Image Search System Architecture with Client‑Side Feature Extraction Using MobileNet

This article explains the architecture of an image‑search system that extracts feature vectors, stores them in a vector database, and performs similarity queries, then proposes an optimized design that offloads feature extraction to a lightweight MobileNet model running in the browser, reducing latency, server load, and component complexity.

MobileNetTensorFlow.jsVector Database
0 likes · 9 min read
Optimizing Image Search System Architecture with Client‑Side Feature Extraction Using MobileNet
System Architect Go
System Architect Go
Jun 15, 2024 · Cloud Native

Understanding kube-scheduler and How to Create a Custom Scheduler in Kubernetes

This article explains the role of kube-scheduler in Kubernetes, details its scheduling workflow and plugin framework, and demonstrates how to define a custom scheduler by configuring KubeSchedulerConfiguration, creating a ConfigMap, deploying it via a Deployment, and verifying its operation alongside the default scheduler.

Custom SchedulerK8scloud-native
0 likes · 9 min read
Understanding kube-scheduler and How to Create a Custom Scheduler in Kubernetes