Algorithm Community Network Platform-SpringBoot

This project is a sophisticated algorithm communication network platform, developed with the SpringBoot framework and SSM. It is specifically engineered to offer exceptional throughput, security, and responsive user experiences.

Technology Stack:

• Framework & Architecture: SpringBoot, Spring, Spring MVC
• Data Persistence: MyBatis, MySQL
• Caching: Redis, Caffeine
• Message Queuing: Kafka
• Search Engine: Elasticsearch
• Security & Authentication: MD5 Encryption, Spring Security, Kaptcha
• Data Statistics: Redis HyperLogLog, Bitmap
• Multi-Thread Scheduling: Spring Quartz, Redis
• Logging & Exception Handling: Spring AOP

Features

• User Authentication: Secure password with salting and MD5 encryption, Kaptcha for captcha, and Spring Email for activation

• Multi-Level Caching: Adopted a multi-level cache form of local cache (Caffeine) + second-level cache (Redis) + database

• Event Handling with Kafka: Kafka integration for asynchronous system notifications and frequently accessed features

• Automated Post Scoring: Integrated Quartz for periodic post scoring updates and hot post ranking

• Access Control: Spring Security and custom Interceptors to manage user privacy and prevent unauthorized access

• Elasticsearch-Powered Search: Advanced search functionality with keyword highlighting, leveraging Elasticsearch

• Asynchronous Posting: Prefix tree-based sensitive word filtering, enhancing user experience and content quality

• Redis for Data Analytics: Utilizing Redis HyperLogLog and Bitmap for accurate, space-efficient UV and DAU analytics

• Exception Handling & Logging: Global exception handling and Spring AOP for comprehensive service layer logging

Demo

To be updated..