Project Scenario: E-commerce Warehouse Inventory System
Problem Statement: Design an inventory management system for an e-commerce warehouse that needs to:
Track products in real-time
Support fast lookups by product ID and category
Maintain products sorted by price for quick filtering
Manage inventory levels and alert when stock is low
Show product relationships (frequently bought together)
This project implements an Inventory Management System for an e-commerce warehouse using various Data Structures and Algorithms to efficiently manage products, track inventory, and provide real-time insights.
Key Features:
Product Management (Add, Update, Delete)
Real-time Inventory Tracking
Low Stock Alerts
Category-wise Product Filtering
Price-based Sorting & Searching
Product Relationship Management (Frequently Bought Together)
2. System Architecture
The system is built using the following Data Structures and Algorithms:
Component | Data Structure/Algorithm | Purpose |
---|---|---|
Product Lookup | HashMap (ConcurrentHashMap) | O(1) access by Product ID |
Price-based Sorting | TreeSet (Red-Black Tree) | Maintains sorted order by price |
Low Stock Alerts | PriorityQueue (Min-Heap) | Efficiently tracks low-stock items |
Category Index | HashMap<String, List<Product>> | Groups products by category |
Product Relationships | Graph (Adjacency List) | Tracks frequently bought together items |
Price Filtering | Binary Search | Efficient range queries |
Sorting | QuickSort | Alternative sorting method |
No comments:
Post a Comment