Tuesday, May 13, 2025

DATA STRUCTUTE PROJECT #2: E-commerce Warehouse Inventory System

 

Project Scenario: E-commerce Warehouse Inventory System


Problem Statement: Design an inventory management system for an e-commerce warehouse that needs to:

  1. Track products in real-time

  2. Support fast lookups by product ID and category

  3. Maintain products sorted by price for quick filtering

  4. Manage inventory levels and alert when stock is low

  5. 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:

ComponentData Structure/AlgorithmPurpose
Product LookupHashMap (ConcurrentHashMap)O(1) access by Product ID
Price-based SortingTreeSet (Red-Black Tree)Maintains sorted order by price
Low Stock AlertsPriorityQueue (Min-Heap)Efficiently tracks low-stock items
Category IndexHashMap<String, List<Product>>Groups products by category
Product RelationshipsGraph (Adjacency List)Tracks frequently bought together items
Price FilteringBinary SearchEfficient range queries
SortingQuickSortAlternative sorting method

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