Aug 24, 2026 · Backend Development

Spring Boot MongoDB: Document Modeling, Aggregation Pipelines & High-Performance Practices

This article covers MongoDB document modeling vs relational, embedding vs referencing strategies, Spring Data MongoDB Repository and MongoTemplate usage, aggregation pipelines for analytics, multi-document transactions with avoidance patterns, composite indexing principles, and connection pooling with cursor-based pagination for high-concurrency Spring Boot applications.

Aggregation PipelineCursor PaginationDocument Modeling

0 likes · 21 min read

Spring Boot MongoDB: Document Modeling, Aggregation Pipelines & High-Performance Practices

Programmer1970

Oct 4, 2024 · Databases

Master MongoDB Aggregation Pipeline: Full Theory and Practical Guide

This article explains MongoDB's aggregation pipeline fundamentals, details each stage and operator, walks through a comprehensive example that calculates product sales, customer averages, and top customers using $group, $sort, $limit, $lookup and $unwind, and outlines common use cases.

Aggregation PipelineData AnalysisMongoDB

0 likes · 10 min read

Master MongoDB Aggregation Pipeline: Full Theory and Practical Guide