Tagged articles

Price Aggregation

2 articles · Page 1 of 1
LuTiao Programming
LuTiao Programming
Apr 28, 2026 · Backend Development

How I Built a High‑Performance Java Price‑Comparison Engine from Scratch

Starting from a simple sequential Java price‑aggregator, the article walks through successive architectural upgrades—concurrent calls with CompletableFuture, timeout and fallback handling, Spring Boot service exposure, caching, bulkhead isolation, microservice split, and Kafka‑driven event processing—showing how latency drops from 1500 ms to under 20 ms.

JavaKafkaPrice Aggregation
0 likes · 9 min read
How I Built a High‑Performance Java Price‑Comparison Engine from Scratch
Java Architecture Stack
Java Architecture Stack
Oct 15, 2024 · Backend Development

How to Build Powerful Search, Log, and Recommendation Solutions with Elasticsearch

This guide walks through five real‑world Elasticsearch use cases—including full‑text product search with highlighting, centralized log collection and analysis, personalized video recommendation, price‑range aggregation for e‑commerce, and geo‑location restaurant search—detailing index design, query syntax, Docker setup, and front‑end integration.

ElasticsearchFull-text SearchPrice Aggregation
0 likes · 35 min read
How to Build Powerful Search, Log, and Recommendation Solutions with Elasticsearch