Smart Sea Tide

Jun 2, 2026 · Big Data

Common Big Data Collection Tools and Their Core Features

This article reviews seven widely used big data collection tools—Flume, Fluentd, Logstash, Chukwa, Scribe, Splunk, and Scrapy—detailing their architectures, supported data sources, extensibility, and typical use cases for efficiently gathering and processing large‑scale data.