Titan 2.0 Big Data Processing Platform: Architecture Evolution and Practice

The article describes the evolution of 360's Titan big‑data processing platform through three architectural stages, details its functional modules, explains the DITTO component framework, context and rule‑engine abstractions, and shares practical case studies and personal insights on building a flexible, self‑service data platform.

Big DataDITTOETL

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Titan 2.0 Big Data Processing Platform: Architecture Evolution and Practice

dbaplus Community

Jul 11, 2018 · Big Data

How 360’s Titan Platform Evolved: From Script Templates to Real‑Time DAG‑Based Data Processing

This article outlines the evolution of 360’s Titan big‑data processing platform, describing the challenges of traditional script‑based development, the three architectural stages (pre‑Titan, Titan 1.0, Titan 2.0), the functional modules, the DITTO component framework, and key takeaways for building flexible, self‑service data pipelines.

DAGDITTOData Platform

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How 360’s Titan Platform Evolved: From Script Templates to Real‑Time DAG‑Based Data Processing