metrics platform

DataFunTalk

Apr 20, 2024 · Big Data

Tencent Video Metrics Middle Platform and Lakehouse Integration: Architecture, Governance, and Practices

This article details Tencent Video’s data business, describing the design and implementation of its metrics middle platform and lake‑warehouse integration, covering architecture, governance, consistency, timeliness, usability, cost optimization, and future plans, with insights into technology choices such as Iceberg, StarRocks, and MQL.

Big DataStarRocksdata engineering

0 likes · 18 min read

Tencent Video Metrics Middle Platform and Lakehouse Integration: Architecture, Governance, and Practices

DataFunSummit

Jan 24, 2024 · Big Data

Trends, Challenges, and Technical Practices of Modern Data Analysis and Indicator Platforms

This article reviews the evolution of data analysis and business intelligence, highlights current trends such as precision, agility, and real‑time needs, discusses common challenges, and presents the design and implementation of a unified semantic layer and indicator platform to enable agile, accurate, and real‑time analytics.

Big DataSemantic Layerdata analysis

0 likes · 14 min read

Trends, Challenges, and Technical Practices of Modern Data Analysis and Indicator Platforms

DataFunTalk

Dec 3, 2023 · Big Data

NetEase Data: Practices and Architecture of a Metrics Middle Platform

This article presents NetEase Data's end‑to‑end experience in building a metrics middle platform, covering product evolution, the motivations for a unified metrics layer, core technologies such as a logical semantic model, a custom metric query language, engine‑agnostic execution, and future roadmap plans.

Big DataDataOpsSQL

0 likes · 12 min read

NetEase Data: Practices and Architecture of a Metrics Middle Platform

Ctrip Technology

Jun 15, 2023 · Databases

Rebuilding Ctrip Train Ticket Metrics Platform with StarRocks: Architecture, Data Synchronization, and Performance Gains

The article details how Ctrip's train ticket business revamped its multi‑engine OLAP metrics platform by consolidating to the StarRocks MPP database, describing the new architecture, query workflow, data synchronization strategies, practical lessons, and the resulting dramatic improvement in query latency and reliability.

ETLSQLStarRocks

0 likes · 15 min read

Rebuilding Ctrip Train Ticket Metrics Platform with StarRocks: Architecture, Data Synchronization, and Performance Gains

Beike Product & Technology

Nov 18, 2020 · Big Data

Evolution and Practice of BEIKE OLAP Platform Architecture and Engine Selection

This article details the three‑stage evolution of BEIKE's OLAP platform—from the early Hive‑to‑MySQL phase, through a Kylin‑based architecture, to a flexible multi‑engine design—explaining metric modeling, engine selection, performance trade‑offs, and future roadmap for supporting Druid, ClickHouse, Doris and real‑time analytics.

Big DataDruidEngine Selection

0 likes · 18 min read

Evolution and Practice of BEIKE OLAP Platform Architecture and Engine Selection