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ByteDance Data Platform
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ByteDance Data Platform

The ByteDance Data Platform team empowers all ByteDance business lines by lowering data‑application barriers, aiming to build data‑driven intelligent enterprises, enable digital transformation across industries, and create greater social value. Internally it supports most ByteDance units; externally it delivers data‑intelligence products under the Volcano Engine brand to enterprise customers.

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Recent Articles

Latest from ByteDance Data Platform

83 recent articles
ByteDance Data Platform
ByteDance Data Platform
Dec 27, 2023 · Databases

How ByteHouse Redefines Cloud‑Native Data Warehousing for Real‑Time Analytics

This article details ByteHouse's evolution from a ClickHouse‑based OLAP engine to a cloud‑native, massively parallel data warehouse, highlighting its distributed and cloud‑native architectures, enhanced table engines, HaKafka and Materialized MySQL extensions, and real‑world use cases in short‑video, marketing and gaming analytics.

Big DataByteHouseHaKafka
0 likes · 20 min read
How ByteHouse Redefines Cloud‑Native Data Warehousing for Real‑Time Analytics
ByteDance Data Platform
ByteDance Data Platform
Nov 22, 2023 · Frontend Development

How HookStore Revamps DataWind’s Frontend Data Flow with Redux and Hooks

This article explains how DataWind’s frontend team replaced the outdated Dva‑based data flow with a new Redux‑plus‑hook solution called HookStore, detailing the pain points of complex initialization, legacy async syntax, tight module coupling, and showing migration steps, code examples, and benefits such as multi‑instance support and OpenAPI decoupling.

FrontendReActRedux
0 likes · 14 min read
How HookStore Revamps DataWind’s Frontend Data Flow with Redux and Hooks
ByteDance Data Platform
ByteDance Data Platform
Nov 1, 2023 · Big Data

How a Leading E‑Commerce Platform Solves EB‑Scale Data Governance Challenges

Facing massive data volumes and strict SLA requirements during the Double 11 shopping festival, a major e‑commerce platform built a systematic data‑governance framework that addresses quality, stability, cost, and efficiency through multi‑layered grading, digital cost models, automated tools, and full‑lifecycle management.

Big DataCost OptimizationData Governance
0 likes · 23 min read
How a Leading E‑Commerce Platform Solves EB‑Scale Data Governance Challenges
ByteDance Data Platform
ByteDance Data Platform
Oct 11, 2023 · Backend Development

How Volcano Engine Rebuilt Its Ad‑Testing Platform for Scalability and Reliability

This article explains how Volcano Engine identified the tangled authorization, data‑fetching, and performance problems of its advertising AB‑testing platform and refactored it by splitting services, redesigning the data model with MySQL and ClickHouse, applying DAG scheduling, time‑wheel algorithms, Domain‑Driven Design, and rigorous unit testing to achieve a more stable, extensible backend solution.

AB testingAdvertisingDAG
0 likes · 16 min read
How Volcano Engine Rebuilt Its Ad‑Testing Platform for Scalability and Reliability
ByteDance Data Platform
ByteDance Data Platform
Aug 30, 2023 · Big Data

How We Cut Offline Data Warehouse SLA Delay from 13 Days to Zero with DataLeap

The article details how the "Xingfu Li" real‑estate platform tackled a 13‑day offline data‑warehouse SLA delay by adopting Volcano Engine's DataLeap suite, outlining the challenges, the three‑step governance process, and the measurable improvements achieved across task coverage, alert reduction, and data stability.

Big DataData GovernanceData Warehouse
0 likes · 10 min read
How We Cut Offline Data Warehouse SLA Delay from 13 Days to Zero with DataLeap
ByteDance Data Platform
ByteDance Data Platform
Aug 16, 2023 · Operations

How LeKe Scaled 1,200 Gyms Using Data‑Driven Ops, Agile Testing & AI Recommendations

In an interview with LeKe CTO Chengshi, the company’s rapid growth is attributed to three data‑powered capabilities—fine‑grained user operation, agile A/B‑testing, and AI‑driven personalized recommendation—enabled by Volcano Engine’s data platform and the data‑flywheel concept.

A/B TestingPersonalized RecommendationProduct Management
0 likes · 13 min read
How LeKe Scaled 1,200 Gyms Using Data‑Driven Ops, Agile Testing & AI Recommendations
ByteDance Data Platform
ByteDance Data Platform
May 29, 2023 · Databases

Which Open‑Source OLAP Engine Wins the TPC‑DS Benchmark? A Deep Performance Comparison

Using the TPC‑DS benchmark’s 99 queries on a 1 TB dataset, this study evaluates the performance of four open‑source OLAP engines—ClickHouse, Doris, Presto, and ByConity—across basic, join, aggregation, subquery, and window‑function scenarios, revealing ByConity’s superior speed and the limitations of ClickHouse.

ByConityDorisOLAP
0 likes · 12 min read
Which Open‑Source OLAP Engine Wins the TPC‑DS Benchmark? A Deep Performance Comparison
ByteDance Data Platform
ByteDance Data Platform
Mar 22, 2023 · Backend Development

How DataTester’s Open Platform Empowers Customizable A/B Testing for Enterprises

DataTester’s Open Platform provides a configurable, extensible A/B testing solution that integrates via OpenAPI, SDKs, and a visual integration console, enabling enterprises to customize experiments, reduce development costs, and streamline deployment while supporting diverse business needs through modular components and a material ecosystem.

A/B TestingDataTesterOpenAPI
0 likes · 12 min read
How DataTester’s Open Platform Empowers Customizable A/B Testing for Enterprises