BestHub
Sign in
Tagged articles

BI

92 articles · Page 1 of 1
ITPUB
ITPUB
Jul 8, 2026 · Industry Insights

How AI Is Redefining the Global Competitiveness of Chinese BI Platforms

The article analyzes how Chinese business‑intelligence products, led by Alibaba Cloud's Quick BI, have moved from cost‑performance contenders to a distinct technical position, highlighted by seven consecutive Gartner Magic‑Quadrant entries, and how AI integration reshapes BI from static reporting to automated, multi‑step analytical intelligence.

AIBIData Integration
0 likes · 10 min read
How AI Is Redefining the Global Competitiveness of Chinese BI Platforms
Big Data Tech Team
Big Data Tech Team
May 25, 2026 · Artificial Intelligence

Mastering Data Agent: A Complete End‑to‑End Guide from Basics to Pro

This article breaks down the concept of a Data Agent that automates the entire traditional data‑analysis pipeline, explains its three‑layer architecture, the ReAct reasoning loop, multi‑agent collaboration, six practical use cases, and offers deployment recommendations for teams looking to adopt AI‑driven data workflows.

AIBIData Agent
0 likes · 18 min read
Mastering Data Agent: A Complete End‑to‑End Guide from Basics to Pro
DataFunSummit
DataFunSummit
May 20, 2026 · Big Data

How Kuaishou’s Real‑Time Data Lake Boosts AI and BI Architecture

The article explains how Kuaishou partnered with Apache Hudi to overhaul its ODS‑based data lake, addressing latency, storage cost, and complexity for AI and BI workloads, detailing the evolution from mysql‑to‑hive to mysql‑to‑hudi 1.0 and 2.0, the resulting performance gains, cost savings, and future roadmap.

AIBIBig Data
0 likes · 20 min read
How Kuaishou’s Real‑Time Data Lake Boosts AI and BI Architecture
Amazon Cloud Developers
Amazon Cloud Developers
Apr 20, 2026 · Cloud Computing

Make Data Analysis as Easy as Chatting with Amazon Quick Suite

Amazon Quick Suite lets non‑technical users query enterprise data with natural language, integrating unified data access, AI‑driven analysis, and collaborative Spaces, while providing step‑by‑step guidance for connecting databases, creating datasets, dashboards, Topics, and chat‑based Q&A to accelerate data‑driven decisions.

AI AgentAWSAmazon Quick Suite
0 likes · 15 min read
Make Data Analysis as Easy as Chatting with Amazon Quick Suite
Data Integration and Governance
Data Integration and Governance
Apr 7, 2026 · Industry Insights

Understanding the Distinct Roles of BI and Data Warehouse

The article explains that a data warehouse prepares and consolidates enterprise data for analysis, while Business Intelligence (BI) focuses on using that prepared data for reporting, visualization, and decision‑making, highlighting their separate responsibilities, common collaboration, and typical challenges in real projects.

BIData PreparationData Warehouse
0 likes · 11 min read
Understanding the Distinct Roles of BI and Data Warehouse
DataFunSummit
DataFunSummit
Feb 8, 2026 · Big Data

Kuaishou’s Data Lake Upgrade with Hudi: Solving AI & BI Challenges

The article explains how Kuaishou modernized its data lake by partnering with Apache Hudi to address latency, storage cost, and consistency issues in both AI and BI pipelines, detailing architectural changes, new ingestion tools, partitioning strategies, compaction mechanisms, performance gains and future plans.

AIBIBig Data
0 likes · 20 min read
Kuaishou’s Data Lake Upgrade with Hudi: Solving AI & BI Challenges
Data STUDIO
Data STUDIO
Oct 30, 2025 · Databases

From Table‑Centric to Object‑Centric: How DQL Redefines Join Queries

The article explains how Dimensional Query Language (DQL) replaces traditional multi‑table JOIN syntax with object‑dot notation and dimension‑alignment concepts, offering simpler, more business‑focused queries for BI scenarios, and demonstrates its implementation through concrete SQL examples and a real‑world engine integration.

BIDQLDatabase
0 likes · 10 min read
From Table‑Centric to Object‑Centric: How DQL Redefines Join Queries
DataFunSummit
DataFunSummit
Oct 16, 2025 · Artificial Intelligence

How Chat BI Transforms Data Warehousing with AI: Unlock Real‑Time Insights

This presentation by iQIYI’s Technical Director Zhang Xiaoming details the evolution of BI systems, introduces the Chat BI framework, explains its three‑step implementation, outlines architectural design, data‑warehouse integration, performance optimizations, and user‑operation strategies, revealing how AI and RAG empower smarter data analytics.

AIBIChatBI
0 likes · 18 min read
How Chat BI Transforms Data Warehousing with AI: Unlock Real‑Time Insights
Python Programming Learning Circle
Python Programming Learning Circle
Oct 14, 2025 · Big Data

9 Free Python Tools to Build Interactive Dashboards Without Paying for SaaS

Tired of costly analytics dashboards, this guide showcases nine open‑source Python libraries—including Plotly Dash, Superset API client, Ibis, Lux, Redash‑API‑Py, Kibana‑API, Panel, Evidently, and Metabase‑Py—that let you create, automate, and monitor interactive visualizations and data pipelines for free.

BIDashboardData Visualization
0 likes · 7 min read
9 Free Python Tools to Build Interactive Dashboards Without Paying for SaaS
DataFunTalk
DataFunTalk
Sep 22, 2025 · Big Data

How Kuaishou Scales Intelligent BI: Insights from Its Data Platform

This article outlines Kuaishou's Data Platform team's mission to boost data‑driven decision making through advanced compute engines, high‑performance services, and AI‑enhanced BI, detailing its architecture, challenges, solutions, and future outlook for large‑scale intelligent analytics.

AIBIBig Data
0 likes · 6 min read
How Kuaishou Scales Intelligent BI: Insights from Its Data Platform
DataFunTalk
DataFunTalk
Sep 19, 2025 · Big Data

How Kuaishou’s Data Platform Powers Intelligent BI with AI and Big Data

This article outlines how Kuaishou’s Data Platform Department enhances decision‑making efficiency by building advanced compute engines and high‑performance services, detailing the platform’s architecture, challenges of intelligent BI, AI‑driven solutions, and the end‑to‑end BI workflow from data ingestion to analysis.

Artificial IntelligenceBIBig Data
0 likes · 5 min read
How Kuaishou’s Data Platform Powers Intelligent BI with AI and Big Data
DataFunSummit
DataFunSummit
Aug 24, 2025 · Artificial Intelligence

Explore Cutting-Edge AI & Data Governance Topics from Leading Tech Giants

This article presents a curated list of advanced topics covering AI-driven data governance, large‑model applications, intelligent operations, and BI+AI practices from industry leaders such as JD, Alibaba Cloud, Ping An, Didi, and Kuaishou, along with a QR code to download the full e‑book.

AIBIIntelligent Operations
0 likes · 2 min read
Explore Cutting-Edge AI & Data Governance Topics from Leading Tech Giants
vivo Internet Technology
vivo Internet Technology
Jul 16, 2025 · Frontend Development

Boosting BI Dashboard Performance: Proven Front‑End Optimization Strategies

This article details how the vivo Internet Big Data team systematically improved the home‑page performance of their BI data‑visualization platform by analyzing key web metrics, identifying bottlenecks, and applying time‑ and space‑focused optimizations such as HTTP/2 migration, resource preloading adjustments, code splitting, and Web Workers, resulting in a 292% overall speed increase.

BIDashboardperformance
0 likes · 16 min read
Boosting BI Dashboard Performance: Proven Front‑End Optimization Strategies
Ma Wei Says
Ma Wei Says
Feb 26, 2025 · Databases

Understanding Fact Tables: Types, Granularity, and Design Best Practices

This article explains fact tables in data warehousing, covering their definition, granularity, additive classifications, null handling, consistency rules, and the various types such as transaction, snapshot, cumulative, fact‑less, and aggregate tables, along with design trade‑offs and ETL considerations.

BIETLdimensional modeling
0 likes · 17 min read
Understanding Fact Tables: Types, Granularity, and Design Best Practices
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Feb 20, 2025 · Big Data

How Xiaohongshu Accelerated Data Warehouse Queries with Logical Datasets & Materialized Views

Xiaohongshu tackled low reuse of APP tables, limited scalability of single-table BI datasets, and poor dashboard query performance by introducing logical datasets and materialized views, which enable query pruning, reduce data redundancy, and accelerate BI queries, achieving up to 80% latency reduction and higher hit rates.

BIBig DataData Warehouse
0 likes · 25 min read
How Xiaohongshu Accelerated Data Warehouse Queries with Logical Datasets & Materialized Views
DataFunTalk
DataFunTalk
Jan 29, 2025 · Artificial Intelligence

ChatBI: NetEase AI‑Powered Business Intelligence Platform – Architecture, Technology, and Real‑World Applications

This article introduces ChatBI, NetEase’s AI‑driven BI solution that combines large‑model capabilities with traditional data analytics, detailing its product features, AI‑enabled opportunities and challenges, the underlying NL2SQL model, technical architecture, performance optimizations such as materialized views, open APIs, and several enterprise deployment cases.

AIBIData Analytics
0 likes · 21 min read
ChatBI: NetEase AI‑Powered Business Intelligence Platform – Architecture, Technology, and Real‑World Applications
DataFunSummit
DataFunSummit
Dec 8, 2024 · Artificial Intelligence

Intelligent Business Intelligence at Kuaishou: Architecture, Challenges, and Solutions

This article presents Kuaishou's data platform and BI system, describing its evolution from traditional reporting to AI‑driven intelligent analytics, the challenges of diverse user needs and data quality, and the controllable, trustworthy, and feasible solutions that enable large‑scale smart BI deployment.

Artificial IntelligenceBIBig Data
0 likes · 14 min read
Intelligent Business Intelligence at Kuaishou: Architecture, Challenges, and Solutions
Zhuanzhuan Tech
Zhuanzhuan Tech
Nov 25, 2024 · Big Data

Design and Evolution of a R&D Measurement Platform: Architecture, Data Governance, and Interactive Analytics

This article details the purpose, technical evolution, architecture, data‑source unification, dimensional modeling, data‑warehouse layering, SQL‑as‑metric approach, and interactive design of a measurement platform built to improve R&D efficiency through systematic data collection and visualization.

BIR&D metricsplatform architecture
0 likes · 32 min read
Design and Evolution of a R&D Measurement Platform: Architecture, Data Governance, and Interactive Analytics
转转QA
转转QA
Nov 22, 2024 · R&D Management

Design and Evolution of Zhuanzhuan's R&D Measurement Platform

This article details the purpose, technical evolution, data governance, data modeling, warehouse layering, SQL‑based metric definition, and interactive design of Zhuanzhuan's measurement platform, illustrating how systematic data collection and visualization improve R&D efficiency, accuracy, and decision‑making.

BIR&D metricsefficiency measurement
0 likes · 30 min read
Design and Evolution of Zhuanzhuan's R&D Measurement Platform
YiSu Grain
YiSu Grain
Nov 7, 2024 · Operations

Building a Safety Equipment Warning System with FineReport – Step‑by‑Step Guide

This article walks through creating a safety‑protective‑equipment warning management system using FineReport, covering MySQL table setup, data import templates, batch handling, validation formulas, SQL‑driven datasets, pagination controls, batch deletion, warning calculations, detailed view reports, and dashboard visualisation with pie, bar and gauge charts.

BIDashboardDataValidation
0 likes · 23 min read
Building a Safety Equipment Warning System with FineReport – Step‑by‑Step Guide
DataFunTalk
DataFunTalk
Sep 28, 2024 · Big Data

Metric Management and Standardization in Didi's Data Platform

This article outlines Didi's approach to metric management, covering background, data product overview, and challenges in traditional and agile BI models, and presents a comprehensive solution for metric standardization, logical modeling, quality assurance, unified consumption, and future roadmap to improve data warehouse efficiency and consistency.

BIData ModelingData Warehouse
0 likes · 21 min read
Metric Management and Standardization in Didi's Data Platform
Zhuanzhuan Tech
Zhuanzhuan Tech
Aug 28, 2024 · Big Data

Quality Inspection Data Collection: Design, Architecture, and Applications

This article outlines the design, architecture, and practical applications of a quality inspection data collection system, covering data point structures, reporting mechanisms, compliance analysis, intelligent strategy iteration, and BI dashboards, illustrating how big‑data techniques enable digital transformation of inspection processes.

BIBig DataData Collection
0 likes · 10 min read
Quality Inspection Data Collection: Design, Architecture, and Applications
Hacker Afternoon Tea
Hacker Afternoon Tea
Jul 31, 2024 · Databases

Superset 4: Zero‑Code Guide to Connecting Hundreds of Databases

This article provides a step‑by‑step tutorial for configuring Apache Superset to connect to a wide range of databases, covering driver installation, Docker image customization, exact SQLAlchemy connection strings for each engine, UI‑based setup, advanced options such as SSL, external password stores, and the experimental meta‑database feature.

BIDatabase ConnectionsDocker
0 likes · 42 min read
Superset 4: Zero‑Code Guide to Connecting Hundreds of Databases
DataFunSummit
DataFunSummit
Jun 14, 2024 · Big Data

JD Logistics One‑Stop Agile BI Solution: Architecture, Challenges, and Product Evolution

This article presents JD Logistics' one‑stop agile BI platform, detailing the complex data sources, rapid business demands, the UData solution architecture, performance and usability improvements, and future upgrade plans that together enable faster data integration, self‑service reporting, and enhanced decision‑making across the organization.

Agile AnalyticsBIBig Data
0 likes · 25 min read
JD Logistics One‑Stop Agile BI Solution: Architecture, Challenges, and Product Evolution
macrozheng
macrozheng
May 22, 2024 · Big Data

How to Install and Use DataEase: An Open‑Source Big Data Visualization Tool

This guide introduces DataEase, an open‑source BI platform built with SpringBoot, Apache Doris, and Kettle, walks through its architecture, provides step‑by‑step Docker‑based installation, and demonstrates how to create datasets, visualizations, and dashboards from Excel and MySQL sources.

Apache DorisBIData Visualization
0 likes · 13 min read
How to Install and Use DataEase: An Open‑Source Big Data Visualization Tool
Baidu Geek Talk
Baidu Geek Talk
May 8, 2024 · Artificial Intelligence

Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform

Sugar BI, evolving from the internal ShowX platform to versions 2.0‑4.0, now offers a zero‑code, drag‑and‑drop visual editor, support for over 30 data sources, AI‑powered automatic analysis and the Sugar Bot Q&A module that transforms multi‑day data tasks into minutes, delivering containerized SaaS BI with intelligent chart recommendation and rapid, code‑free decision‑making for enterprises.

AIBIBusiness Intelligence
0 likes · 19 min read
Sugar BI: AI‑Driven Next‑Generation Business Intelligence Platform
Baidu Geek Talk
Baidu Geek Talk
Apr 10, 2024 · Big Data

TDA: A One‑Stop Self‑Service BI Platform – Architecture, Challenges, and Solutions

The article presents Turing Data Analysis (TDA), a self‑service BI platform that replaces fragile traditional pipelines with a unified DWD‑based data model, drag‑and‑drop analytics, multi‑engine query optimization and caching, delivering sub‑10‑second queries on billions of rows, fine‑grained permissions, and rapid dashboard creation, while reporting significant usage growth and outlining AI‑driven future enhancements.

BIBig DataMPP
0 likes · 15 min read
TDA: A One‑Stop Self‑Service BI Platform – Architecture, Challenges, and Solutions
DataFunTalk
DataFunTalk
Feb 17, 2024 · Big Data

JD Logistics One‑Stop Agile BI Solution: Architecture, Challenges, and Optimization

This article presents JD Logistics' one‑stop agile BI platform, detailing the complex data sources, rapid requirement changes, and Chinese‑style reporting challenges it addresses, while outlining the UData solution, product methodology, performance enhancements, and real‑world case studies that demonstrate significant efficiency gains.

Agile AnalyticsBIBig Data
0 likes · 26 min read
JD Logistics One‑Stop Agile BI Solution: Architecture, Challenges, and Optimization
DataFunSummit
DataFunSummit
Feb 15, 2024 · Artificial Intelligence

Evolution of BI Data Products, Current Challenges, and Generative AI Applications

This article reviews the historical evolution of business intelligence (BI) data products, analyzes the difficulties of fine‑grained data analysis and product design, presents ABI strategies to overcome these issues, and explores how large language models are creating a new era of generative AI‑driven data analytics.

BIBusiness IntelligenceData Products
0 likes · 14 min read
Evolution of BI Data Products, Current Challenges, and Generative AI Applications
DataFunSummit
DataFunSummit
Dec 29, 2023 · Big Data

Exploring Indicator Platform Construction: Architecture, Methods, and Future Directions by Shusheng Technology

This article presents a comprehensive exploration of Shusheng Technology's indicator platform, covering industry challenges, three solution modes (Agile BI, Data Warehouse, Headless BI), the SwiftMetrics architecture, product capabilities, a retail case study, and future development plans for real‑time metrics and AI‑driven services.

BIData MetricsSwiftMetrics
0 likes · 15 min read
Exploring Indicator Platform Construction: Architecture, Methods, and Future Directions by Shusheng Technology
58 Tech
58 Tech
Dec 22, 2023 · Big Data

Design and Implementation of the JiShi BI Data Visualization Platform

This article details the architecture, core processes, and module designs of the JiShi BI platform, a self‑built data visualization and analysis system that integrates data ingestion, processing, enhanced AI‑driven analytics, and multi‑dimensional dashboard capabilities to support enterprise decision‑making.

BIData VisualizationEnhanced Analytics
0 likes · 12 min read
Design and Implementation of the JiShi BI Data Visualization Platform
vivo Internet Technology
vivo Internet Technology
Nov 15, 2023 · Frontend Development

Design and Implementation of a BI Filter Component Library (bi-filters)

The article details how the BI platform’s bulky, tightly‑coupled filter was refactored into a standalone, generic ‘bi‑filters’ library managed with Lerna and Vue‑CLI, enabling on‑demand imports, independent packaging, and a three‑layer design that improves extensibility, universality, robustness, reduces code size, and simplifies maintenance.

BIFrontendLibrary
0 likes · 13 min read
Design and Implementation of a BI Filter Component Library (bi-filters)
DataFunSummit
DataFunSummit
Aug 13, 2023 · Big Data

KwaiBI: Evolution of Kuaishou’s One‑Stop Business Intelligence Platform from 1.0 to 2.0

The article details Kuaishou’s KwaiBI business intelligence platform evolution, covering its 1.0 tool‑based implementation, the 2.0 standardized architecture built on an indicator middle‑platform, core processes, data integration, self‑service features, and future directions for self‑service and intelligent analytics.

BIBig DataData Integration
0 likes · 22 min read
KwaiBI: Evolution of Kuaishou’s One‑Stop Business Intelligence Platform from 1.0 to 2.0
DataFunSummit
DataFunSummit
Jul 30, 2023 · Big Data

Data Platform Evolution and Digital Practice in the FMCG Industry: A Baicaowei Case Study

This article presents a comprehensive case study of Baicaowei's data platform evolution, digital workflow, metric governance, business modeling, and BI insights, illustrating how big‑data technologies and rational architecture simplification empower the fast‑moving consumer goods sector to enhance operational efficiency and decision‑making.

BIFMCGdata platform
0 likes · 10 min read
Data Platform Evolution and Digital Practice in the FMCG Industry: A Baicaowei Case Study
DataFunTalk
DataFunTalk
Jun 29, 2023 · Big Data

Practical Deployment of Delta Lake in BI and AI Products

This article summarizes a technical presentation on how Delta Lake is integrated into a BI+AI platform, covering the product background, data‑lake architecture, Delta Lake features such as ACID transactions, schema management, multi‑engine support, performance optimizations, and future development directions.

AIBIBig Data
0 likes · 12 min read
Practical Deployment of Delta Lake in BI and AI Products
DataFunTalk
DataFunTalk
May 30, 2023 · Big Data

Optimizing Chart Query Performance in YouShu BI: Data Query Principles, Intelligent Caching, Query Merging, and Diagnostics

This article explains the data query fundamentals of YouShu BI charts, introduces intelligent caching design, describes query merging and various optimization techniques—including partition filters, value acceleration, and SQL generation—and outlines performance diagnosis methods to improve BI chart responsiveness.

BIBig DataChart Performance
0 likes · 16 min read
Optimizing Chart Query Performance in YouShu BI: Data Query Principles, Intelligent Caching, Query Merging, and Diagnostics
DataFunSummit
DataFunSummit
May 27, 2023 · Big Data

Building and Practicing the Performance Assurance System of YouShu BI

This article presents an in‑depth overview of the YouShu BI product, outlines the high‑concurrency performance challenges faced by enterprise BI, and details the multi‑layer performance architecture—including front‑end, back‑end, data engine, and data source layers—along with smart caching, MPP acceleration, materialized views, and the Data Doctor operations that together ensure low‑latency, reliable analytics for large‑scale users.

BIMPPMaterialized Views
0 likes · 16 min read
Building and Practicing the Performance Assurance System of YouShu BI
Laravel Tech Community
Laravel Tech Community
May 15, 2023 · Big Data

Introducing DataEase: An Easy‑to‑Use Open‑Source BI Tool with Rich Features and Quick Deployment

The article reviews DataEase, a Chinese open‑source business‑intelligence platform that offers a low‑learning‑curve interface, extensive data‑source support, built‑in template marketplace, and Docker‑based one‑command installation, making data visualization and dashboard creation accessible to a broad range of users.

BIBig DataData Visualization
0 likes · 7 min read
Introducing DataEase: An Easy‑to‑Use Open‑Source BI Tool with Rich Features and Quick Deployment
DataFunTalk
DataFunTalk
Apr 9, 2023 · Big Data

Building an Agile Business Intelligence Platform at Zhongyuan Bank: Architecture, Practices, and Future Outlook

The article details Zhongyuan Bank's end‑to‑end agile BI platform construction, covering business goals, a step‑by‑step development timeline, core architecture, eight key functionalities, low‑code data processing, real‑time streaming, visualization dashboards, intelligent Q&A, and future directions for platform intelligence and openness.

BIBig DataData Visualization
0 likes · 19 min read
Building an Agile Business Intelligence Platform at Zhongyuan Bank: Architecture, Practices, and Future Outlook
Huolala Tech
Huolala Tech
Mar 16, 2023 · Big Data

How HuoLala’s YunTai BI Platform Transforms Data Visualization at Scale

The article details HuoLala’s internally built YunTai BI platform, covering its motivation, system architecture, data source integration, zero‑code modeling, visual report and dashboard creation, performance optimizations, and future plans for stability and code design, illustrating a comprehensive big‑data visualization solution.

BIData EngineeringData Visualization
0 likes · 13 min read
How HuoLala’s YunTai BI Platform Transforms Data Visualization at Scale
Kuaishou Big Data
Kuaishou Big Data
Feb 15, 2023 · Big Data

Kuaishou’s Data Application Factory: Boosting BI with Low‑Code & Unified Queries

This article details how Kuaishou’s Data Application Factory tackles the challenges of rapid BI delivery, data accuracy, and service stability by leveraging low‑code development, unified query services, standardized configurations, and service isolation to achieve efficient, high‑quality data products across multiple business lines.

BIBig DataLow-code
0 likes · 16 min read
Kuaishou’s Data Application Factory: Boosting BI with Low‑Code & Unified Queries
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Feb 3, 2023 · Industry Insights

How Data Visualization Shapes Big Data Analysis: Evolution, Techniques, and Trends

This article reviews the evolution of data visualization from early charts to modern interactive graphics, analyzes major visualization categories and schools of thought, discusses technical challenges and emerging web and graphics technologies, and highlights the role of visualization in big‑data analytics and BI solutions.

BIData VisualizationOpenGL
0 likes · 21 min read
How Data Visualization Shapes Big Data Analysis: Evolution, Techniques, and Trends
DataFunSummit
DataFunSummit
Jan 30, 2023 · Big Data

Evolution of the Modern Data Stack: From Traditional Data Warehouses to BI+AI Self‑Service Analytics

This article traces the origins and evolution of the modern data stack, explains the shortcomings of traditional data warehouses, describes how cloud‑native ELT, modular components and analytics‑as‑software enable self‑service BI and AI, and outlines emerging trends such as DataOps, enhanced analytics and decision intelligence.

AIBICloud Data Warehouse
0 likes · 15 min read
Evolution of the Modern Data Stack: From Traditional Data Warehouses to BI+AI Self‑Service Analytics
DataFunSummit
DataFunSummit
Jan 23, 2023 · Big Data

Design and Practice of the 58 Agile BI System (Starfire)

This article presents a comprehensive overview of the 58 Agile BI platform called Starfire, covering its background, technical architecture, core permission and query engine challenges, MPP cache acceleration, visualization resource library, developer services, and future development directions.

BIBig DataClickHouse
0 likes · 13 min read
Design and Practice of the 58 Agile BI System (Starfire)
Huolala Tech
Huolala Tech
Nov 24, 2022 · Big Data

How Huolala Built Its Own Self-Service Data Analysis Platform from Scratch

This article details Huolala's journey from identifying the need for a fast, secure, and scalable BI solution to designing and implementing a self‑service data analysis platform that integrates diverse data sources, offers intuitive visualisation, and addresses real‑world operational challenges.

BIProduct DevelopmentSelf‑service analytics
0 likes · 13 min read
How Huolala Built Its Own Self-Service Data Analysis Platform from Scratch
DataFunSummit
DataFunSummit
Nov 22, 2022 · Big Data

BI Platform Practice at Xiaomi: Evolution, Architecture, and Future Directions

This article details Xiaomi's multi‑year journey in building a group‑wide Business Intelligence platform, covering its historical evolution, technical challenges in performance, modeling, visualization and permissions, the current four‑layer architecture, and future plans to make the platform more business‑centric and simpler.

BIBig DataData Modeling
0 likes · 15 min read
BI Platform Practice at Xiaomi: Evolution, Architecture, and Future Directions
Java High-Performance Architecture
Java High-Performance Architecture
Nov 14, 2022 · Frontend Development

Create Stunning Interactive Dashboards with SpringBoot & Vue – Open‑Source BI Platform

An open‑source BI platform built on SpringBoot and Vue offers a visually striking, drag‑and‑drop dashboard editor, supporting multiple data sources like MySQL, Elasticsearch, and Kudu, with 17 ready‑made components, enabling rapid screen design through simple steps of data source configuration, SQL dataset creation, and layout assembly.

BIDashboardDataVisualization
0 likes · 5 min read
Create Stunning Interactive Dashboards with SpringBoot & Vue – Open‑Source BI Platform
Java Captain
Java Captain
Oct 8, 2022 · Databases

Redefining JOIN in Business Intelligence: From Wide Tables to DQL

This article analyzes the limitations of traditional BI multi‑dimensional analysis that relies on wide tables and complex SQL JOINs, introduces a new DQL language that redefines JOIN operations into three plus one patterns, and demonstrates how DQL simplifies data modeling, reduces errors, and enables truly self‑service analytics.

BIDQLData Modeling
0 likes · 17 min read
Redefining JOIN in Business Intelligence: From Wide Tables to DQL
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jul 26, 2022 · Artificial Intelligence

How Sugar BI Merges AI, Big Data, and Zero‑Code Design for Smarter Visual Analytics

This article details Sugar BI’s end‑to‑end technical architecture, covering its AI‑enhanced visual analytics, zero‑code report building, multi‑source data integration, smart chart recommendation, and voice interaction, while illustrating the underlying big‑data and cloud components that power the platform.

AIBIData Visualization
0 likes · 18 min read
How Sugar BI Merges AI, Big Data, and Zero‑Code Design for Smarter Visual Analytics
dbaplus Community
dbaplus Community
Jun 14, 2022 · Big Data

How Qunar Built a Scalable BI Platform for Real‑Time Analytics and Self‑Service Reporting

This article details Qunar's multi‑year journey of designing and evolving a full‑stack BI platform—covering data ingestion, storage, query engines, self‑service analytics, and real‑time OLAP—by iterating through three development phases, selecting technologies such as Impala, Kudu, ClickHouse and Apache Druid, and addressing performance, usability and governance challenges to empower business users with fast, reliable data insights.

Apache DruidBIBig Data
0 likes · 24 min read
How Qunar Built a Scalable BI Platform for Real‑Time Analytics and Self‑Service Reporting
IT Services Circle
IT Services Circle
Feb 5, 2022 · Big Data

DataEase: Open‑Source Data Visualization Tool Based on SpringBoot, Apache Doris, and Kettle – Installation and Usage Guide

This article introduces DataEase, an open‑source BI platform built with SpringBoot, Apache Doris, and Kettle, explains its system and functional architecture, provides step‑by‑step installation commands and configuration details, and demonstrates how to create datasets, views, and dashboards for data analysis.

Apache DorisBIData Visualization
0 likes · 11 min read
DataEase: Open‑Source Data Visualization Tool Based on SpringBoot, Apache Doris, and Kettle – Installation and Usage Guide
macrozheng
macrozheng
Jan 11, 2022 · Big Data

Deploy Metabase in 5 Minutes and Master Its Data Visualization Features

Metabase is a fast, open‑source BI tool that can be set up in about five minutes using Docker, offering a user‑friendly interface for creating dashboards, custom SQL queries, data pivots, and multi‑table analysis without requiring deep SQL knowledge, making data visualization accessible to all.

BIData VisualizationDocker
0 likes · 11 min read
Deploy Metabase in 5 Minutes and Master Its Data Visualization Features
macrozheng
macrozheng
Dec 30, 2021 · Big Data

How to Install and Use DataEase: Open‑Source BI with Apache Doris and Docker

This guide walks you through installing the open‑source BI platform DataEase, explains its architecture built on SpringBoot, Apache Doris, and Kettle, and demonstrates how to create data sources, datasets, and visual dashboards from Excel and MySQL using Docker containers.

Apache DorisBIData Visualization
0 likes · 12 min read
How to Install and Use DataEase: Open‑Source BI with Apache Doris and Docker
Qunar Tech Salon
Qunar Tech Salon
Nov 29, 2021 · Big Data

Construction and Practice of Qunar's Business Intelligence Platform

This article details the evolution, architecture, and technical choices of Qunar's BI platform—from early one‑stop reporting to a modular, self‑service system supporting real‑time analytics, multi‑metric calculations, and unified data governance—highlighting challenges, solutions, and performance benchmarks across big‑data technologies.

BIBig DataClickHouse
0 likes · 23 min read
Construction and Practice of Qunar's Business Intelligence Platform
DataFunTalk
DataFunTalk
Oct 25, 2021 · Big Data

Building a Multi‑Dimensional Analysis System at Baixin Bank: Practices and Insights

This article details Baixin Bank’s multi‑dimensional analysis framework, covering the bank’s business model, data accuracy, completeness and usability requirements, the design of indicator and analysis systems, ladder‑style service concepts, user‑product‑enterprise scenario modeling, and the implementation of self‑service data products and governance processes.

BIBankingData Governance
0 likes · 20 min read
Building a Multi‑Dimensional Analysis System at Baixin Bank: Practices and Insights
Youzan Coder
Youzan Coder
Dec 28, 2020 · Big Data

How Youzan’s BI Platform Turns Massive Data into Interactive Visual Insights

This article explains the design, features, and technical implementation of Youzan’s BI platform, covering its target users, visualization workflow, supported chart types, filtering, permissions, drill‑down, calculated fields, SQL generation logic, and future development directions.

BIBig DataData Visualization
0 likes · 20 min read
How Youzan’s BI Platform Turns Massive Data into Interactive Visual Insights
Laiye Technology Team
Laiye Technology Team
Dec 18, 2020 · Big Data

Comprehensive Overview of Laiye Technology's Business Intelligence Ecosystem

This article provides a detailed, end‑to‑end description of Laiye Technology's BI ecosystem, covering its background, development stages, data acquisition, transmission, transformation, loading, modeling, storage layers, statistical analysis, real‑time metrics, visualization, and future challenges, illustrating how the company builds a scalable, cloud‑native data‑driven platform.

BIBig DataData Pipeline
0 likes · 22 min read
Comprehensive Overview of Laiye Technology's Business Intelligence Ecosystem
Alibaba Terminal Technology
Alibaba Terminal Technology
Jul 22, 2020 · Frontend Development

Inside Alibaba’s Data Experience: Advanced SQL Editors, BI Platforms, and 3D Visualizations

This article details how Alibaba’s Data Experience team builds a comprehensive stack—from a high‑performance SQL editor and low‑code BI platform to sophisticated data visualizations, intelligent analytics, digital art, Web3D rendering, and robust data‑security measures—showcasing the architecture, design principles, and future directions of their end‑to‑end data‑driven product ecosystem.

BILow-codeSQL
0 likes · 25 min read
Inside Alibaba’s Data Experience: Advanced SQL Editors, BI Platforms, and 3D Visualizations
HomeTech
HomeTech
May 20, 2020 · Big Data

AutoHome Data Warehouse Architecture and Layered Model Design

This article describes AutoHome's data warehouse architecture, detailing its background, business pain points, layered model design (RDM, ADM, GDM, FDM, Stage/BDM, DIM, TMP), advantages in performance, cost, efficiency, quality, and various application scenarios including BI, analytics, and decision support.

BIData ModelingETL
0 likes · 10 min read
AutoHome Data Warehouse Architecture and Layered Model Design
Yanxuan Tech Team
Yanxuan Tech Team
Dec 2, 2019 · Big Data

Why Modern Enterprises Need a Data Middle Platform: Lessons from NetEase Yanxuan

Drawing on NetEase Yanxuan’s experience, this article explains what a data middle platform is, why companies are building one for digital transformation and fine‑grained operations, and details its core components—including the data warehouse, data services, and BI platform—illustrated with real‑world diagrams.

BIBig DataData Warehouse
0 likes · 12 min read
Why Modern Enterprises Need a Data Middle Platform: Lessons from NetEase Yanxuan
JD Retail Technology
JD Retail Technology
Dec 12, 2018 · Big Data

Construction and Architecture of JD Overseas Data Analysis Platform (Columbus Platform)

JD.com’s overseas data analysis platform, dubbed the Columbus platform, combines a lightweight data warehouse deployment with standardized, customizable BI tools to provide real‑time and offline analytics, visualization, KPI management, and future self‑service reporting and predictive capabilities for its global e‑commerce operations.

BIBig DataData Warehouse
0 likes · 9 min read
Construction and Architecture of JD Overseas Data Analysis Platform (Columbus Platform)
DataFunTalk
DataFunTalk
Nov 24, 2018 · Big Data

The Evolution of iQIYI's Big Data Analytics Platform

This article chronicles iQIYI’s journey from a simple Hive‑based data pipeline to the sophisticated, multi‑engine “Tongtian Tower” platform, detailing the development of the Magic Mirror system, the Gear workflow manager, BabelBD, the Monet visual analytics tool, and the integrated BI ecosystem that now supports billions of daily users.

BIBig DataData Engineering
0 likes · 18 min read
The Evolution of iQIYI's Big Data Analytics Platform
21CTO
21CTO
Nov 14, 2018 · Cloud Native

How Cloud‑Native Data Sharing with Snowflake Is Redefining Data Warehousing

This article explains how Snowflake’s cloud‑native data‑sharing capabilities let users across companies securely access shared datasets without costly extraction or duplication, transforming traditional data‑warehouse and BI workflows and unlocking fresh, detailed insights for businesses.

BICloud‑Nativedata sharing
0 likes · 7 min read
How Cloud‑Native Data Sharing with Snowflake Is Redefining Data Warehousing
21CTO
21CTO
Sep 26, 2018 · Big Data

Unlock Powerful Data Insights with Redash: Quick Intro and Setup Guide

This article introduces the open‑source BI platform Redash, outlines its wide‑range data source support and visualization capabilities, and provides step‑by‑step Docker‑Compose installation instructions along with practical usage tips for building dashboards.

BIData VisualizationDocker
0 likes · 6 min read
Unlock Powerful Data Insights with Redash: Quick Intro and Setup Guide
Ctrip Technology
Ctrip Technology
Aug 7, 2018 · Artificial Intelligence

Forecasting and Monitoring in Business Intelligence: Practical Data‑Analysis Methods and Model‑Building Tips

The article explains how a data analyst can use statistical and machine‑learning models such as linear regression, tree‑based boosting, STL decomposition, and Prophet for both non‑time‑series forecasting and time‑series monitoring, highlighting data‑quality concerns, feature‑engineering practices, and deployment considerations like PMML packaging.

BIData AnalysisProphet
0 likes · 13 min read
Forecasting and Monitoring in Business Intelligence: Practical Data‑Analysis Methods and Model‑Building Tips
Meituan Technology Team
Meituan Technology Team
Nov 2, 2017 · Big Data

Dashiang Cube: A Multi‑Source BI Reporting Tool with Custom Join Algorithms

Meituan‑Dianping’s Dashiang Cube is a multi‑source BI reporting platform that unifies MySQL, Kylin, Elasticsearch and plain‑text data via a common SQL layer, generates dialect‑specific queries, performs custom back‑tracking inner and left outer joins across heterogeneous sources, supports scripted metric calculations, permission controls, and a reusable UI component library for self‑service reporting.

BIData PermissionsData Warehouse
0 likes · 14 min read
Dashiang Cube: A Multi‑Source BI Reporting Tool with Custom Join Algorithms
Architects' Tech Alliance
Architects' Tech Alliance
Jul 7, 2017 · Artificial Intelligence

Understanding Business Intelligence (BI) and Artificial Intelligence (AI): Definitions, Differences, and Real‑World Applications

The article explains Gartner’s definitions of Business Intelligence and Artificial Intelligence, compares their core capabilities, discusses whether AI is over‑hyped, and illustrates how AI‑driven solutions differ from traditional BI across marketing, public safety, finance, and education sectors.

BIBusiness IntelligenceData Analytics
0 likes · 12 min read
Understanding Business Intelligence (BI) and Artificial Intelligence (AI): Definitions, Differences, and Real‑World Applications
dbaplus Community
dbaplus Community
Jun 25, 2017 · Databases

Top 5 SQL Server 2017 Features Transforming Data Analytics

SQL Server 2017 introduces AI integration, cross‑platform support, Python and R machine‑learning capabilities, stronger data‑layer security, and enhanced BI tools, offering enterprises smarter data management and more flexible, powerful analytics across diverse environments.

AIBIPython
0 likes · 6 min read
Top 5 SQL Server 2017 Features Transforming Data Analytics
21CTO
21CTO
Jun 16, 2016 · Big Data

Building a Simple Open‑Source Self‑Service BI Platform with Flask & React

This article introduces dataplay2, an open‑source self‑service BI platform built with Flask, pandas, scikit‑learn on the backend and React, ECharts, D3, and other JavaScript libraries on the frontend, detailing its architecture, installation steps, core features such as data upload, visualization, classification, clustering, and future improvement ideas.

BIData AnalysisOpen Source
0 likes · 11 min read
Building a Simple Open‑Source Self‑Service BI Platform with Flask & React