Data Analytics | BestHub

Old Zhao – Management Systems Only

Apr 22, 2025 · Operations

How a Real SCM System Automates Procurement, Warehouse, and Logistics to Eliminate Manual Work

This article explains why many companies struggle with fragmented supply‑chain processes, outlines the three essential capabilities of a truly effective SCM system—smooth workflow, node monitoring, and data persistence—and details how such a system can transform procurement, warehousing, logistics, cross‑department collaboration, and data analysis into an automated, data‑driven operation.

Cross‑Department CollaborationData AnalyticsProcess Management

0 likes · 9 min read

How a Real SCM System Automates Procurement, Warehouse, and Logistics to Eliminate Manual Work

Code Ape Tech Column

Apr 22, 2025 · Big Data

Elasticsearch vs ClickHouse: Performance, Cost, and Deployment Guide for Enterprise Data Analytics

This article compares Elasticsearch and ClickHouse in terms of write throughput, query speed, and server cost, then provides a detailed deployment guide for Zookeeper, Kafka, Filebeat, and ClickHouse clusters, including troubleshooting steps and cost analysis for enterprise data analytics.

Big DataClickHouseData Analytics

0 likes · 15 min read

Elasticsearch vs ClickHouse: Performance, Cost, and Deployment Guide for Enterprise Data Analytics

DataFunSummit

Apr 16, 2025 · Artificial Intelligence

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

This article introduces ChatBI, NetEase’s AI‑driven BI solution, detailing its product architecture, the opportunities and challenges AI brings to data analysis, the underlying NL2SQL model, performance‑optimizing techniques such as materialized views, open integration capabilities, and several enterprise deployment cases.

AIBusiness IntelligenceChatbot

0 likes · 21 min read

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

DataFunSummit

Feb 12, 2025 · Artificial Intelligence

Didi's ChatBI: Evolution, Exploration, and Future of AI‑Powered Business Intelligence

This article details Didi's journey since early 2023 in building ChatBI, covering the evolution of BI platforms, the technical advances behind intelligent BI such as LLM‑driven NL2SQL, two main product paths, practical implementations, key challenges, and future directions for AI‑enhanced data analysis.

AIBusiness IntelligenceChatBI

0 likes · 12 min read

Didi's ChatBI: Evolution, Exploration, and Future of AI‑Powered Business Intelligence

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

Jan 26, 2025 · Artificial Intelligence

ChatBI in Automotive Enterprises: Challenges, Architecture, and Implementation

This article examines the rise of ChatBI in automotive companies, outlining current BI challenges, the five “no” and five “difficulties” issues, the motivations for adopting ChatBI, its evolving architecture, and practical implementation steps to achieve data‑driven decision making.

AIAutomotiveBusiness Intelligence

0 likes · 17 min read

ChatBI in Automotive Enterprises: Challenges, Architecture, and Implementation

JD Tech Talk

Dec 13, 2024 · Databases

An Introduction to ClickHouse: Columnar Storage, Features, and Use Cases

This article introduces ClickHouse, an open‑source column‑oriented distributed database, explaining its columnar storage model, key performance and scalability features, rich analytical capabilities, and the scenarios where it excels or falls short in big‑data processing.

Big DataClickHouseColumnar Database

0 likes · 6 min read

An Introduction to ClickHouse: Columnar Storage, Features, and Use Cases

DataFunSummit

Nov 18, 2024 · Artificial Intelligence

Intelligent Data Analysis: Agent Architecture Combined with Semantic Layer for Product Implementation

This article explores how large‑model technologies can address data analysis challenges by introducing an Agent‑based architecture integrated with a semantic layer, detailing design principles, optimization paths, technical implementation, real‑world retail case studies, product design considerations, and future directions for intelligent analytics.

AIBusiness IntelligenceData Analytics

0 likes · 22 min read

Intelligent Data Analysis: Agent Architecture Combined with Semantic Layer for Product Implementation

Efficient Ops

Nov 11, 2024 · Operations

Proactive Service in IT Operations: Boost Stability, Cut Costs, Gain Edge

This article examines the pivotal role of proactive service in modern IT operations, contrasting it with passive approaches, and outlines key strategies—including data analytics, automation, user feedback, and emerging technologies like AI and cloud—to enhance system stability, reduce costs, and strengthen competitive advantage.

Artificial IntelligenceData AnalyticsIT Operations

0 likes · 16 min read

Proactive Service in IT Operations: Boost Stability, Cut Costs, Gain Edge

DataFunSummit

Nov 10, 2024 · Artificial Intelligence

Integrating AI into Business Intelligence: Practices, Challenges, and Product Architecture

This article explores how AI technologies are reshaping Business Intelligence by detailing market trends, the vision of intelligent BI, practical implementations such as Text2SQL and AI‑driven visualisation, challenges like accuracy and user experience, and the open‑architecture product design exemplified by Tencent's OlaChat platform.

AIBusiness IntelligenceData Analytics

0 likes · 16 min read

Integrating AI into Business Intelligence: Practices, Challenges, and Product Architecture

DataFunSummit

Oct 20, 2024 · Operations

Data Metrics and Their Role in Business Operations: Current Challenges, Applications, and Future Outlook

This article examines the relationship between data metrics and business applications, outlines the current state and challenges of data metric usage, explains how metrics drive data‑driven operations, describes a step‑by‑step approach to building an application‑oriented metric system, and looks ahead to future trends in metric governance and automation.

Data Analyticsbusiness operationsdata governance

0 likes · 25 min read

Data Metrics and Their Role in Business Operations: Current Challenges, Applications, and Future Outlook

DataFunSummit

Sep 19, 2024 · Artificial Intelligence

AI-Powered Anomaly Diagnosis and Root Cause Analysis for Gaming Business Intelligence

This article presents 37 Mobile Games' exploration of AI-driven intelligent analysis, covering abnormal diagnosis, root‑cause analysis, QBI fluctuation insights, AI data analysis reports, and a multi‑agent workflow for generating analytical reports within a gaming BI platform.

AIAnomaly DetectionBusiness Intelligence

0 likes · 12 min read

AI-Powered Anomaly Diagnosis and Root Cause Analysis for Gaming Business Intelligence

ByteDance Data Platform

Aug 27, 2024 · Artificial Intelligence

AI-Driven BI: Achieving Zero-Barrier Data Access and Smart Insights

This article traces the evolution of business intelligence platforms from early report‑centric tools to modern AI‑enhanced, search‑driven solutions, detailing the architectural layers, high‑performance data analysis design, multi‑level aggregation, hot‑cold data tiering, and large‑model applications that enable zero‑threshold data consumption and intelligent insights.

Artificial IntelligenceBusiness IntelligenceData Analytics

0 likes · 18 min read

AI-Driven BI: Achieving Zero-Barrier Data Access and Smart Insights

DataFunSummit

Aug 10, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

This whitepaper investigates the migration of data‑intensive analytics to cloud‑native environments, using Uber’s Presto workload to expose how cloud storage cost models and fragmented I/O patterns affect performance, and proposes optimized I/O strategies to improve cost‑effectiveness and system design.

Case StudyData AnalyticsI/O optimization

0 likes · 3 min read

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

DataFunTalk

Aug 10, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

This whitepaper examines the industry trend of moving data‑intensive analytics workloads to cloud‑native environments, analyzes the unique cost model of cloud storage, and presents case‑study findings from Uber’s Presto production system that reveal fragmented I/O patterns and propose optimization strategies to improve cost‑performance in the cloud.

Big DataData AnalyticsI/O optimization

0 likes · 3 min read

DataFunSummit

Jul 27, 2024 · Cloud Native

Migrating Data‑Intensive Analytics to Cloud‑Native Environments: Cost‑Aware I/O Optimization Insights from Uber Presto

This whitepaper examines the industry trend of moving data‑intensive analytics workloads to cloud‑native platforms, revealing how cloud storage’s unique cost model demands finer‑grained I/O optimization, illustrated through an empirical case study of Uber’s Presto production environment and its fragmented access patterns.

Case StudyData AnalyticsI/O optimization

0 likes · 3 min read

Migrating Data‑Intensive Analytics to Cloud‑Native Environments: Cost‑Aware I/O Optimization Insights from Uber Presto

DataFunSummit

Jun 30, 2024 · Big Data

Data Architecture, Governance, and Application Practices at XinXuan Group for Live E‑commerce

The article presents a comprehensive case study of XinXuan Group’s data ecosystem, detailing its business background, data platform construction, governance framework, technical architecture, and practical analytics applications that support live‑commerce operations and strategic decision‑making.

Big DataData AnalyticsLive E‑commerce

0 likes · 21 min read

Data Architecture, Governance, and Application Practices at XinXuan Group for Live E‑commerce

DataFunSummit

Jun 22, 2024 · Cloud Native

Optimizing I/O for Data-Intensive Analytics in Cloud-Native Environments: Insights from Uber Presto

This whitepaper examines the industry trend of migrating data‑intensive analytics workloads to cloud‑native environments, revealing how cloud storage’s unique cost model demands finer‑grained performance optimization, and presents Uber Presto case‑study findings that expose fragmented I/O patterns and associated financial impacts.

Data AnalyticsI/O optimizationcloud native

0 likes · 3 min read

DataFunSummit

Jun 13, 2024 · Product Management

Data‑Driven KOL Marketing Strategies for Game Growth in Western Markets

This article explains how Tencent IEGG leverages data‑driven KOL marketing across four key scenarios—budget planning, KOL evaluation, performance measurement, and competitor monitoring—to address cultural differences, optimize spend, and boost game adoption in the European‑American PC and console markets.

Budget PlanningCompetitive MonitoringData Analytics

0 likes · 16 min read

Data‑Driven KOL Marketing Strategies for Game Growth in Western Markets

DataFunSummit

Jun 8, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

This whitepaper examines the industry shift of moving data‑intensive analytics to cloud‑native platforms, analyzes how cloud storage cost models affect performance optimization, and presents Uber Presto case‑study findings that reveal fragmented access patterns and the financial impact of traditional I/O strategies in the cloud.

Big DataData AnalyticsI/O optimization

0 likes · 3 min read