Big Data Solutions

Industry Big Data Solutions

Apache Hadoop Ecosystem · Enterprise Big Data Platform · Digital Transformation

Also explore: ⚡ Smart Energy Solutions →

Shenzhen Qixuan Software Co., Ltd. provides professional big data solutions for various industries, helping enterprises achieve digital transformation. Build enterprise-level big data platforms based on Apache Hadoop ecosystem, supporting massive data processing, real-time analysis and intelligent decision-making.

HadoopForge — Big Data Platform Management Hub

📊 HadoopForge Enterprise Hadoop Cluster Intelligent O&M Platform · Live Management Interface

📊 Try HadoopForge Live → Product Details →

Big Data Ecosystem Overview

The Apache Hadoop ecosystem has evolved over nearly two decades into a complete technology stack covering data ingestion, storage, computing, governance, and analytics. HadoopForge adds critical enterprise enhancements on top — China’s first to complete Ambari 3.0.0 + Bigtop 3.5.0 adaptation with Hive 4.0.1 first-mover compatibility.

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Data Ingestion

KafkaFlumeSqoopCanalFlink CDC

Real-time streaming + batch offline sync. Supports CDC change capture from MySQL/Oracle/PostgreSQL. PB-scale daily processing capacity.

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Storage Layer

HDFSHBaseKuduHudiIceberg

Distributed filesystem + columnar storage + lakehouse. HDFS 3-replica HA, HBase millisecond-level random reads, Hudi/Iceberg ACID transactions for data lakes.

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Computing Layer

Spark 3.5Hive 4.0FlinkDorisClickHouse

Unified batch-stream computing engine matrix. Spark for large-scale batch, Flink for millisecond streaming, Doris/ClickHouse for sub-second OLAP analytics.

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Governance & Security

RangerAtlasKerberosOpenLDAP

Data lineage tracking, fine-grained access control, data quality monitoring. Financial-grade security meeting Xinchuang compliance requirements.

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O&M Management

Ambari 3.0Bigtop 3.5PrometheusGrafana

HadoopForge core layer: visual cluster orchestration, AI O&M (LSTM+Isolation Forest), 92% fault prediction accuracy, 98% deployment success rate.

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Analytics Layer

SupersetZeppelinJupyterCustom BI

Data visualization dashboards, interactive analytics notebooks, ML platforms — turning massive data into business insights and decision support.

Platform Architecture Overview

Enterprise Big Data Platform 5-Layer Architecture

Key Industries

Financial Services

Providing secure and reliable big data platform solutions for banks, insurance companies and other financial institutions, supporting risk control, customer analysis, anti-fraud and other business scenarios.

Automotive Industry

Through big data technology, real-time collection and aggregation of various data, real-time tracking and analysis of production conditions to improve efficiency and quality, and save costs.

Energy Sector

Providing complete solutions for data collection, storage and analysis for energy companies such as electricity, oil and natural gas.

Telecommunications

Helping telecom operators build big data platforms to support network optimization, customer service, business analysis and other applications.

Smart Cities

Providing smart city big data platforms for governments and urban management departments, supporting urban governance, traffic management, environmental monitoring and other applications.

Aerospace

Providing high-reliability big data solutions for aerospace companies, supporting critical applications such as flight data analysis and equipment monitoring.

Solution Features

Agile Deployment - Fast deployment and agile implementation
Horizontal Scaling - Support for parallel computing and parallel storage
Massive Storage - Store and manage PB-scale data
Data Diversity - Support structured, semi-structured, and unstructured data
Rich Scenarios - Support online, near-line, offline and other application scenarios

Industry Solutions

Professional big data solutions for various industries

Automotive Industry Solutions

Through big data technology, we collect and analyze various data from automotive manufacturing processes in real-time, enabling real-time tracking and analysis of production conditions to improve production efficiency, product quality, and reduce manufacturing costs. Application Scenarios Smart Manufacturing Real-time Production Monitoring - Real-time monitoring of production line status and timely anomaly detection Predictive Equipment Maintenance - Equipment maintenance prediction based on operational data Quality Control Optimization - Quality control process optimization through data analysis Production Planning & Scheduling - Intelligent production planning and scheduling Supply Chain Management Supplier Evaluation Analysis - Multi-dimensional supplier performance evaluation Inventory Optimization Management - Inventory level optimization based on demand forecasting Logistics Route Optimization - Optimize logistics delivery routes and costs Cost Control Analysis - Comprehensive cost analysis and control Product Development User Requirement Analysis - Analyze user feedback and market demands Product Performance Optimization - Product design optimization based on usage data Test Data Analysis - In-depth analysis of product testing data Market Trend Prediction - Predict automotive market development trends After-sales Service Vehicle Fault Diagnosis - Intelligent fault diagnosis and early warning Maintenance Prediction Analysis - Predict maintenance needs and costs Customer Satisfaction Analysis - Analyze customer satisfaction and improvement points Service Quality Enhancement - Continuous service quality improvement Technical Architecture Data Collection Layer IoT Sensor Data - Production equipment sensor data collection Production System Data - MES, ERP system data integration Quality Inspection Data - Real-time quality inspection data collection External Data Sources - Market data, supplier data, etc.

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Banking Industry Solutions

Shenzhen Qixuan Software Co., Ltd. provides comprehensive big data platform solutions for the banking industry, helping banks achieve digital transformation, enhance risk management capabilities and customer service levels. Build financial-grade big data platforms based on Apache Hadoop ecosystem, supporting massive data processing and real-time analysis. Core Functions Risk Control Real-time Risk Monitoring - 7×24 real-time transaction risk monitoring Credit Risk Assessment - Big data-based credit risk assessment models Anti-fraud Detection - Intelligent anti-fraud detection and warning system Compliance Regulatory Reporting - Automated regulatory report generation and submission Customer Analysis Customer Profile Construction - 360-degree customer profiles and tagging system Precision Marketing Recommendations - Precision marketing based on customer behavior Customer Behavior Analysis - In-depth analysis of customer transaction and behavior patterns Customer Value Assessment - Customer lifetime value assessment Operational Optimization Business Process Optimization - Data-driven business process improvement Cost-benefit Analysis - Comprehensive cost-benefit analysis Channel Efficiency Analysis - Channel efficiency comparison and optimization Product Profitability Analysis - Product profitability analysis Technical Architecture Data Collection Layer Core Banking Systems - Core banking system data collection External Credit Data - PBOC credit, third-party credit data Internet Behavior Data - Customer online behavior data Third-party Data Sources - Government data, industry data, etc.

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Insurance Industry Solutions

Provide comprehensive big data solutions for the insurance industry, covering core business scenarios such as actuarial modeling, risk assessment, anti-fraud, and customer service, helping insurance companies achieve digital transformation and intelligent operations. Core Applications Actuarial Modeling Product Pricing Models - Precise pricing based on big data Reserve Assessment - Intelligent reserve calculation Solvency Monitoring - Real-time solvency analysis Risk Capital Calculation - Dynamic risk capital assessment Risk Management Underwriting Risk Assessment - Intelligent underwriting decision support Claims Risk Identification - Claims fraud identification and warning Investment Risk Management - Investment portfolio risk analysis Operational Risk Monitoring - Comprehensive operational risk management Customer Service Customer Profile Analysis - 360-degree customer view Personalized Recommendations - Intelligent product recommendations Customer Churn Prediction - Customer churn early warning Service Quality Improvement - Customer satisfaction analysis Anti-fraud Detection Real-time Fraud Identification - Millisecond-level fraud detection Abnormal Behavior Analysis - Suspicious behavior pattern recognition Group Fraud Discovery - Relationship network analysis Historical Case Learning - Machine learning continuous optimization Customer Cases Kunlun Insurance Brokerage Project Results:

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Energy Industry Solutions

Provide complete solutions for data collection, storage, and analysis for energy enterprises such as power, oil, and natural gas, helping energy companies achieve intelligent operations and digital transformation. Application Scenarios Power Industry Smart Grid Monitoring - Real-time power grid status monitoring Load Forecasting Analysis - Intelligent power load forecasting Equipment Condition Monitoring - Power generation equipment health monitoring Energy Efficiency Optimization - Energy efficiency optimization analysis Oil & Gas Exploration Data Analysis - Geological exploration data processing Production Optimization Control - Oil and gas production process optimization Pipeline Safety Monitoring - Pipeline operation safety monitoring Market Price Analysis - Energy market price forecasting Renewable Energy Wind Farm Monitoring - Intelligent wind farm monitoring Solar Power Analysis - Solar power generation efficiency analysis Energy Storage Management - Intelligent energy storage equipment management Carbon Emission Monitoring - Carbon emission data monitoring and analysis Customer Cases Dagang Oilfield Project Background: Process massive geological exploration data, improve oil and gas discovery efficiency

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Telecommunications Industry Solutions

Help telecommunications operators build big data platforms, support applications such as network optimization, customer service, and business analysis, improving network quality and customer experience. Core Functions Network Optimization Network Performance Monitoring - Real-time network quality monitoring Network Capacity Planning - Data-driven capacity planning Fault Prediction Analysis - Network fault prediction and prevention Optimization Recommendations - Intelligent network optimization suggestions Customer Analysis User Behavior Analysis - Deep user behavior insights Traffic Pattern Analysis - Network traffic pattern recognition Customer Value Assessment - Customer lifetime value Precision Marketing Recommendations - Personalized service recommendations Business Operations Revenue Assurance Analysis - Revenue leakage detection and analysis Fraud Detection Prevention - Telecommunications fraud identification and warning Service Quality Monitoring - Real-time service quality monitoring Complaint Handling Optimization - Intelligent customer complaint processing Customer Cases FiberHome Communications Project Background: Optimize network performance, improve user experience

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Aerospace Solutions

Provide high-reliability big data solutions for aerospace enterprises, supporting critical applications such as flight data analysis, equipment monitoring, and mission planning, ensuring successful execution of aerospace missions. Application Areas Flight Data Analysis Flight Trajectory Analysis - Precise flight trajectory calculation and analysis Performance Parameter Monitoring - Real-time flight performance monitoring Anomaly Detection Warning - Intelligent flight anomaly detection Optimization Recommendations - Flight plan optimization suggestions Equipment Health Management Equipment Condition Monitoring - Aerospace equipment health monitoring Predictive Maintenance - Equipment fault prediction analysis Lifecycle Assessment - Equipment service life assessment Maintenance Plan Optimization - Intelligent maintenance planning Mission Planning Support Orbit Calculation Analysis - Precise orbit calculation and analysis Resource Scheduling Optimization - Intelligent mission resource scheduling Risk Assessment Analysis - Mission risk assessment and warning Decision Support System - Intelligent mission decision support Customer Cases China Academy of Launch Vehicle Technology Project Background: Analyze rocket flight data, optimize design and performance

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Smart City Solutions

Provide smart city big data platforms for government and urban management departments, supporting applications such as urban governance, traffic management, and environmental monitoring, promoting intelligent urban development. Application Scenarios Smart Transportation Traffic Flow Monitoring - Real-time traffic flow monitoring and analysis Intelligent Signal Control - Intelligent traffic signal optimization control Route Planning Optimization - Optimal route planning recommendations Congestion Prediction Warning - Traffic congestion prediction and warning Urban Governance Population Flow Analysis - Urban population flow pattern analysis Public Safety Monitoring - Urban security situation awareness Emergency Response Management - Emergency incident response Government Service Optimization - Government service process optimization Environmental Monitoring Air Quality Monitoring - Real-time air quality monitoring Water Quality Analysis - Water environment quality monitoring Noise Pollution Control - Urban noise pollution monitoring Environmental Warning System - Environmental pollution warning Public Services Education Resource Allocation - Optimal education resource allocation Medical Service Optimization - Intelligent medical resource scheduling Elderly Care Management - Smart elderly care service platform Cultural Tourism Recommendations - Intelligent tourism recommendation services Customer Cases Liaoning Department of Transportation Project Background: Build intelligent traffic management system, improve traffic efficiency

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