Graph Engine Service

Graph Engine Service (GES) is the first commercial self-built distributed native graph engine with independent intellectual property rights in China. It facilitates querying and analysis of graph structure data based on relationships. It is specifically suited for scenarios involving social applications, enterprise relationship analysis, risk control, recommendations, public opinions, and anti-fraud.

Flexible configuration options; pay in advance to get higher discounts.

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Product Advantages
  • Efficient Organization

    Efficient data organization facilitates analysis and querying of graphs with tens of billions of vertices and hundreds of billions of edges.

  • High Performance

    Optimized distributed graph processing engine supports high-concurrency, multi-hop, real-time queries in seconds.

  • Integrated Querying and Analysis

    Integrated querying and analysis and graph analytics algorithms empower analysis for scenarios such as relationship analysis, route planning, and precision marketing.

  • Ease of Use

    Wizard-based GUI and compatibility with Gremlin facilitate easy graph analysis.

Application Scenarios
  • Internet

  • Knowledge Graph

  • Financial Risk Control

  • Urban Industry

  • Enterprise IT



Suitable for mining valuable information from large and complex social networks.


Friend, Product, and Information Recommendation

Provides personalized and precise recommendations based on friend relationships, user profiles, behavior similarities, product similarities, and propagation paths.

User Grouping

Groups users based on their profiles, behavior similarities, or relationships to facilitate precise user group management.

Abnormal Behavior Analysis

Analyzes user behavior, partner relationships, and account/IP login information to detect abnormal behavior, minimizing losses due to fraud.

Public Opinion and Social Listening

Identifies opinion leaders and hot topics by analyzing propagation paths and relationships, enhancing the quality of public opinion analysis.

Knowledge Graph

Knowledge Graph

GES-based knowledge graphs integrate various kinds of heterogeneous data, enabling larger graph scales and higher performance.


Massive Storage

Integrates and stores billions of heterogeneous data points as vertices and edges in graphs.

Quick Correlation Query

Optimized to process thousands of graph queries, returning accurate results within seconds.

Knowledge Classification

Combines similar knowledge points based on graph-based analysis and computing to implement knowledge disambiguation.

Learning Path Identification and Recommendation

Identifies and recommends learning paths based on learning relationships between data points.

Financial Risk Control

Financial Risk Control

GES graph queries help detect fraudulent user behavior, minimizing potential financial risks.


Real-Time Fraud Detection

Identifies users who share the same personal information such as email addresses or IP addresses and highlights cases of known or potential fraud.

Group Detection

Groups users based on interpersonal relationship analysis to identify abnormal groups.

Missing Person Tracking

Tracks missing people based on various relationships.

Urban Industry

Urban Industry

Helps customers adjust the pressure and balance loads of urban roads or pipelines (such as water, gas, power, and oil pipelines) to facilitate refined control over traffic networks and pipelines.


Pipeline Pressure Adjustment

Helps analyze traffic pressure of the entire pipeline network based on the real-time pipeline monitoring data.

Urban Road Network Control

Analyzes traffic congestion of the entire urban road network according to the traffic, road network, and intersection monitoring information to improve traffic light control.

Route Planning

Helps plan routes based on people and vehicle requests in real time, increasing the seat occupancy rate and reducing operation costs.

Enterprise IT

Enterprise IT

Provides intelligent device monitoring and management for your entire network and IT infrastructure.


Network Planning

Facilitates network planning by determining impacts of faulty nodes, and recommends backup routers for nodes bearing heavy loads.

Fault Cause Analysis

Quickly locates the root cause of any network or infrastructure fault.

IT Infrastructure Management

Provides visual relationships of network devices, including device and resource statuses, for more efficient O&M.


  • Extensive Algorithms

    Supports the PageRank, K-core, Shortest Path, Label Propagation, Triangle Count, Link Prediction, and many other algorithms.

  • Visualized Graph Analysis

    Provides wizard-based exploration environment and visualized query results.

  • Query/Analysis APIs

    Provides APIs for graph query, metrics statistics, Gremlin query, graph algorithms, and graph and backup management.

Extensive Algorithms

Visualized Graph Analysis

Query/Analysis APIs

  • Compatibility

    Compatible with open source Apache TinkerPop Gremlin 3.3.0.

  • Graph Management

    Provides the GES overview, graph management, graph backup, and metadata management functions.


Graph Management

Usage Guides

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