Advantages

• Large Scale

  GES has the efficient data organization capability, facilitating analysis and querying of graphs with tens of billions of vertices and hundreds of billions of edges.

• High Performance

  GES has optimized the distributed graph processing engine to support high-concurrency, multi-hop, real-time queries in seconds.

• Integrated Querying and Analysis

  GES provides extensive graph analytics algorithms to implement integrated querying and analysis, facilitating analysis for scenarios such as relationship analysis and marketing recommendation.

• Ease of Use

  GES provides a wizard-based GUI and is compatible with Gremlin, facilitating easy graph analysis.

Application Scenarios

• Internet

  Quickly and effectively mines valuable information from large and complex social networks.

  Advantages

  • 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 frauds.

  • Social Listening

    Identifies hot topics by analyzing propagation paths and relationships.

• Knowledge Graph

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

  Advantages

  • 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

  Detects fraudulent user behavior, minimizing potential financial risks.

  Advantages

  • 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 frauds.

  • Group Detection

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

  • Missing Persons Discovery

    Discovers missing persons based on various relationships.

• 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.

  Advantages

  • 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.

  • Path Design

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

• Enterprise IT

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

  Advantages

  • 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.

Functions

• Extensive Algorithms

  Supports various algorithms such as PageRank, K-core, Shortest Path, Label Propagation, Triangle Count, and Link Prediction.

• Visualized Graph Analysis

  Provides a 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.

• Compatibility

  Compatible with open source Apache TinkerPop Gremlin 3.4.4.

• Graph Management

  Provides the GES overview, graph management, graph backup, sandbox access, metadata management, and task center functions.