Knowledge Graphs

  1. Storage and Management Systems
    1. Triplestore Architecture
      1. Storage Models
        1. Native Storage
          1. Relational Backend
            1. NoSQL Backend
            2. Indexing Strategies
              1. SPO Indexes
                1. Predicate Indexes
                  1. Full-Text Indexes
                  2. Query Processing
                    1. Query Planning
                      1. Optimization
                        1. Execution
                      2. Property Graph Databases
                        1. Neo4j
                          1. Amazon Neptune
                            1. ArangoDB
                              1. TigerGraph
                              2. Hybrid Systems
                                1. Multi-Model Databases
                                  1. Federated Systems
                                    1. Distributed Architectures
                                    2. Performance Considerations
                                      1. Scalability Patterns
                                        1. Partitioning Strategies
                                          1. Replication Methods
                                            1. Caching Mechanisms
                                            2. Data Loading and Updates
                                              1. Bulk Loading
                                                1. Incremental Updates
                                                  1. Transaction Management
                                                    1. Consistency Models

                                                  Previous

                                                  4. Knowledge Graph Construction

                                                  Go to top

                                                  Next

                                                  6. Querying and Reasoning