Akka and Distributed Systems

  1. Performance and Optimization
    1. Performance Fundamentals
      1. Performance Metrics
        1. Throughput Measurement
          1. Latency Analysis
            1. Resource Utilization
            2. Profiling Techniques
              1. JVM Profiling
                1. Actor System Profiling
                  1. Message Flow Analysis
                2. Actor Performance
                  1. Mailbox Optimization
                    1. Mailbox Types
                      1. Queue Implementations
                        1. Memory Management
                        2. Message Design
                          1. Message Size Optimization
                            1. Serialization Performance
                              1. Immutability Costs
                              2. Actor Lifecycle Optimization
                                1. Creation Costs
                                  1. Restart Overhead
                                    1. Cleanup Efficiency
                                  2. Cluster Performance
                                    1. Network Optimization
                                      1. Serialization Tuning
                                        1. Compression Strategies
                                          1. Connection Pooling
                                          2. Gossip Optimization
                                            1. Sharding Performance
                                              1. Shard Distribution
                                                1. Rebalancing Costs
                                                  1. Entity Lifecycle
                                                2. Stream Performance
                                                  1. Buffer Tuning
                                                    1. Parallelism Configuration
                                                      1. Back-Pressure Optimization
                                                        1. Fusion Optimization
                                                        2. Memory Management
                                                          1. Garbage Collection Tuning
                                                            1. Memory Leak Detection
                                                              1. Object Pool Patterns
                                                              2. Monitoring and Observability
                                                                1. Metrics Collection
                                                                  1. Logging Strategies
                                                                    1. Distributed Tracing
                                                                      1. Health Checks

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                                                                    13. Akka Typed

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                                                                    15. Production Deployment