Performance Engineering and Optimization

  1. Advanced Performance Topics
    1. Performance in Distributed Systems
      1. Consistency vs Performance Trade-offs
        1. Distributed Consensus Performance
          1. Replication Strategies
            1. Partitioning and Sharding
            2. Real-time and Low-latency Systems
              1. Ultra-low Latency Requirements
                1. Hardware Acceleration
                  1. Kernel Bypass Techniques
                    1. FPGA and GPU Acceleration
                    2. Big Data Performance
                      1. Batch Processing Performance
                        1. Stream Processing Performance
                          1. Data Pipeline Optimization
                            1. Storage System Performance
                            2. Machine Learning Performance
                              1. Model Inference Performance
                                1. Training Performance Optimization
                                  1. GPU Utilization
                                    1. Model Serving Architectures
                                    2. Security and Performance
                                      1. Encryption Performance Impact
                                        1. Authentication and Authorization Overhead
                                          1. Security Monitoring Performance
                                            1. Secure Communication Protocols
                                            2. Performance Testing at Scale
                                              1. Large-scale Load Generation
                                                1. Distributed Testing
                                                  1. Cloud-based Testing
                                                    1. Performance Test Infrastructure

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                                                  8. Performance in Modern Architectures

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                                                  10. Tools and Technologies