Queueing Theory and Scheduling

  1. Performance Evaluation and Optimization
    1. System Performance Metrics
      1. Response Time Analysis
        1. Throughput Analysis
          1. Utilization Analysis
            1. Scalability Metrics
            2. Capacity Planning
              1. Workload Characterization
                1. Performance Modeling
                  1. Bottleneck Analysis
                    1. Scalability Analysis
                    2. Resource Allocation
                      1. Server Assignment
                        1. Load Distribution
                          1. Dynamic Resource Management
                          2. Load Balancing
                            1. Static Load Balancing
                              1. Round Robin
                                1. Weighted Round Robin
                                  1. Hash-Based Methods
                                  2. Dynamic Load Balancing
                                    1. Least Connections
                                      1. Weighted Least Connections
                                        1. Response Time Based
                                        2. Adaptive Load Balancing
                                        3. Performance Tuning
                                          1. Parameter Optimization
                                            1. System Configuration
                                              1. Algorithm Selection
                                                1. Trade-off Analysis

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                                              12. Analysis Techniques and Tools

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                                              14. Applications and Case Studies