UsefulLinks
Systems Science
Queueing Theory and Scheduling
1. Introduction to Queueing Systems
2. Mathematical Foundations
3. Basic Markovian Queueing Models
4. Advanced Queueing Models
5. Queueing Networks
6. Fundamentals of Scheduling
7. Single Machine Scheduling
8. Parallel Machine Scheduling
9. Flow Shop and Job Shop Scheduling
10. Real-Time Scheduling
11. Network Scheduling
12. Analysis Techniques and Tools
13. Performance Evaluation and Optimization
14. Applications and Case Studies
13.
Performance Evaluation and Optimization
13.1.
System Performance Metrics
13.1.1.
Response Time Analysis
13.1.2.
Throughput Analysis
13.1.3.
Utilization Analysis
13.1.4.
Scalability Metrics
13.2.
Capacity Planning
13.2.1.
Workload Characterization
13.2.2.
Performance Modeling
13.2.3.
Bottleneck Analysis
13.2.4.
Scalability Analysis
13.3.
Resource Allocation
13.3.1.
Server Assignment
13.3.2.
Load Distribution
13.3.3.
Dynamic Resource Management
13.4.
Load Balancing
13.4.1.
Static Load Balancing
13.4.1.1.
Round Robin
13.4.1.2.
Weighted Round Robin
13.4.1.3.
Hash-Based Methods
13.4.2.
Dynamic Load Balancing
13.4.2.1.
Least Connections
13.4.2.2.
Weighted Least Connections
13.4.2.3.
Response Time Based
13.4.3.
Adaptive Load Balancing
13.5.
Performance Tuning
13.5.1.
Parameter Optimization
13.5.2.
System Configuration
13.5.3.
Algorithm Selection
13.5.4.
Trade-off Analysis
Previous
12. Analysis Techniques and Tools
Go to top
Next
14. Applications and Case Studies