IBM AWM
0 STUDENTS ENROLLED
IBM AWM Course Content :
1. Introduction to Application Workload Modeler (AWM)
- Motivation
- Addressed Types of Systems
- Contribution of the Presented Work
2. Motivation
- Open Problems in Performance Evaluation.
- Demands on a workload modeling framework and methodology for Parallel Processing Systems.
3. Addressed Types of Systems
- User System Interaction
- System under Test and Component under Study
- Parallel architectures.
- Parallel Programs
4. Contribution of the Presented Work
- Summary of the Framework and the Methodology.
- Outline of the Thesis
5. Workload Modeling –Framework and Methodology
- Definition of Workload
- Workload Model Construction in a Performance Evaluation Cycle
- Constructing a Non- Executable Test Workload Model
6. Definition of Workload
- Workload Components
- Specifying the Test Workload
- Parallel Workload Characteristics
7. Workload Model Construction in a Performance Evaluation Cycle
- Influence of the Objective of the Evaluation Study
- Influence of the Evaluation Techniques
8. Constructing a Non- Executable Test Workload Model
- Model Parameterization
- Validation Criteria for Workload Models
9. Survey and Comparison of Parallel Workload Models
- Parameter Based Models
- Profiles, Signatures and Shapes
- Ratio’s for Varying System Size
- Graph Models
10. Parameter Based Models
11. Profiles, Signatures and Shapes
12. Ratio’s for Varying System Size
13. Graph Models
- Undirected Graph Models
- Directed Graph Models
14. Scalability Analysis
- Scalability Concepts
- Visual Approach for Scalability Analysis
- Examples
15. Scalability Concepts
- Problem Definitions
- Scalability Index
- Characterizing the Architecture Size A
- Characterizing the Amount of Work W
- Sources of Overhead
- Evaluation Techniques for Scalability Analysis
16. Visual Approach for Scalability Analysis
- Performance Characteristics
- Model Parameters and Definitions
- Comparison to other Approaches
17. Examples
- An Embarrassingly Parallel Problem
- Householder Reduction
- Finite Element Method
18. Summary and Future Work
- Abbreviations and Symbols
- Definitions and Derivation
19. Abbreviations and Symbols
20. Definitions and Derivation
- Petri Nets
- Series Parallel Graphs
- Stochastic Process
- Queuing Networks
- Complexity Notation
- Bounds on and Relations between Ratios’s
- Bounds
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