| Abstract | .... 2 | |
| 1 | Introduction | .... 2 |
| 2 | On-Demand Load Distribution | .... 2 |
| 2.1 | Subtask Grneration | .... 3 |
| 2.2 | Subtask Allocation | .... 3 |
| 3 | Multi-Level Dynamic Load Balancing Scheme | .... 3 |
| 3.1 | Subtask Supply Bottleneck | .... 3 |
| 3.2 | Multi-Level Load Balancing | .... 4 |
| 3.3 | Group Merging | .... 4 |
| 4 | Measurements and Evaluation | .... 5 |
| 4.1 | Description of the Program | .... 5 |
| 4.2 | Multi-PSI and the Parallel Language | .... 5 |
| 4.3 | Detection of Idle PEs | .... 5 |
| 4.4 | Granularity Measurements | .... 6 |
| 4.5 | Performance Measurements | .... 7 |
| 4.6 | Observation of Mesurements Results | .... 7 |
| 5 | Discussion | .... 8 |
| 5.1 | Requirement on the Number of Subtasks | .... 8 |
| 5.2 | Requirement on the Subtasks Grnuarity | .... 8 |
| 5.3 | Problem Size and Speedup | .... 9 |
| 5.4 | Analysis of the Measurement Results | .... 9 |
| 5.5 | Determin of Optimal Load Balancing Levels | .... 10 |
| 6 | Conclusion and Future Works | .... 10 |
| Acknowledgements | .... 11 | |
| References | .... 11 |
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