- Added `aoi_cache_experiment_eval.ipynb`: A Jupyter notebook evaluating cache performance based on TTL (Time-to-Live) with hit rate and average age analysis. It includes visualizations and experiment results.
- Removed the unused `experiment_name` variable in `aoi_cache_simulation.ipynb`.
- Added `experiments/hr_and_age_vs_ttl.png`: A plot visualizing the relationship between hit rate and TTL, complementing the cache evaluation experiments.
### Reason
The new notebook enhances experiment evaluation by providing a detailed analysis of cache behavior over different TTL values. The image file adds a visualization of the results. The removal of the `experiment_name` variable cleans up the simulation code, as it was not being utilized.
Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
Deleted generated simulation output files:
- : Redundant or outdated visualization of cache simulation results.
- : Obsolete log data, possibly superseded by newer exports or not needed for version control.
### Reason
These files are either auto-generated during simulation runs or are no longer relevant for tracking in version control. Their removal helps reduce repository clutter and ensures only essential files are maintained.
Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
Deleted generated simulation output files:
- : Redundant or outdated visualization of cache simulation results.
- : Obsolete log data, possibly superseded by newer exports or not needed for version control.
### Reason
These files are either auto-generated during simulation runs or are no longer relevant for tracking in version control. Their removal helps reduce repository clutter and ensures only essential files are maintained.
Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
Introduce a new simulation for Age of Information (AoI) cache management, focusing on varying TTL values and eviction strategies (LRU and Random Eviction). This includes:
- New Python script for event-driven cache simulations using .
- Experiments for "No Refresh" across multiple TTL configurations (, , ..., ) with:
- Hit rate and object age tracking (, , etc.).
- Visualizations (e.g., , ).
- Updated to describe experimental setup and configurations.
- Log export file () for simulation results.
- Refactor of with detailed strategy configurations and runtime notes.
### Reason
The commit enhances the project by enabling detailed experiments with configurable cache parameters, supporting analysis of cache efficiency and AoI under varying conditions. This provides a foundation for more sophisticated simulations and insights.
### Performance
- Runtime: ~4m 29s for .
Co-authored experiments introduce structured data files and visualizations, improving clarity for future iterations.
Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
