QLearnCacheManager

saorsa_core::adaptive::learning

Struct QLearnCacheManager 

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pub struct QLearnCacheManager { /* private fields */ }
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Q-Learning cache manager

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impl QLearnCacheManager

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pub fn new(capacity: usize) -> Self

Create a new Q-learning cache manager

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pub async fn decide_action(&self, content_hash: &ContentHash) -> CacheAction

Decide what action to take for a content request

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pub async fn update_q_value( &self, state: CacheState, action: CacheAction, reward: f64, next_state: CacheState, )

Update Q-value based on action outcome

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pub async fn get_current_state_async( &self, content_hash: &ContentHash, ) -> CacheState

Get current cache state asynchronously with full stats

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pub async fn insert(&self, hash: ContentHash, data: Vec<u8>) -> bool

Insert content into cache

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pub async fn get(&self, hash: &ContentHash) -> Option<Vec<u8>>

Get content from cache

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pub fn calculate_reward( &self, action: CacheAction, hit: bool, bandwidth_cost: u64, ) -> f64

Calculate reward based on action outcome

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pub async fn execute_action( &self, hash: &ContentHash, action: CacheAction, data: Option<Vec<u8>>, ) -> Result<()>

Execute a cache action

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pub fn get_stats(&self) -> CacheStats

Get cache statistics

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pub async fn decide_caching( &self, hash: ContentHash, data: Vec<u8>, _content_type: ContentType, ) -> Result<()>

Decide whether to cache content based on Q-learning

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pub async fn get_stats_async(&self) -> CacheStats

Get cache statistics asynchronously

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