Bloom Filters Are the Reason Your Distributed Cache Is Lying to You

Bloom filters in distributed caching introduce false positives that lead to wasted network calls and higher latency, especially at scale. By making them importance-aware, we significantly reduce false positives and improve latency, cache efficiency, and overall system performance.