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Cache Eviction on Learning-augmented Caching (theoretical)

4ConsistencyLMARKER
0.881.692.53.31Sep 25, 2025

Evaluation results

MethodLinks
LMARKERAlgorithm Category=Randomized Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.094—
LNONMARKERAlgorithm Category=Randomized Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.094—
PREDICTIVEMARKERAlgorithm Category=Randomized Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.092—
BLINDORACLE&LRUAlgorithm Category=Deterministic Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.092—
FPBAlgorithm Category=Randomized Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.091—
F&RAlgorithm Category=Randomized Algorithm, Time Complexity=O(n log k), Space Complexity=O(n + k)2025.091—
GUARDAlgorithm Category=Randomized Algorithm, Time Complexity=O(log k), Space Complexity=∞2025.091—
LARUAlgorithm Category=Deterministic Algorithm, Time Complexity=O(log k), Space Complexity=O(k)2025.091—