Vehicle Edge Caching on MovieLens 1M (test)
53.05Cache Hit RateOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OracleCache capacity=5002025.12 | 53.05 | — | |
| OursCache capacity=5002025.12 | 52.14 | 1.78 | |
| CAFRCache capacity=5002025.12 | 51.55 | 12.72 | |
| OracleCache capacity=4502025.12 | 49.93 | — | |
| AsyFedCache capacity=5002025.12 | 49.64 | 123.18 | |
| OursCache capacity=4502025.12 | 49.15 | 1.78 | |
| CAFRCache capacity=4502025.12 | 48.59 | 12.72 | |
| FedAvgCache capacity=5002025.12 | 48.31 | 1,849.8 | |
| AsyFedCache capacity=4502025.12 | 46.97 | 123.18 | |
| OracleCache capacity=4002025.12 | 46.57 | — | |
| OursCache capacity=4002025.12 | 45.81 | 1.78 | |
| FedAvgCache capacity=4502025.12 | 45.47 | 1,849.8 | |
| CAFRCache capacity=4002025.12 | 45.44 | 12.72 | |
| N-τ-greedyCache capacity=5002025.12 | 45.07 | — | |
| AsyFedCache capacity=4002025.12 | 43.59 | 123.18 | |
| OracleCache capacity=3502025.12 | 42.97 | — | |
| N-τ-greedyCache capacity=4502025.12 | 42.45 | — | |
| OursCache capacity=3502025.12 | 42.34 | 1.78 | |
| FedAvgCache capacity=4002025.12 | 42.14 | 1,849.8 | |
| CAFRCache capacity=3502025.12 | 41.97 | 12.72 | |
| AsyFedCache capacity=3502025.12 | 40.2 | 123.18 | |
| OracleCache capacity=3002025.12 | 39.03 | — | |
| N-τ-greedyCache capacity=4002025.12 | 38.96 | — | |
| FedAvgCache capacity=3502025.12 | 38.73 | 1,849.8 | |
| OursCache capacity=3002025.12 | 38.19 | 1.78 | |
| CAFRCache capacity=3002025.12 | 37.96 | 12.72 | |
| AsyFedCache capacity=3002025.12 | 36.19 | 123.18 | |
| N-τ-greedyCache capacity=3502025.12 | 36.19 | — | |
| FedAvgCache capacity=3002025.12 | 35.06 | 1,849.8 | |
| OracleCache capacity=2502025.12 | 34.71 | — | |
| OursCache capacity=2502025.12 | 33.82 | 1.78 | |
| CAFRCache capacity=2502025.12 | 33.73 | 12.72 | |
| N-τ-greedyCache capacity=3002025.12 | 32.73 | — | |
| AsyFedCache capacity=2502025.12 | 32.07 | 123.18 | |
| FedAvgCache capacity=2502025.12 | 30.91 | 1,849.8 | |
| OracleCache capacity=2002025.12 | 29.91 | — | |
| OursCache capacity=2002025.12 | 29.13 | 1.78 | |
| CAFRCache capacity=2002025.12 | 29.04 | 12.72 | |
| N-τ-greedyCache capacity=2502025.12 | 28.99 | — | |
| AsyFedCache capacity=2002025.12 | 27.44 | 123.18 | |
| FedAvgCache capacity=2002025.12 | 26.13 | 1,849.8 | |
| N-τ-greedyCache capacity=2002025.12 | 24.94 | — | |
| OracleCache capacity=1502025.12 | 24.54 | — | |
| OursCache capacity=1502025.12 | 23.95 | 1.78 | |
| CAFRCache capacity=1502025.12 | 23.93 | 12.72 | |
| AsyFedCache capacity=1502025.12 | 22.68 | 123.18 | |
| FedAvgCache capacity=1502025.12 | 21.49 | 1,849.8 | |
| N-τ-greedyCache capacity=1502025.12 | 20.27 | — |