- Added `tqdm` progress bar to track simulation progress in real-time. - Improved computation of hit rates and average ages for better accuracy. - Updated data export logic for clearer output and better insights. Reran Experiments Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
4.1 KiB
4.1 KiB
| 1 | obj_id | access_count | hits | misses | mu | lambda | hit_rate | avg_age |
|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 112 | 88 | 24 | 0 | 1 | 78.57 | 1.8295454545454546 |
| 3 | 2 | 109 | 86 | 23 | 0 | 1 | 78.9 | 1.9883720930232558 |
| 4 | 3 | 134 | 108 | 26 | 0 | 1 | 80.6 | 1.787037037037037 |
| 5 | 4 | 129 | 104 | 25 | 0 | 1 | 80.62 | 1.9519230769230769 |
| 6 | 5 | 129 | 103 | 26 | 0 | 1 | 79.84 | 1.6504854368932038 |
| 7 | 6 | 116 | 93 | 23 | 0 | 1 | 80.17 | 1.956989247311828 |
| 8 | 7 | 116 | 91 | 25 | 0 | 1 | 78.45 | 2.0 |
| 9 | 8 | 240 | 214 | 26 | 0 | 2 | 89.17 | 1.9766355140186915 |
| 10 | 9 | 139 | 113 | 26 | 0 | 1 | 81.29 | 1.9646017699115044 |
| 11 | 10 | 238 | 211 | 27 | 0 | 2 | 88.66 | 1.872037914691943 |
| 12 | 11 | 127 | 102 | 25 | 0 | 1 | 80.31 | 1.911764705882353 |
| 13 | 12 | 123 | 97 | 26 | 0 | 1 | 78.86 | 2.1030927835051547 |
| 14 | 13 | 104 | 81 | 23 | 0 | 1 | 77.88 | 1.7901234567901234 |
| 15 | 14 | 140 | 115 | 25 | 0 | 1 | 82.14 | 1.808695652173913 |
| 16 | 15 | 259 | 231 | 28 | 0 | 2 | 89.19 | 2.017316017316017 |
| 17 | 16 | 120 | 94 | 26 | 0 | 1 | 78.33 | 2.106382978723404 |
| 18 | 17 | 121 | 96 | 25 | 0 | 1 | 79.34 | 2.1145833333333335 |
| 19 | 18 | 125 | 99 | 26 | 0 | 1 | 79.2 | 2.1818181818181817 |
| 20 | 19 | 117 | 92 | 25 | 0 | 1 | 78.63 | 1.826086956521739 |
| 21 | 20 | 119 | 94 | 25 | 0 | 1 | 78.99 | 2.0425531914893615 |
| 22 | 21 | 132 | 106 | 26 | 0 | 1 | 80.3 | 1.849056603773585 |
| 23 | 22 | 133 | 108 | 25 | 0 | 1 | 81.2 | 2.0833333333333335 |
| 24 | 23 | 109 | 82 | 27 | 0 | 1 | 75.23 | 1.853658536585366 |
| 25 | 24 | 128 | 103 | 25 | 0 | 1 | 80.47 | 2.1262135922330097 |
| 26 | 25 | 115 | 91 | 24 | 0 | 1 | 79.13 | 1.989010989010989 |
| 27 | 26 | 226 | 198 | 28 | 0 | 2 | 87.61 | 1.898989898989899 |
| 28 | 27 | 361 | 333 | 28 | 0 | 3 | 92.24 | 1.9009009009009008 |
| 29 | 28 | 3646 | 3615 | 31 | 0 | 29 | 99.15 | 1.8912863070539419 |
| 30 | 29 | 149 | 123 | 26 | 0 | 1 | 82.55 | 2.16260162601626 |
| 31 | 30 | 108 | 83 | 25 | 0 | 1 | 76.85 | 1.8072289156626506 |
| 32 | 31 | 133 | 108 | 25 | 0 | 1 | 81.2 | 2.037037037037037 |
| 33 | 32 | 122 | 96 | 26 | 0 | 1 | 78.69 | 1.8333333333333333 |
| 34 | 33 | 122 | 97 | 25 | 0 | 1 | 79.51 | 2.134020618556701 |
| 35 | 34 | 131 | 108 | 23 | 0 | 1 | 82.44 | 1.8981481481481481 |
| 36 | 35 | 103 | 78 | 25 | 0 | 1 | 75.73 | 2.0256410256410255 |
| 37 | 36 | 374 | 346 | 28 | 0 | 3 | 92.51 | 1.9971098265895955 |
| 38 | 37 | 135 | 110 | 25 | 0 | 1 | 81.48 | 1.8636363636363635 |
| 39 | 38 | 116 | 92 | 24 | 0 | 1 | 79.31 | 1.9565217391304348 |
| 40 | 39 | 131 | 106 | 25 | 0 | 1 | 80.92 | 2.018867924528302 |
| 41 | 40 | 218 | 191 | 27 | 0 | 2 | 87.61 | 1.9738219895287958 |
| 42 | 41 | 612 | 582 | 30 | 0 | 5 | 95.1 | 2.0034364261168385 |
| 43 | 42 | 119 | 95 | 24 | 0 | 1 | 79.83 | 1.9578947368421054 |
| 44 | 43 | 251 | 224 | 27 | 0 | 2 | 89.24 | 2.107142857142857 |
| 45 | 44 | 236 | 209 | 27 | 0 | 2 | 88.56 | 2.1578947368421053 |
| 46 | 45 | 120 | 95 | 25 | 0 | 1 | 79.17 | 1.9789473684210526 |
| 47 | 46 | 1788 | 1758 | 30 | 0 | 15 | 98.32 | 2.036405005688282 |
| 48 | 47 | 219 | 192 | 27 | 0 | 2 | 87.67 | 2.140625 |
| 49 | 48 | 120 | 94 | 26 | 0 | 1 | 78.33 | 2.1382978723404253 |
| 50 | 49 | 115 | 92 | 23 | 0 | 1 | 80.0 | 1.9782608695652173 |
| 51 | 50 | 359 | 331 | 28 | 0 | 3 | 92.2 | 1.9818731117824773 |
| 52 | 51 | 2181 | 2150 | 31 | 0 | 18 | 98.58 | 1.8227906976744186 |
| 53 | 52 | 105 | 81 | 24 | 0 | 1 | 77.14 | 2.0 |
| 54 | 53 | 125 | 99 | 26 | 0 | 1 | 79.2 | 2.111111111111111 |
| 55 | 54 | 135 | 110 | 25 | 0 | 1 | 81.48 | 1.8818181818181818 |
| 56 | 55 | 261 | 233 | 28 | 0 | 2 | 89.27 | 1.6523605150214593 |
| 57 | 56 | 252 | 224 | 28 | 0 | 2 | 88.89 | 2.1026785714285716 |
| 58 | 57 | 123 | 98 | 25 | 0 | 1 | 79.67 | 1.7551020408163265 |
| 59 | 58 | 356 | 328 | 28 | 0 | 3 | 92.13 | 1.9817073170731707 |
| 60 | 59 | 113 | 87 | 26 | 0 | 1 | 76.99 | 2.045977011494253 |
| 61 | 60 | 233 | 206 | 27 | 0 | 2 | 88.41 | 1.9368932038834952 |
| 62 | 61 | 117 | 92 | 25 | 0 | 1 | 78.63 | 1.891304347826087 |
| 63 | 62 | 381 | 352 | 29 | 0 | 3 | 92.39 | 1.9573863636363635 |
| 64 | 63 | 122 | 98 | 24 | 0 | 1 | 80.33 | 2.13265306122449 |
| 65 | 64 | 235 | 207 | 28 | 0 | 2 | 88.09 | 1.9710144927536233 |
| 66 | 65 | 131 | 105 | 26 | 0 | 1 | 80.15 | 2.2095238095238097 |
| 67 | 66 | 476 | 446 | 30 | 0 | 4 | 93.7 | 1.993273542600897 |
| 68 | 67 | 130 | 105 | 25 | 0 | 1 | 80.77 | 2.238095238095238 |
| 69 | 68 | 110 | 85 | 25 | 0 | 1 | 77.27 | 2.011764705882353 |
| 70 | 69 | 446 | 417 | 29 | 0 | 4 | 93.5 | 1.9808153477218224 |
| 71 | 70 | 474 | 445 | 29 | 0 | 4 | 93.88 | 1.9258426966292135 |
| 72 | 71 | 112 | 88 | 24 | 0 | 1 | 78.57 | 1.7045454545454546 |
| 73 | 72 | 112 | 89 | 23 | 0 | 1 | 79.46 | 1.9213483146067416 |
| 74 | 73 | 130 | 105 | 25 | 0 | 1 | 80.77 | 1.9523809523809523 |
| 75 | 74 | 257 | 229 | 28 | 0 | 2 | 89.11 | 2.013100436681223 |
| 76 | 75 | 862 | 832 | 30 | 0 | 7 | 96.52 | 2.1033653846153846 |
| 77 | 76 | 244 | 217 | 27 | 0 | 2 | 88.93 | 1.9262672811059909 |
| 78 | 77 | 106 | 80 | 26 | 0 | 1 | 75.47 | 2.2 |
| 79 | 78 | 247 | 220 | 27 | 0 | 2 | 89.07 | 2.0136363636363637 |
| 80 | 79 | 111 | 86 | 25 | 0 | 1 | 77.48 | 1.872093023255814 |
| 81 | 80 | 120 | 95 | 25 | 0 | 1 | 79.17 | 1.8842105263157896 |
| 82 | 81 | 595 | 566 | 29 | 0 | 5 | 95.13 | 2.035335689045936 |
| 83 | 82 | 110 | 87 | 23 | 0 | 1 | 79.09 | 2.103448275862069 |
| 84 | 83 | 241 | 213 | 28 | 0 | 2 | 88.38 | 1.8873239436619718 |
| 85 | 84 | 483 | 455 | 28 | 0 | 4 | 94.2 | 2.0945054945054946 |
| 86 | 85 | 115 | 91 | 24 | 0 | 1 | 79.13 | 1.8461538461538463 |
| 87 | 86 | 118 | 93 | 25 | 0 | 1 | 78.81 | 1.881720430107527 |
| 88 | 87 | 269 | 242 | 27 | 0 | 2 | 89.96 | 1.9132231404958677 |
| 89 | 88 | 100 | 77 | 23 | 0 | 1 | 77.0 | 2.1298701298701297 |
| 90 | 89 | 237 | 209 | 28 | 0 | 2 | 88.19 | 2.0334928229665072 |
| 91 | 90 | 239 | 212 | 27 | 0 | 2 | 88.7 | 2.0047169811320753 |
| 92 | 91 | 247 | 220 | 27 | 0 | 2 | 89.07 | 1.95 |
| 93 | 92 | 342 | 314 | 28 | 0 | 3 | 91.81 | 1.8630573248407643 |
| 94 | 93 | 1559 | 1529 | 30 | 0 | 12 | 98.08 | 1.973839110529758 |
| 95 | 94 | 135 | 109 | 26 | 0 | 1 | 80.74 | 1.963302752293578 |
| 96 | 95 | 2250 | 2219 | 31 | 0 | 18 | 98.62 | 1.9936908517350158 |
| 97 | 96 | 114 | 90 | 24 | 0 | 1 | 78.95 | 1.9222222222222223 |
| 98 | 97 | 268 | 240 | 28 | 0 | 2 | 89.55 | 2.0 |
| 99 | 98 | 352 | 323 | 29 | 0 | 3 | 91.76 | 1.91640866873065 |
| 100 | 99 | 115 | 90 | 25 | 0 | 1 | 78.26 | 2.077777777777778 |
| 101 | 100 | 126 | 102 | 24 | 0 | 1 | 80.95 | 1.9509803921568627 |