Table 2.
Scoring and weight provisioning for data preprocessing [16].
| EoL (L-Years) | EoS (S-Years) | Memory (M-MB) | Throughput (T-Mbps) | CPU Usage (C-%) | |||||
|---|---|---|---|---|---|---|---|---|---|
| Weight = 0.2 | Weight = 0.25 | Weight = 0.15 | Weight = 0.2 | Weight = 0.2 | |||||
| Value Range | Score | Value Range | Score | Value Range | Score | Value Range | Score | Value Range | Score |
| L < 1 | 4 | S < 1 | −16 | M < 16 | −16 | T < 100 | −16 | C < 40 | 4 |
| 1 ≤ L ≤ 2 | 3 | 1 ≤ S ≤ 2 | 2 | 16 ≤ M ≤ 48 | 2 | 100 ≤ T ≤ 1k | 2 | 40 ≤ C ≤ 60 | 3 |
| 2 < L ≤ 4 | 2 | 2 < S ≤ 5 | 3 | 48 < M ≤128 | 3 | 1k ≤ T ≤ 5k | 3 | 60 < C ≤ 80 | 2 |
| L > 4 | −16 | S > 5 | 4 | M > 128 | 4 | T > 5k | 4 | C > 80 | −16 |