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Advances, Systems and Applications

Table 6 The parameters in online prediction experiments with a new target resolution

From: Online architecture for predicting live video transcoding resources

Parameter

Description

Prediction algorithms

RF, RL

Online model training

Every 5 min

vCPU limit

4 vCPU = 256 × 144 (197 kbps), 5 vCPU = 640 × 360 (829 kbps), 6 vCPU = 854 × 480 (1380 kbps), 4 vCPU = 426 × 240 (338 kbps)