The variations in the next implementation of BOLA-BASIC on Puffer do not tackle a essential concern with the usage of SSIM (no matter whether decibels or raw) in BOLA. The BOLA parameters are calculated statically, but SSIM varies dynamically with bitrate. in accordance with the paper, BOLA can use any utility function provided that the utility with the accessible encodings for each chunk is nondecreasing with respect to their dimension. in reality, the paper identifies the ability to outline utility in "really typical" methods as a novel strength of BOLA. SSIM satisfies BOLA’s need of monotonicity w.r.t. sizing within the encodings for every chunk (120 frames on Puffer). having said that, as reviewed earlier mentioned, utility could vary independently of sizing, and as a consequence bitrate, throughout chunks. Unlike direct capabilities of bitrate, SSIM captures this variation.
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It should be pointed out that BOLA-fundamental is significantly less difficult than production implementations of BOLA, e.g. BOLA-E and BOLA-O within the DASH reference participant. Also, Puffer has numerous architectural dissimilarities from DASH together with other customer-facet players (see the Puffer paper for depth). For these reasons, we don’t plan to existing these benefits as being a comment on the general effectiveness of BOLA relative to another algorithms. alternatively, we see these outcomes as an indication of the shocking complexity doable when using SSIM in even the simplest ABR algorithms.
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it appears that evidently the static parameter calculation inherent to BOLA is essentially incompatible that has a utility perform involving variables past bitrate.
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