Once upon a time, in a world where technology had advanced beyond recognition, there existed a small, mysterious shop called "Bakky's". The shop was run by an enigmatic figure known only as "Bakky", who was rumored to possess extraordinary abilities.
The (hereafter B15 ), a proprietary data‑streaming and visualization framework, has been adopted across several mid‑size enterprises for real‑time analytics on heterogeneous sensor feeds. Despite its popularity, users report frequent latency spikes, limited configurability, and a steep learning curve. This paper presents a systematic study of B15’s architectural bottlenecks and proposes a set of targeted enhancements— B15‑Better —that improve throughput by up to 42 % , reduce end‑to‑end latency by 35 % , and increase user satisfaction scores from 2.9 ± 0.6 to 4.3 ± 0.4 on a 5‑point Likert scale. The contributions are threefold:
: The 15avi format utilizes a more sophisticated variable bitrate (VBR) system. This allows for higher visual fidelity in complex scenes without unnecessarily inflating file sizes during static shots.
