… the trade-off among the analytics accuracy, service latency, and … video analytics offloading
configuration and bandwidth allocation scheme for a multi-user edge-assisted video analytics …

… , a video analytics system that optimizes resource consumption and inference accuracy of
video analytics pipelines, by adapting their … adapt the configurations of the video pipelines. …

… a video analytics system to adapt configurations for optimizing the resource-accuracy
tradeoffs of multiple video … characteristics of the video objects. Then, based on it, we propose a …

… We identified the potentials of configuration adaptation in live video analytics streaming
and revealed the fundamental challenges brought by the intrinsic dynamics in network con…

… a method that adapts the configuration by analyzing past video analytics results instead of
… best configuration. We evaluate our method with two real-world video analytics applications: …

… The insight behind our problem is adapting video streams to bandwidth variation and intrin…
can efficiently adapt configurations and allocate bandwidth resources for video streams on the …

… propose a video analytical configuration adaptation … video analytics configuration framework,
AdaConfigure. Our solution can adapt the best configuration to intrusive dynamics of video …

… Lightweight online profilingbased configuration adaptation for video analytics system in
edge computing. IEEE Access, 8:116881–116899, 2020. [35] Yuanqi Li, Arthi Padmanabhan, …

… guage to specify problematic configuration patterns (PCPs), and adaptation rules to mitigate
… compatibility between the problematic configuration patterns, adaptation rules, and the run-…

… In addition, live video analytics needs to be performed in real time. In this paper, we design
… for live video analytics. We propose to perform configuration adaptation without profiling v …