… the-art literature on video big data analytics in the cloud. It also aims … video analytics
challenges, big data solutions, and cloud … the video analytics domain and the characteristics of …

… of the video analytics pipelines across the device-edge-cloud computing continuum to …
Consequently, they are hard to generalize to support arbitrary or multiple video analytics tasks. …

… the prior edge-cloud systems. We present Runespoor, an edge-cloud video analytics system
to … Runespoor is efficient to support our target applications. Note that CloudSeg [31] only …

… CEVAS, a cloud-edge collaborative video analytics system, … and cloud by taking into account
the characteristics of the video … -world video stream characteristics towards supporting the …

… , existing video analytics solutions … video content is happening and the context-dependent
characteristics under the hood. In this work, we propose VaBUS, a real-time video analytics …

… 7(b), we observe that Edge Only could not support high accuracy video analytics and
Cloud-Edge has an advantage over Edge Only at this time. Besides, when the accuracy …

… are the two major concerns in video analytics. The accuracy of the analytics process has …
The use of a cloud platform to support stream processing has been successfully exploited in …

… Traditional video analytics systems work on shallow … a cloud-based video analytics
system based on an optimally tuned convolutional neural network to classify objects from video …

… a video stream acquisition, processing and analytics framework … for video stream capture,
storage and analysis using a cloud … cloud based video analytics approaches do not support …

… with least human assistance and external support. The validation of the system is performed
… size comprising of 88,432 video frames on an 8 node cloud. The extensive experimentation …