… are not aware of QoE experienced by each video player. This work proposes a … video
players to edge systems. Hence, this paper implements an edge proxy, independent from video …

… 5, we observed the actual effects of different schemes using one video input and an edge
node deployed with CS-CNN. Fig. 5(a) illustrates the bandwidth usage changes for the …

… We consider different scenarios where the number of edge servers for IoT video analytics,
the number of IoT devices, the flow re-assignment period T , and the communication latency …

… This paper develops a novel mobile video analytics system. Its unique … the video analytics
is to offload to an edge/cloud server. For example, recent work [29] runs deep models on edge …

… edge/fog and cloud/edge computing resources [11]. In multi-UAV systems featuring highly
resource intensive tasks involving data collection and video analytics (ie video … /edge nodes …

… video analytics system comprises multiple cameras installed at locations of interest, connected
to edge nodes, … The edge node is considered to have relatively low computational power, …

… the IEEE 1935 edge standard architecture, which is the primary edge system architecture …
video analytics systems research and categorizes them into four domains: video analytics …

… video analytics in the cloud. However, in constrained settings, it is not feasible to send every
video frame from cameras at the edge… -relevant frames on the edge node to upload, thereby …

… terms of delay for real-time video analytics applications, as well as privacy issues… video
analytics at the edge. In this paper, we consider the following scenario where a large scale video …

… edge nodes for the clusters (G4): To tackle problem five stated in Section 1.1, we propose an
algorithm to select a set of edge nodes with … when choosing the edge nodes to process the …