… In this survey paper, we focus only on Performance Optimization in Video Analytics Systems
and we review how these systems work and the optimization strategy that they use. Other …

… platforms in Section V, which can be used for the improvement of public safety, in terms of
cloud-based and emerging edge-based systems. For the development of EVAPS, we discuss …

… video analytics system for largescale datasets. Vaas provides an interactive interface to rapidly
develop and experiment with different workflows for solving a video analytics … video could …

… Given the recent increase in interest in systems infrastructure for video analytics, we believe
… camera analytics. Video processing systems today generally analyze video streams …

… an ideal live video analytics system (as depicted in Fig. 1) and identify the requirements
that need to be fulfilled by such a system towards achieving our vision of live-video-analytics-as-…

… of video analytics as well as its application. We present advances in video analytics research
… We also summarize recent development in video analytics and intelligent video systems (…

… We present a new video storage system (VSS) designed to decouple high-level video
operations … In this paper, we develop VSS, a video storage system designed to serve as storage …

… , a video analytics system that processes thousands of video analytics queries on live video
… We consider two key characteristics of video analytics: resource-quality tradeoff with multi-…

… This paper presents Reducto, a video analytics system that supports efficient real-time
querying by leveraging previously unused resources to perform on-camera frame filtering. This …

… to analyze video feeds do not scale and are error-prone. We describe Optasia, a dataflow
system that employs relational query optimization to efficiently process queries on video feeds …