Optimizing Event Management in Home Security Cameras: A Micro-Batching Approach for burst of Event Streams

Authors

Sibin Thomas

Abstract

For strong event detection and analysis, modern smart home security cameras combine on-device and cloud computing. This usually entails sending to the cloud bursts of sub-events, sometimes called as "event tracks," connected to a single observable occurrence, or "event session." Although this method is good for precise event detection, it can cause inefficiencies, more delay, and more running expenses. This work investigates these difficulties and suggests a micro-batching event data based approach to maximize cloud processing and enhance general system performance and user experience. We introduce the concept and execution of this micro-batching technique together with possible advantages.

Keywords

Smart home security, event detection, cloud processing, micro-batching, latency optimization, event session, event track, optimistic lock failure, resource contention.

Optimizing Event Management in Home Security Cameras: A Micro-Batching Approach for burst of Event Streams. Sibin Thomas. 2019. IJIRCT, Volume 5, Issue 4. Pages 1-5. https://www.ijirct.org/viewPaper.php?paperId=2411069