A Multi-faceted Approach to Cloud-Based Video Storage Optimization in Home Security Cameras

Authors: Sibin Thomas

DOI: https://doi.org/10.5281/zenodo.14208783

Short DOI: https://doi.org/g8rrdr

Country: USA

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Abstract: The challenges and opportunities associated with cloud-based video storage in home security cameras are the focus of this paper [1]. The common "blind upload" method, which involves the transmission of all event-triggered footage to the cloud, results in high operational costs, inefficient resource utilization, and potential privacy concerns [2].
We suggest a multifaceted approach to optimizing video upload strategies that capitalizes on the capabilities of generative AI and LLMs [3], user behavior analysis, event prioritization, and on-device storage. These strategies are designed to reduce the overall cost and resource footprint of cloud-based video storage, prioritize pertinent content, and minimize unnecessary data transfer.
Home security camera systems can better protect user privacy, improve resource utilization, enhance scalability, and achieve significant cost reductions by intelligently managing video uploads. In addition, we apply these optimization strategies to a variety of video-centric applications that extend beyond home security, such as dashcams, bodycams, wildlife surveillance, video conferencing, and smart city systems.
In the context of the ever-increasing generation of video data, this research underscores the increasing significance of intelligent video storage solutions. Diverse applications can optimize their cloud storage infrastructure, reduce costs, and improve the user experience by implementing the strategies detailed in this paper. This will also pave the way for more sustainable and efficient data management practices in the changing digital landscape.

Keywords: Home security cameras, Cloud-based video storage, Optimized video upload, Generative AI LLMs, On-device storage, User behavior analysis, Event prioritization, Cost efficiency, Resource utilization, Scalability

Paper Id: 231634

Published On: 2023-03-02

Published In: Volume 11, Issue 2, March-April 2023

Cite This: A Multi-faceted Approach to Cloud-Based Video Storage Optimization in Home Security Cameras - Sibin Thomas - IJIRMPS Volume 11, Issue 2, March-April 2023. DOI 10.5281/zenodo.14208783

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