Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource A Hybrid Edge-Cloud Computing Approach for Energy-Efficient Surveillance Using Deep Reinforcement Learning Subject The topic of the resource Cloud Data Centers; Deep Reinforcement Learning; Edge Computing; Energy Efficiency; Smart Surveillance Description An account of the resource This paper explores the novel application of Deep Reinforcement Learning (DRL) in designing a more efficient, scalable, and distributed surveillance architecture, which addresses concerns such as data storage limitations, latency, event detection accuracy, and significant energy consumption in cloud data centers. The proposed architecture employs edge and cloud computing to optimize video data processing and energy usage. The study further investigates the energy consumption patterns of such a system in detail. The implementation leverages machine learning models to identify optimal policies based on system interactions. The proposed solution is tested over an extensive period, resulting in a system capable of reducing latency, enhancing event detection accuracy, and minimizing energy consumption. 2023 IEEE. Creator An entity primarily responsible for making the resource Singh J.; Dabas P.; Bhati S.; Kumar S.; Upreti K.; Shaik N. Source A related resource from which the described resource is derived Proceedings - International Conference on Technological Advancements in Computational Sciences, ICTACS 2023, pp. 432-438. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICTACS59847.2023.10390108" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICTACS59847.2023.10390108</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85185387726&amp;doi=10.1109%2FICTACS59847.2023.10390108&amp;partnerID=40&amp;md5=527623e3a563ca1a35115e8948eb5635" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85185387726&amp;doi=10.1109%2fICTACS59847.2023.10390108&amp;partnerID=40&amp;md5=527623e3a563ca1a35115e8948eb5635</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835034233-8 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Singh J., School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India; Dabas P., Dr Akhilesh das Gupta Institute of Technology and Management, Dept. of Computer Science &amp; Engineering, Delhi, India; Bhati S., Jecrc University, Department of Computer Applications, Jaipur, India; Kumar S., Raj Kumar Goel Institute of Technology, Department of Information Technology, Ghaziabad, India; Upreti K., Christ University (Deemed to Be University), Department of Computer Science, Ghaziabad, India; Shaik N., SRIT-Autonomous Anantapur, Department of Computer Science Engineering, India