Cloud-based multi-tenant video analytics platform | |
| Author | Sornrak Klaypu |
| Call Number | AIT RSPR no.CS-16-04 |
| Subject(s) | Closed-circuit television--Design and construction Cloud computing Digital video |
| Note | A research submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Computer Science, School of Engineering and Technology |
| Publisher | Asian Institute of Technology |
| Series Statement | Research studies project report ; no. CS-16-04 |
| Abstract | Integration of CCTV cameras and video analytics increase the value of the CCTV camera networks. Advanced analytics are needed almost everywhere, but they are not easy to develop and deploy. Luckily, the OpenCCTV middleware platform reduces the complexity of CCTV camera and video analytics integration. However, OpenCCTV is single-tenant implementation, which cannot support more than one user or organization. OpenCCTV has varied dependencies that are hard to set up. OpenCCTV cannot currently support many running analytic instances and image streams. Therefore, this research aims to deploy OpenCCTV on an OpenStack cloud enabling it to support horizontal or vertical scalability, add multi-tenant Web user management enabling it to support many users and organizations, integrate Docker enabling automatic deployment and reducing the complexity of required library installation and accelerating the delivery of the software, and measure OpenCCTV’s performance to reveal its bottlenecks and identify suitable hardware for its deployment. |
| Year | 2016 |
| Corresponding Series Added Entry | Asian Institute of Technology. Research studies project report ; no. CS-16-04 |
| Type | Research Report |
| School | School of Engineering and Technology (SET) |
| Department | Department of Information and Communications Technologies (DICT) |
| Academic Program/FoS | Computer Science (CS) |
| Chairperson(s) | Dailey, Matthew N.; |
| Examination Committee(s) | Vatcharaporn Esichaikul;Mongkol Ekpanyapong; |
| Scholarship Donor(s) | Royal Thai Government Fellowship; |
| Degree | Rsearch Studies Project Report (M. Eng.) - Asian Institute of Technology, 2016 |