| Title | Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Authors | Talusan, Jose Paolo, Tiausas, Francis, Yasumoto, Keiichi, Wilbur, Michael, Pettet, Geoffrey, Dubey, Abhishek, Bhattacharjee, Shameek |
| Conference Name | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) |
| Keywords | anomaly detection, Big Data, cloud computing, composability, decentralized anomaly detection approach, decentralized traffic speed query, delays, distributed computing, distributed processing platform, edge computing paradigms, fog computing paradigms, information flow of things middleware, Internet of Things, IoT devices, middleware, middleware security, policy-based governance, pubcrawl, quality of service, real-time data-driven applications, resilience, Resiliency, resiliency testbed, routing service, security, security of data, Sensors, smart transportation delay, Task Analysis, telecommunication traffic, time-sensitive distributed smart transportation systems, Transportation |
| Abstract | Edge and Fog computing paradigms are used to process big data generated by the increasing number of IoT devices. These paradigms have enabled cities to become smarter in various aspects via real-time data-driven applications. While these have addressed some flaws of cloud computing some challenges remain particularly in terms of privacy and security. We create a testbed based on a distributed processing platform called the Information flow of Things (IFoT) middleware. We briefly describe a decentralized traffic speed query and routing service implemented on this framework testbed. We configure the testbed to test countermeasure systems that aim to address the security challenges faced by prior paradigms. Using this testbed, we investigate a novel decentralized anomaly detection approach for time-sensitive distributed smart transportation systems. |
| DOI | 10.1109/SMARTCOMP.2019.00022 |
| Citation Key | talusan_smart_2019 |
Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware